# Awesome MCP Servers - Concise List

Note that this list is continuously updating and improving. Please star this repo if you find it useful – it's worth bookmarking!

## Contents

-   [🌐 Browser Control](#-browser-control)
-   [📱 Mobile Device Control](#-mobile-device-control)
-   [🎨 Art & Culture](#-art--culture)
-   [🤖 AI Agents & Frameworks](#-ai-agents--frameworks)
-   [☁️ Cloud Platforms](#️-cloud-platforms)
-   [🖥️ Command Line](#️-command-line)
-   [💬 Communication](#-communication)
-   [👤 Customer Data Platforms](#-customer-data-platforms)
-   [🗄️ Databases](#️-databases)
-   [💻 Developer Tools](#-developer-tools)
-   [🧮 Data Science Tools](#-data-science-tools)
-   [📂 File Systems](#-file-systems)
-   [💰 Finance & Fintech](#-finance--fintech)
-   [🏃 Fitness & Sports](#-fitness--sports)
-   [🛒 E-Commerce](#-e-commerce)
-   [🎮 Gaming](#-gaming)
-   [🧠 Knowledge & Memory](#-knowledge--memory)
-   [⚖️ Legal & Compliance](#️-legal--compliance)
-   [🗺️ Location Services](#️-location-services)
-   [🎯 Marketing](#-marketing)
-   [📊 Monitoring](#-monitoring)
-   [🔎 Search](#-search)
-   [🛠️ Utilities](#️-utilities)
-   [🦾 Robotics & Physical AI](#-robotics--physical-ai)

## Contributing

Want to add an MCP server? Please read [CONTRIBUTING.md](./CONTRIBUTING.md) before opening a PR.
Submissions without a **public GitHub repo** or that don't match the entry format will be closed.

### 🌐 Browser Control

-   **[kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing)** [![GitHub stars](https://img.shields.io/github/stars/kimtth/mcp-aoai-web-browsing?style=social)](https://github.com/kimtth/mcp-aoai-web-browsing): Implements minimal web browsing using Azure OpenAI and Playwright.
-   **[kontext-security/browser-use-mcp-server](https://github.com/kontext-security/browser-use-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/kontext-security/browser-use-mcp-server?style=social)](https://github.com/kontext-security/browser-use-mcp-server): Packages `browser-use` as an MCP server, with Docker support for Chromium and VNC.
-   **[blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp)** [![GitHub stars](https://img.shields.io/github/stars/blackwhite084/playwright-plus-python-mcp?style=social)](https://github.com/blackwhite084/playwright-plus-python-mcp): Leverages Playwright via Python, optimized for large language models.
-   **[executeautomation/mcp-playwright](https://github.com/executeautomation/mcp-playwright)** [![GitHub stars](https://img.shields.io/github/stars/executeautomation/mcp-playwright?style=social)](https://github.com/executeautomation/mcp-playwright): Utilizes Playwright for web automation and data extraction within an MCP framework.
-   **[VikashLoomba/MCP-Server-Playwright](https://github.com/VikashLoomba/MCP-Server-Playwright)** [![GitHub stars](https://img.shields.io/github/stars/VikashLoomba/MCP-Server-Playwright?style=social)](https://github.com/VikashLoomba/MCP-Server-Playwright): Controls web browsers via Playwright through MCP commands.
-   **[vostride/agent-qa](https://github.com/vostride/agent-qa)** [![GitHub stars](https://img.shields.io/github/stars/vostride/agent-qa?style=social)](https://github.com/vostride/agent-qa): Provides a local MCP server for authoring, running, and triaging natural-language web and mobile QA tests with execution memory.
-   **[ChromeDevTools/chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ChromeDevTools/chrome-devtools-mcp?style=social)](https://github.com/ChromeDevTools/chrome-devtools-mcp): Chrome DevTools for agents: lets coding agents control and inspect a live Chrome browser, with Puppeteer-based automation, network and console debugging, screenshots, and performance traces.
-   **[achiya-automation/safari-mcp](https://github.com/achiya-automation/safari-mcp)** [![GitHub stars](https://img.shields.io/github/stars/achiya-automation/safari-mcp?style=social)](https://github.com/achiya-automation/safari-mcp): Native Safari browser automation for AI agents via AppleScript — 80 tools, zero overhead, keeps logins, runs silently in background. macOS only.
-   **[feder-cr/invisible_playwright_mcp](https://github.com/feder-cr/invisible_playwright_mcp)** [![GitHub stars](https://img.shields.io/github/stars/feder-cr/invisible_playwright_mcp?style=social)](https://github.com/feder-cr/invisible_playwright_mcp): Local stdio MCP server that drives a patched Firefox with real pointer and keyboard input, for Claude Code, Codex, Cursor and Gemini CLI.

### 📱 Mobile Device Control

-   **[ghost-in-the-droid/android-agent](https://github.com/ghost-in-the-droid/android-agent)** [![GitHub stars](https://img.shields.io/github/stars/ghost-in-the-droid/android-agent?style=social)](https://github.com/ghost-in-the-droid/android-agent): Give any LLM agent a real Android or iPhone as its body. 62 MCP tools: tap, swipe, screenshot, screen-tree reading, app launch, on-device inference (llama.cpp, MediaPipe, MLX), Docker+KVM emulator pools. Works with Claude Code, Cursor, LangChain, and any MCP client. `pip install ghost-in-the-droid`
-   **[hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind)** [![GitHub stars](https://img.shields.io/github/stars/hyperb1iss/droidmind?style=social)](https://github.com/hyperb1iss/droidmind): Controls Android devices, enabling UI automation and debugging.
-   **[ateymoori/oh-my-android](https://github.com/ateymoori/oh-my-android)** [![GitHub stars](https://img.shields.io/github/stars/ateymoori/oh-my-android?style=social)](https://github.com/ateymoori/oh-my-android): Lets AI agents see and drive the Android Emulator and adb devices from a macOS app.

### 🎨 Art & Culture

-   **[ChevalGrand520/local-gpu-imagegen](https://github.com/ChevalGrand520/local-gpu-imagegen)** [![GitHub stars](https://img.shields.io/github/stars/ChevalGrand520/local-gpu-imagegen?style=social)](https://github.com/ChevalGrand520/local-gpu-imagegen): Confirmation-gated local NVIDIA GPU image generation for AI agents via your existing ComfyUI install, with SHA-256 model identity, explicit license approval, and no silent model downloads. Windows x64 NVIDIA. `uvx --from local-gpu-imagegen==0.9.1 local-gpu-imagegen serve`.
-   **[8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library)** [![GitHub stars](https://img.shields.io/github/stars/8enSmith/mcp-open-library?style=social)](https://github.com/8enSmith/mcp-open-library): Connects to the Internet Archive's Open Library API to search book and author information.
-   **[Vovala14/vynly-mcp](https://github.com/Vovala14/vynly-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Vovala14/vynly-mcp?style=social)](https://github.com/Vovala14/vynly-mcp): Post AI-generated images and short video to Vynly, an AI-only social network with provenance verification (C2PA/SynthID). Free demo token, no signup.
-   **[burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp)** [![GitHub stars](https://img.shields.io/github/stars/burningion/video-editing-mcp?style=social)](https://github.com/burningion/video-editing-mcp): Enables AI-driven video editing, analysis, and search within a video collection.
-   **[Orkas-AI/Orkas-VideoStudio](https://github.com/Orkas-AI/Orkas-VideoStudio)** [![GitHub stars](https://img.shields.io/github/stars/Orkas-AI/Orkas-VideoStudio?style=social)](https://github.com/Orkas-AI/Orkas-VideoStudio): Local-first MCP server and CLI for planning and rendering videos from editable timelines.
-   **[fasuizu-br/speech-ai-examples](https://github.com/fasuizu-br/speech-ai-examples)** [![GitHub stars](https://img.shields.io/github/stars/fasuizu-br/speech-ai-examples?style=social)](https://github.com/fasuizu-br/speech-ai-examples): Speech AI MCP server with pronunciation assessment (phoneme-level scoring, 17MB model, <300ms), text-to-speech, and speech-to-text. 8 tools for language learning, accessibility, and voice applications.
-   **[ssembleinc/ssemble-mcp-server](https://github.com/ssembleinc/ssemble-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/ssembleinc/ssemble-mcp-server?style=social)](https://github.com/ssembleinc/ssemble-mcp-server): Creates AI-generated short-form video clips from YouTube with captions, music, gameplay overlays, meme hooks, and viral scoring. 9 tools, 3 resources, 2 prompts.
-   **[r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp)** [![GitHub stars](https://img.shields.io/github/stars/r-huijts/rijksmuseum-mcp?style=social)](https://github.com/r-huijts/rijksmuseum-mcp): Connects to the Rijksmuseum API for accessing art collections and details.
-   **[yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp)** [![GitHub stars](https://img.shields.io/github/stars/yuna0x0/anilist-mcp?style=social)](https://github.com/yuna0x0/anilist-mcp): Provides information on anime and manga through integration with the AniList API.
-   **[austenstone/myinstants-mcp](https://github.com/austenstone/myinstants-mcp)** [![GitHub stars](https://img.shields.io/github/stars/austenstone/myinstants-mcp?style=social)](https://github.com/austenstone/myinstants-mcp): A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories. `npx myinstants-mcp`
-   **[MohamedAbdallah-14/prompt-to-asset](https://github.com/MohamedAbdallah-14/prompt-to-asset)** [![GitHub stars](https://img.shields.io/github/stars/MohamedAbdallah-14/prompt-to-asset?style=social)](https://github.com/MohamedAbdallah-14/prompt-to-asset): MCP server that generates production-ready visual assets (app icons, favicons, OG images, logos, wordmarks) by routing each request across 30+ image generation models. Zero API key for first run via free-tier providers.
-   **[alichherawalla/video-overlay-kit](https://github.com/alichherawalla/video-overlay-kit)** [![GitHub stars](https://img.shields.io/github/stars/alichherawalla/video-overlay-kit?style=social)](https://github.com/alichherawalla/video-overlay-kit): Render 4-6s b-roll overlay videos for short-form social content (LinkedIn, IG Reels, YouTube Shorts, TikTok) and landscape video. Free, local, zero per-render cost. Tools: list_icons, validate_scene, render_scene.
-   **[auroracapital/upres-cli](https://github.com/auroracapital/upres-cli)** [![GitHub stars](https://img.shields.io/github/stars/auroracapital/upres-cli?style=social)](https://github.com/auroracapital/upres-cli): Official CLI, SDK, and MCP server for upres.ai — image, video, and speech restoration across 14 public aliases covering photo upscaling, face refinement, video frame interpolation, and voice denoise.
-   **[Venut-Technologies/engine-dj-mcp](https://github.com/Venut-Technologies/engine-dj-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Venut-Technologies/engine-dj-mcp?style=social)](https://github.com/Venut-Technologies/engine-dj-mcp): Search, audit and build playlists in your Engine DJ (Denon) library from an AI assistant: BPM and Camelot key search, duplicate and missing-file audits, cues and beatgrids, opt-in playlist and tag edits.
-   **[Venut-Technologies/serato-dj-mcp](https://github.com/Venut-Technologies/serato-dj-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Venut-Technologies/serato-dj-mcp?style=social)](https://github.com/Venut-Technologies/serato-dj-mcp): Search and audit your Serato DJ library from an AI assistant: harmonic BPM and Camelot key search, crates, duplicate and missing-file audits, and new crates built with a preview before anything is written.
-   **[Venut-Technologies/bandcamp-mcp](https://github.com/Venut-Technologies/bandcamp-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Venut-Technologies/bandcamp-mcp?style=social)](https://github.com/Venut-Technologies/bandcamp-mcp): Dig Bandcamp from an AI assistant without an account or API key: search artists, albums, labels and tracks, browse genre tags, and read tracklists and prices.
-   **[Spicy-API/spicy-mcp](https://github.com/Spicy-API/spicy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Spicy-API/spicy-mcp?style=social)](https://github.com/Spicy-API/spicy-mcp): Local MCP server for the SpicyAPI image, video and text generation API that browses the model catalog, quotes and creates tasks, uploads inputs, and fetches outputs.
-   **[mutonby/openshorts](https://github.com/mutonby/openshorts)** [![GitHub stars](https://img.shields.io/github/stars/mutonby/openshorts?style=social)](https://github.com/mutonby/openshorts): Turns long videos into vertical short clips with subtitles, re-cuts them, and publishes them to TikTok, Instagram Reels and YouTube Shorts.

### 🤖 AI Agents & Frameworks

-   **[AV-Labs-Co/cos-codex-bridge](https://github.com/AV-Labs-Co/cos-codex-bridge)** [![GitHub stars](https://img.shields.io/github/stars/AV-Labs-Co/cos-codex-bridge?style=social)](https://github.com/AV-Labs-Co/cos-codex-bridge): Local-first MCP that lets Chief of Staff agents create, monitor, continue, assign, pin, and cancel scoped Codex project tasks with durable receipts.
-   **[MervinPraison/praisonai-mcp](https://github.com/MervinPraison/praisonai-mcp)** [![GitHub stars](https://img.shields.io/github/stars/MervinPraison/praisonai-mcp?style=social)](https://github.com/MervinPraison/praisonai-mcp): AI Agent framework with built-in MCP tools for search, memory, workflows, code execution, and file operations.
-   **[sandbaseai/sandbase-harness](https://github.com/sandbaseai/sandbase-harness)** [![GitHub stars](https://img.shields.io/github/stars/sandbaseai/sandbase-harness?style=social)](https://github.com/sandbaseai/sandbase-harness): Local-first, self-hosted AI-agent runtime and MCP bridge with persistent sessions, approvals, credentials, audit/replay, and selectable execution backends.
-   **[sandbaseai/cli](https://github.com/sandbaseai/cli)** [![GitHub stars](https://img.shields.io/github/stars/sandbaseai/cli?style=social)](https://github.com/sandbaseai/cli): Agent-first CLI and local MCP bridge connecting 25 AI client targets to 2,000+ AI models and APIs, with OAuth onboarding, safe config updates, diagnostics, and rollback.
-   **[qualixar/slm-mesh](https://github.com/qualixar/slm-mesh)** [![GitHub stars](https://img.shields.io/github/stars/qualixar/slm-mesh?style=social)](https://github.com/qualixar/slm-mesh): Peer-to-peer communication mesh for AI coding agents with 8 MCP tools.
-   **[pouria3/bstorms-skill](https://github.com/pouria3/bstorms-skill)** [![GitHub stars](https://img.shields.io/github/stars/pouria3/bstorms-skill?style=social)](https://github.com/pouria3/bstorms-skill): Playbook marketplace for AI agents — browse, buy, download, publish, and rate packages via remote MCP at https://bstorms.ai/mcp.
-   **[adamkrawczyk/agentpact-mcp-server](https://github.com/adamkrawczyk/agentpact-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/adamkrawczyk/agentpact-mcp-server?style=social)](https://github.com/adamkrawczyk/agentpact-mcp-server): AI agent marketplace — discover work, negotiate deals, fulfill orders, and get paid in USDC (42 tools). Hosted at https://mcp.agentpact.xyz/mcp.
-   **[eabz/tirith](https://github.com/eabz/tirith)** [![GitHub stars](https://img.shields.io/github/stars/eabz/tirith?style=social)](https://github.com/eabz/tirith): Coordination server for parallel coding agents with TTL file claims, a task board, versioned interface contracts, change notices, and path-scoped memory notes delivered back with each claim.
-   **[azimov777/casefile](https://github.com/azimov777/casefile)** [![GitHub stars](https://img.shields.io/github/stars/azimov777/casefile?style=social)](https://github.com/azimov777/casefile): The self-hosted task tracker AI agents keep for each other — each task carries a case file of decisions, failed attempts, and open questions so the next agent picks up where the last one stopped.
-   **[bytesagain/ai-skills](https://github.com/bytesagain/ai-skills)** [![GitHub stars](https://img.shields.io/github/stars/bytesagain/ai-skills?style=social)](https://github.com/bytesagain/ai-skills): Search 60,000+ AI agent skills via MCP SSE or REST API. 7 languages. Free, no auth. Endpoint: `https://bytesagain.com/api/mcp/sse`.
-   **[maxugc/crosscheck](https://github.com/maxugc/crosscheck)** [![GitHub stars](https://img.shields.io/github/stars/maxugc/crosscheck?style=social)](https://github.com/maxugc/crosscheck): Verification checks, acceptance reviews, and security scanning for AI agents with signed receipts.
-   **[Aident-AI/aident-skill](https://github.com/Aident-AI/aident-skill)** [![GitHub stars](https://img.shields.io/github/stars/Aident-AI/aident-skill?style=social)](https://github.com/Aident-AI/aident-skill): Setup, plugin and MCP registry config for Aident Loadout, a hosted remote MCP server that connects agents to third-party apps such as Gmail, Slack, Linear and Notion through connected accounts, with an audit history of action calls.
-   **[mtangoz/grill](https://github.com/mtangoz/grill)** [![GitHub stars](https://img.shields.io/github/stars/mtangoz/grill?style=social)](https://github.com/mtangoz/grill): Sends a decision you have approved to a judge model from a different AI company, which argues against it, names the cheapest test for each doubt, and gives a verdict.

### ☁️ Cloud Platforms

-   **[cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** [![GitHub stars](https://img.shields.io/github/stars/cloudflare/mcp-server-cloudflare?style=social)](https://github.com/cloudflare/mcp-server-cloudflare): Integrates with various Cloudflare services like Workers and KV.
-   **[isgudtek/mycrab-mcp](https://github.com/isgudtek/mycrab-mcp)** [![GitHub stars](https://img.shields.io/github/stars/isgudtek/mycrab-mcp?style=social)](https://github.com/isgudtek/mycrab-mcp): Instant public HTTPS Cloudflare tunnels for AI agents. Free ephemeral URLs in 60s or permanent custom subdomains via Solana micropayment. Install with `uvx mycrab-mcp`.
-   **[strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** [![GitHub stars](https://img.shields.io/github/stars/strowk/mcp-k8s-go?style=social)](https://github.com/strowk/mcp-k8s-go): Manages Kubernetes clusters through MCP interactions (Go implementation).
-   **[Flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** [![GitHub stars](https://img.shields.io/github/stars/Flux159/mcp-server-kubernetes?style=social)](https://github.com/Flux159/mcp-server-kubernetes): Controls Kubernetes pods, deployments, and services (TypeScript implementation).
-   **[containers/kubernetes-mcp-server](https://github.com/containers/kubernetes-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/containers/kubernetes-mcp-server?style=social)](https://github.com/containers/kubernetes-mcp-server): Manages Kubernetes and OpenShift with specialized cluster interaction tools (Java implementation).
-   **[wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye)** [![GitHub stars](https://img.shields.io/github/stars/wenhuwang/mcp-k8s-eye?style=social)](https://github.com/wenhuwang/mcp-k8s-eye): Provides Kubernetes management features and application health analysis.
-   **[kubestellar/console](https://github.com/kubestellar/console)** [![GitHub stars](https://img.shields.io/github/stars/kubestellar/console?style=social)](https://github.com/kubestellar/console): Multi-cluster Kubernetes MCP server (kc-agent) for AI-assisted operations across edge and cloud clusters. 50+ tools for workload placement, policy enforcement, and observability.
-   **[johnneerdael/privateaccess-mcp](https://github.com/johnneerdael/privateaccess-mcp)** [![GitHub stars](https://img.shields.io/github/stars/johnneerdael/privateaccess-mcp?style=social)](https://github.com/johnneerdael/privateaccess-mcp): Accesses Netskope Private Access components and provides setup details.
-   **[nwiizo/tfmcp](https://github.com/nwiizo/tfmcp)** [![GitHub stars](https://img.shields.io/github/stars/nwiizo/tfmcp?style=social)](https://github.com/nwiizo/tfmcp): Allows AI assistants to control Terraform environments for infrastructure management.
-   **[harvis-io/harvis-dev-mcp](https://github.com/harvis-io/harvis-dev-mcp)** [![GitHub stars](https://img.shields.io/github/stars/harvis-io/harvis-dev-mcp?style=social)](https://github.com/harvis-io/harvis-dev-mcp): Deploys static sites from AI agents via harvis.dev and returns a live URL in seconds, no account or API key required.
-   **[zopdev/mcp](https://github.com/zopdev/mcp)** [![GitHub stars](https://img.shields.io/github/stars/zopdev/mcp?style=social)](https://github.com/zopdev/mcp): Cloud cost and infrastructure governance across AWS, Azure, GCP, Databricks and Snowflake. 263 tools (155 read, 108 write), read-only by default, over a hosted remote endpoint at `https://api.zop.dev/mcp-server`. [Docs](https://zop.dev/learn/mcp-server?utm_source=mobinx-awesome-mcp-list&utm_medium=listing&utm_campaign=mcp-directory) · [Claude setup](https://zop.dev/learn/how-to/set-up-zopnight-mcp-for-claude).

### 🖥️ Command Line

-   **[ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ferrislucas/iterm-mcp?style=social)](https://github.com/ferrislucas/iterm-mcp): Provides iTerm2 terminal access for command execution and output analysis.
-   **[g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands)** [![GitHub stars](https://img.shields.io/github/stars/g0t4/mcp-server-commands?style=social)](https://github.com/g0t4/mcp-server-commands): Executes arbitrary commands and scripts via MCP.
-   **[MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/MladenSU/cli-mcp-server?style=social)](https://github.com/MladenSU/cli-mcp-server): Offers a command-line interface with configurable security policies.
-   **[tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server)** [![GitHub stars](https://img.shields.io/github/stars/tumf/mcp-shell-server?style=social)](https://github.com/tumf/mcp-shell-server): Securely executes shell commands through the Model Context Protocol.
-   **[amol21p/mcp-interactive-terminal](https://github.com/amol21p/mcp-interactive-terminal)** [![GitHub stars](https://img.shields.io/github/stars/amol21p/mcp-interactive-terminal?style=social)](https://github.com/amol21p/mcp-interactive-terminal): Real interactive terminal sessions for REPLs, SSH, database clients, and any interactive CLI — with clean text output, smart completion detection, and multi-layer security.
-   **[jeannier/homebrew-mcp](https://github.com/jeannier/homebrew-mcp)** [![GitHub stars](https://img.shields.io/github/stars/jeannier/homebrew-mcp?style=social)](https://github.com/jeannier/homebrew-mcp): Manages macOS Homebrew packages, searches formulae, and troubleshoots brew issues.
-   **[Coding-Dev-Tools/click-to-mcp](https://github.com/Coding-Dev-Tools/click-to-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Coding-Dev-Tools/click-to-mcp?style=social)](https://github.com/Coding-Dev-Tools/click-to-mcp): Auto-wrap any Click or Typer CLI as an MCP server by introspecting commands and options at runtime. `pip install click-to-mcp`.
-   **[AICommander-dev/aicommander](https://github.com/AICommander-dev/aicommander)** [![GitHub stars](https://img.shields.io/github/stars/AICommander-dev/aicommander?style=social)](https://github.com/AICommander-dev/aicommander): Remote-machine harness for AI agents — outbound-only shell, detached jobs, and file transfer over MCP/HTTP on servers you own (works with Cursor, Continue, Claude Code, Codex, and more).

### 💬 Communication

-   **[process-street/process-street-mcp](https://github.com/process-street/process-street-mcp)** [![GitHub stars](https://img.shields.io/github/stars/process-street/process-street-mcp?style=social)](https://github.com/process-street/process-street-mcp): Connects AI agents to Process Street workflows, tasks, runs, data sets, and operational records through the official hosted MCP server.
-   **[meharajM/whatsapp-mcp](https://github.com/meharajM/whatsapp-mcp)** [![GitHub stars](https://img.shields.io/github/stars/meharajM/whatsapp-mcp?style=social)](https://github.com/meharajM/whatsapp-mcp): Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enables Cursor, Claude Code, and autonomous AI agents to reach users when they are away from their computers.
-   **[zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp)** [![GitHub stars](https://img.shields.io/github/stars/zcaceres/gtasks-mcp?style=social)](https://github.com/zcaceres/gtasks-mcp): Manages Google Tasks lists and items via MCP.
-   **[hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/hannesrudolph/imessage-query-fastmcp-mcp-server?style=social)](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server): Safely queries and analyzes iMessage conversations, including attachments.
-   **[laulauland/bluesky-context-server](https://github.com/laulauland/bluesky-context-server)** [![GitHub stars](https://img.shields.io/github/stars/laulauland/bluesky-context-server?style=social)](https://github.com/laulauland/bluesky-context-server): Connects and allows interaction with Bluesky social network instances.
-   **[kiruna-labs/userdispatch-mcp](https://github.com/kiruna-labs/userdispatch-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kiruna-labs/userdispatch-mcp?style=social)](https://github.com/kiruna-labs/userdispatch-mcp): Collects user feedback via an embeddable widget and exposes MCP tools for triaging submissions, drafting replies, and generating weekly digests.
-   **[faahim/postbag](https://github.com/faahim/postbag)** [![GitHub stars](https://img.shields.io/github/stars/faahim/postbag?style=social)](https://github.com/faahim/postbag): Agent-native form backend — create sandboxed forms, store submissions with status, and deliver to email/Telegram/webhooks via MCP (`npx -y @postbag/mcp`).
-   **[MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite)** [![GitHub stars](https://img.shields.io/github/stars/MarkusPfundstein/mcp-gsuite?style=social)](https://github.com/MarkusPfundstein/mcp-gsuite): Interacts with Gmail and Google Calendar.
-   **[adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit)** [![GitHub stars](https://img.shields.io/github/stars/adhikasp/mcp-twikit?style=social)](https://github.com/adhikasp/mcp-twikit): Accesses Twitter search and timeline data.
-   **[kaitoInfra/twitterapi-io-mcp-server](https://github.com/kaitoInfra/twitterapi-io-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/kaitoInfra/twitterapi-io-mcp-server?style=social)](https://github.com/kaitoInfra/twitterapi-io-mcp-server): Hosted MCP server for [twitterapi.io](https://twitterapi.io) — Twitter/X data API for AI agents. 12 read-only tools: tweet search with full operators, profiles, threads, real-time WebSocket streaming. Hosted endpoint at `mcp.twitterapi.io/mcp`, npm `@kaitoinfra/twitterapi-io-mcp-server`.
-   **[gotoolkits/mcp-wecombot-server](https://github.com/gotoolkits/mcp-wecombot-server)** [![GitHub stars](https://img.shields.io/github/stars/gotoolkits/mcp-wecombot-server?style=social)](https://github.com/gotoolkits/mcp-wecombot-server): Sends messages to WeCom group robots.
-   **[AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp)** [![GitHub stars](https://img.shields.io/github/stars/AbdelStark/nostr-mcp?style=social)](https://github.com/AbdelStark/nostr-mcp): Enables interaction with the Nostr protocol, including posting notes.
-   **[elie222/inbox-zero](https://github.com/elie222/inbox-zero)** [![GitHub stars](https://img.shields.io/github/stars/elie222/inbox-zero?style=social)](https://github.com/elie222/inbox-zero): Manages Gmail, identifying emails needing replies or follow-ups (part of the Inbox Zero project).
-   **[carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp)** [![GitHub stars](https://img.shields.io/github/stars/carterlasalle/mac_messages_mcp?style=social)](https://github.com/carterlasalle/mac_messages_mcp): Securely accesses, analyzes, sends, and receives iMessages on macOS.
-   **[sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp)** [![GitHub stars](https://img.shields.io/github/stars/sawa-zen/vrchat-mcp?style=social)](https://github.com/sawa-zen/vrchat-mcp): Interacts with the VRChat API to retrieve user, world, and avatar information.
-   **[arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks)** [![GitHub stars](https://img.shields.io/github/stars/arpitbatra123/mcp-googletasks?style=social)](https://github.com/arpitbatra123/mcp-googletasks): Interfaces with the Google Tasks API for task management.
-   **[eclipsevr-live/twitch-mcp](https://github.com/eclipsevr-live/twitch-mcp)** [![GitHub stars](https://img.shields.io/github/stars/eclipsevr-live/twitch-mcp?style=social)](https://github.com/eclipsevr-live/twitch-mcp): Allows Twitch streamers to automate channel point predictions, trigger stream events, and extend interactive chat functionality.
-   **[taskade/mcp](https://github.com/taskade/mcp)** [![GitHub stars](https://img.shields.io/github/stars/taskade/mcp?style=social)](https://github.com/taskade/mcp): Official Taskade MCP server with 50+ tools for managing workspaces, projects, tasks, custom AI agents, and workflow automations. Includes OpenAPI-to-MCP codegen.
-   **[bifrost-mcp/rippling-mcp](https://github.com/bifrost-mcp/rippling-mcp)** [![GitHub stars](https://img.shields.io/github/stars/bifrost-mcp/rippling-mcp?style=social)](https://github.com/bifrost-mcp/rippling-mcp): Integrates with Rippling HR, IT, and Finance platform for employee and company management.
-   **[synapbus/synapbus](https://github.com/synapbus/synapbus)** [![GitHub stars](https://img.shields.io/github/stars/synapbus/synapbus?style=social)](https://github.com/synapbus/synapbus): MCP-native agent-to-agent messaging hub with channels, DMs, semantic search, task auction, and web UI.
-   **[TourAround/LystBot](https://github.com/TourAround/LystBot)** [![GitHub stars](https://img.shields.io/github/stars/TourAround/LystBot?style=social)](https://github.com/TourAround/LystBot): AI-powered list management for grocery lists, to-dos, and shared packing lists.
-   **[speakai/speakai-mcp](https://github.com/speakai/speakai-mcp)** [![GitHub stars](https://img.shields.io/github/stars/speakai/speakai-mcp?style=social)](https://github.com/speakai/speakai-mcp): Official Speak AI server: transcribe, search, and analyze audio/video (100+ languages, speaker labels, call scoring on custom rubrics). npm @speakai/mcp-server, MIT.
-   **[virtualsms-io/mcp-server](https://github.com/virtualsms-io/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/virtualsms-io/mcp-server?style=social)](https://github.com/virtualsms-io/mcp-server): Get real physical-SIM virtual phone numbers and receive SMS/OTP codes across 145+ countries and 700+ services. 12 MCP tools for number discovery, purchase, cancellation, and code extraction.
-   **[nylas/cli](https://github.com/nylas/cli)** [![GitHub stars](https://img.shields.io/github/stars/nylas/cli?style=social)](https://github.com/nylas/cli): MCP server for email, calendar, and contacts. 16 tools across Gmail, Outlook, Exchange, Yahoo, iCloud, and IMAP via one auth flow. Install with `nylas mcp install`. Docs: https://cli.nylas.com.
-   **[dappros/ethora-mcp-server](https://github.com/dappros/ethora-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/dappros/ethora-mcp-server?style=social)](https://github.com/dappros/ethora-mcp-server): Official MCP server for the [Ethora](https://github.com/dappros/ethora) open-source chat & messaging platform — 80 tools for managing chat apps, deploying AI agents/chatbots with RAG, broadcasting messages, and B2B provisioning. Install via `npx -y @ethora/mcp-server`.
-   **[wazionapps/mcp-server](https://github.com/wazionapps/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/wazionapps/mcp-server?style=social)](https://github.com/wazionapps/mcp-server): WhatsApp Business AI tools for messaging, workflow automation, mass marketing, CRM, and Shopify integration.
-   **[meetstream-ai/meetstream-mcp](https://github.com/meetstream-ai/meetstream-mcp)** [![GitHub stars](https://img.shields.io/github/stars/meetstream-ai/meetstream-mcp?style=social)](https://github.com/meetstream-ai/meetstream-mcp): Sends AI bots into Zoom, Google Meet and Microsoft Teams to record, transcribe and summarize meetings. 19 tools covering bot lifecycle, transcripts, per-participant audio, live chat and calendar scheduling.
-   **[Atomic-Mail/atomic-mail-agentic](https://github.com/Atomic-Mail/atomic-mail-agentic)** [![GitHub stars](https://img.shields.io/github/stars/Atomic-Mail/atomic-mail-agentic?style=social)](https://github.com/Atomic-Mail/atomic-mail-agentic): Email inbox for AI agents — an agent self-registers its own @atomicmail.ai address via proof-of-work (no signup, domain, or card) and sends/receives over the open JMAP standard. Hosted MCP server + AgentSkill.
-   **[Hugo0/swarmmemo](https://github.com/Hugo0/swarmmemo)** [![GitHub stars](https://img.shields.io/github/stars/Hugo0/swarmmemo?style=social)](https://github.com/Hugo0/swarmmemo): Public message board for AI agents to read, post, reply and check replies since a saved cursor, over a hosted Streamable HTTP endpoint (`https://swarmmemo.com/mcp`) or plain HTTP.
-   **[snow884/adam-network](https://github.com/snow884/adam-network)** [![GitHub stars](https://img.shields.io/github/stars/snow884/adam-network?style=social)](https://github.com/snow884/adam-network): Messaging board for AI agents and humans with a local stdio and hosted SSE/Streamable HTTP MCP server for reading, searching, posting and replying to threaded messages, with proof-of-work anti-spam.

### 👤 Customer Data Platforms

-   **[inoyu-dev/inoyu-mcp-unomi-server](https://github.com/inoyu-dev/inoyu-mcp-unomi-server)** [![GitHub stars](https://img.shields.io/github/stars/inoyu-dev/inoyu-mcp-unomi-server?style=social)](https://github.com/inoyu-dev/inoyu-mcp-unomi-server): Accesses and updates user profiles on an Apache Unomi CDP server.
-   **[OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP)** [![GitHub stars](https://img.shields.io/github/stars/OpenDataMCP/OpenDataMCP?style=social)](https://github.com/OpenDataMCP/OpenDataMCP): Connects various Open Data sources to LLMs via MCP.
-   **[iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic)** [![GitHub stars](https://img.shields.io/github/stars/iaptic/mcp-server-iaptic?style=social)](https://github.com/iaptic/mcp-server-iaptic): Connects to iaptic to retrieve customer purchase and app revenue data.
-   **[explorium-ai/vibeprospecting-mcp](https://github.com/explorium-ai/vibeprospecting-mcp)** [![GitHub stars](https://img.shields.io/github/stars/explorium-ai/vibeprospecting-mcp?style=social)](https://github.com/explorium-ai/vibeprospecting-mcp): B2B company and contact intelligence for prospecting workflows.
-   **[DerrickAppOrg/derrick-mcp](https://github.com/DerrickAppOrg/derrick-mcp)** [![GitHub stars](https://img.shields.io/github/stars/DerrickAppOrg/derrick-mcp?style=social)](https://github.com/DerrickAppOrg/derrick-mcp): Returns verified work emails, phone numbers, company firmographics, tech stack, hiring signals and French SIRET/SIREN records to any MCP client.

### 🗄️ Databases

-   **[aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/aliyun/alibabacloud-tablestore-mcp-server?style=social)](https://github.com/aliyun/alibabacloud-tablestore-mcp-server): Provides access to Tablestore, including document management and semantic search.
-   **[busabase/busabase](https://github.com/busabase/busabase)** [![GitHub stars](https://img.shields.io/github/stars/busabase/busabase?style=social)](https://github.com/busabase/busabase): Open-source database and workspace for AI agents, with typed tables, docs, files, search, and ChangeRequests for human review before important writes.
-   **[cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/cr7258/elasticsearch-mcp-server?style=social)](https://github.com/cr7258/elasticsearch-mcp-server): Enables interaction with Elasticsearch clusters.
-   **[domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/domdomegg/airtable-mcp-server?style=social)](https://github.com/domdomegg/airtable-mcp-server): Provides read/write access to Airtable databases, including schema inspection.
-   **[rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp)** [![GitHub stars](https://img.shields.io/github/stars/rashidazarang/airtable-mcp?style=social)](https://github.com/rashidazarang/airtable-mcp): Directly connects AI tools to Airtable for comprehensive data manipulation.
-   **[LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery)** [![GitHub stars](https://img.shields.io/github/stars/LucasHild/mcp-server-bigquery?style=social)](https://github.com/LucasHild/mcp-server-bigquery): Allows querying and schema inspection of BigQuery databases.
-   **[c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb)** [![GitHub stars](https://img.shields.io/github/stars/c4pt0r/mcp-server-tidb?style=social)](https://github.com/c4pt0r/mcp-server-tidb): Provides access to TiDB databases, including schema inspection and querying.
-   **[ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server)** [![GitHub stars](https://img.shields.io/github/stars/ergut/mcp-bigquery-server?style=social)](https://github.com/ergut/mcp-bigquery-server): Enables direct access and querying of Google BigQuery.
-   **[ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse)** [![GitHub stars](https://img.shields.io/github/stars/ClickHouse/mcp-clickhouse?style=social)](https://github.com/ClickHouse/mcp-clickhouse): Offers schema inspection and querying capabilities for ClickHouse databases.
-   **[get-convex/convex-backend](https://github.com/get-convex/convex-backend)** [![GitHub stars](https://img.shields.io/github/stars/get-convex/convex-backend?style=social)](https://github.com/get-convex/convex-backend): Official Convex MCP server (`npx convex mcp start`, shipped in the Convex CLI) that introspects Convex tables and functions and runs one-off queries.
-   **[gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp)** [![GitHub stars](https://img.shields.io/github/stars/gannonh/firebase-mcp?style=social)](https://github.com/gannonh/firebase-mcp): Provides access to Firebase services like Auth, Firestore, and Storage.
-   **[timeplus-io/mcp-timeplus](https://github.com/timeplus-io/mcp-timeplus)** [![GitHub stars](https://img.shields.io/github/stars/timeplus-io/mcp-timeplus?style=social)](https://github.com/timeplus-io/mcp-timeplus): Manages Apache Kafka topics and queries streaming data via Timeplus SQL.
-   **[fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server)** [![GitHub stars](https://img.shields.io/github/stars/fireproof-storage/mcp-database-server?style=social)](https://github.com/fireproof-storage/mcp-database-server): Offers a Fireproof ledger database with multi-user synchronization.
-   **[designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server)** [![GitHub stars](https://img.shields.io/github/stars/designcomputer/mysql_mcp_server?style=social)](https://github.com/designcomputer/mysql_mcp_server): Provides secure MySQL database operations with configurable access controls.
-   **[f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server)** [![GitHub stars](https://img.shields.io/github/stars/f4ww4z/mcp-mysql-server?style=social)](https://github.com/f4ww4z/mcp-mysql-server): Offers secure MySQL database interaction.
-   **[FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/FreePeak/db-mcp-server?style=social)](https://github.com/FreePeak/db-mcp-server): Provides a high-performance multi-database server (MySQL & PostgreSQL) with tools for query execution, transactions, and schema exploration.
-   **[JoshuaRileyDev/supabase-mcp-server](https://github.com/JoshuaRileyDev/supabase-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/JoshuaRileyDev/supabase-mcp-server?style=social)](https://github.com/JoshuaRileyDev/supabase-mcp-server): Manages Supabase projects and organizations.
-   **[alexander-zuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/alexander-zuev/supabase-mcp-server?style=social)](https://github.com/alexander-zuev/supabase-mcp-server): Supports SQL query execution and database exploration within Supabase.
-   **[ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb)** [![GitHub stars](https://img.shields.io/github/stars/ktanaka101/mcp-server-duckdb?style=social)](https://github.com/ktanaka101/mcp-server-duckdb): Integrates with DuckDB, offering schema inspection and query features.
-   **[Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino)** [![GitHub stars](https://img.shields.io/github/stars/Dataring-engineering/mcp-server-trino?style=social)](https://github.com/Dataring-engineering/mcp-server-trino): Connects to Trino Clusters for querying and data access.
-   **[furey/mongodb-lens](https://github.com/furey/mongodb-lens)** [![GitHub stars](https://img.shields.io/github/stars/furey/mongodb-lens?style=social)](https://github.com/furey/mongodb-lens): Provides a fully-featured MCP server for MongoDB Databases.
-   **[QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp)** [![GitHub stars](https://img.shields.io/github/stars/QuantGeekDev/mongo-mcp?style=social)](https://github.com/QuantGeekDev/mongo-mcp): Enables direct interaction with MongoDB databases.
-   **[kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server)** [![GitHub stars](https://img.shields.io/github/stars/kiliczsh/mcp-mongo-server?style=social)](https://github.com/kiliczsh/mcp-mongo-server): Interacts with MongoDB databases.
-   **[KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/KashiwaByte/vikingdb-mcp-server?style=social)](https://github.com/KashiwaByte/vikingdb-mcp-server): Integrates with VikingDB for vector store and search functionalities.
-   **[neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j)** [![GitHub stars](https://img.shields.io/github/stars/neo4j-contrib/mcp-neo4j?style=social)](https://github.com/neo4j-contrib/mcp-neo4j): Enables Model Context Protocol interactions with Neo4j databases.
-   **[niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/niledatabase/nile-mcp-server?style=social)](https://github.com/niledatabase/nile-mcp-server): Manages and queries Postgres databases, tenants, users, and auth using LLMs via Nile.
-   **[isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server)** [![GitHub stars](https://img.shields.io/github/stars/isaacwasserman/mcp-snowflake-server?style=social)](https://github.com/isaacwasserman/mcp-snowflake-server): Integrates with Snowflake with read/write operations and insight tracking.
-   **[hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/hannesrudolph/sqlite-explorer-fastmcp-mcp-server?style=social)](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server): Provides safe, read-only access to SQLite databases with query validation.
-   **[haymon-ai/dbmcp](https://github.com/haymon-ai/dbmcp)** [![GitHub stars](https://img.shields.io/github/stars/haymon-ai/dbmcp?style=social)](https://github.com/haymon-ai/dbmcp): Single-binary MCP server for MySQL, MariaDB, PostgreSQL & SQLite. Built in Rust with zero runtime dependencies.
-   **[runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy)** [![GitHub stars](https://img.shields.io/github/stars/runekaagaard/mcp-alchemy?style=social)](https://github.com/runekaagaard/mcp-alchemy): Provides universal SQLAlchemy-based database integration, supporting multiple database types.
-   **[quarkiverse/quarkus-mcp-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** [![GitHub stars](https://img.shields.io/github/stars/quarkiverse/quarkus-mcp-servers?style=social)](https://github.com/quarkiverse/quarkus-mcp-servers): Connects to any JDBC-compatible database (part of Quarkus MCP Servers).
-   **[pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/pab1it0/adx-mcp-server?style=social)](https://github.com/pab1it0/adx-mcp-server): Allows querying and analyzing of Azure Data Explorer databases.
-   **[neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon)** [![GitHub stars](https://img.shields.io/github/stars/neondatabase/mcp-server-neon?style=social)](https://github.com/neondatabase/mcp-server-neon): Enables creating and managing Postgres databases with Neon Serverless Postgres.
-   **[XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server)** [![GitHub stars](https://img.shields.io/github/stars/XGenerationLab/xiyan_mcp_server?style=social)](https://github.com/XGenerationLab/xiyan_mcp_server): Supports fetching database data via natural language queries, powered by XiyanSQL.
-   **[bytebase/dbhub](https://github.com/bytebase/dbhub)** [![GitHub stars](https://img.shields.io/github/stars/bytebase/dbhub?style=social)](https://github.com/bytebase/dbhub): Provides a universal database MCP server with support for mainstream databases.
-   **[GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/GreptimeTeam/greptimedb-mcp-server?style=social)](https://github.com/GreptimeTeam/greptimedb-mcp-server): Enables querying of GreptimeDB.
-   **[idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/idoru/influxdb-mcp-server?style=social)](https://github.com/idoru/influxdb-mcp-server): Executes queries against InfluxDB OSS API v2.
-   **[xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets)** [![GitHub stars](https://img.shields.io/github/stars/xing5/mcp-google-sheets?style=social)](https://github.com/xing5/mcp-google-sheets): Interacts with Google Sheets, providing create, read, update, and manage functionalities.
-   **[edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/edwinbernadus/nocodb-mcp-server?style=social)](https://github.com/edwinbernadus/nocodb-mcp-server): Support create, read, update, and delete on NocoDB Database.
-   **[theSharque/panopticum](https://github.com/theSharque/panopticum)** [![GitHub stars](https://img.shields.io/github/stars/theSharque/panopticum?style=social)](https://github.com/theSharque/panopticum): Control system for managing databases (MongoDB, Redis, ClickHouse, PostgreSQL) in Kubernetes via MCP.
-   **[rog0x/mcp-database-tools](https://github.com/rog0x/mcp-database-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-database-tools?style=social)](https://github.com/rog0x/mcp-database-tools): SQL formatting, schema visualization, migration generation, and query optimization for AI agents.
-   **[nhost/nhost](https://github.com/nhost/nhost)** [![GitHub stars](https://img.shields.io/github/stars/nhost/nhost?style=social)](https://github.com/nhost/nhost): Postgres backend with two MCP servers, one for coding agents to inspect the schema, run GraphQL queries and manage migrations, and one that lets your app's users query their own data through AI assistants.

### 💻 Developer Tools

-   **[agiletec-inc/airis-mcp-gateway](https://github.com/agiletec-inc/airis-mcp-gateway)** [![GitHub stars](https://img.shields.io/github/stars/agiletec-inc/airis-mcp-gateway?style=social)](https://github.com/agiletec-inc/airis-mcp-gateway): Docker-based MCP multiplexer exposing 60+ tools through 7 meta-tools. Reduces context tokens by 97%. One-command setup, auto-enables servers on demand.
-   **[21st-dev/magic-mcp](https://github.com/21st-dev/magic-mcp)** [![GitHub stars](https://img.shields.io/github/stars/21st-dev/magic-mcp?style=social)](https://github.com/21st-dev/magic-mcp): Generates UI components based on 21st.dev design principles.
-   **[cafeTechne/antigravity-link-extension](https://github.com/cafeTechne/antigravity-link-extension)** [![GitHub stars](https://img.shields.io/github/stars/cafeTechne/antigravity-link-extension?style=social)](https://github.com/cafeTechne/antigravity-link-extension): Mobile bridge and MCP server for Google's Antigravity IDE. Mirror active AI chat sessions on your phone, send messages, upload files, stop generation, and automate workflows via 9 MCP tools or a local OpenAPI HTTP API. Listed in the official MCP Registry.
-   **[cocoindex-io/cocoindex-code](https://github.com/cocoindex-io/cocoindex-code)** [![GitHub stars](https://img.shields.io/github/stars/cocoindex-io/cocoindex-code?style=social)](https://github.com/cocoindex-io/cocoindex-code): A super light-weight embedded MCP server for coding agents. Uses tree-sitter for code search and indexing, saves 70% tokens and improves speed.
-   **[OliverGrabner/composer-mcp](https://github.com/OliverGrabner/composer-mcp)** [![GitHub stars](https://img.shields.io/github/stars/OliverGrabner/composer-mcp?style=social)](https://github.com/OliverGrabner/composer-mcp): Interactive architecture canvas with real-time sync to your codebase built by AI MCP.
-   **[comet-ml/opik-mcp](https://github.com/comet-ml/opik-mcp)** [![GitHub stars](https://img.shields.io/github/stars/comet-ml/opik-mcp?style=social)](https://github.com/comet-ml/opik-mcp): Enables querying of LLM observability data captured by Opik.
-   **[bosslesss/inference-labs-mcp](https://github.com/bosslesss/inference-labs-mcp)** [![GitHub stars](https://img.shields.io/github/stars/bosslesss/inference-labs-mcp?style=social)](https://github.com/bosslesss/inference-labs-mcp): Vendor-neutral LLM routing and model comparison MCP server across OpenAI/Azure, Anthropic, Google, and AWS Bedrock. Includes auth-free pricing and model recommendation tools, plus authenticated routing and side-by-side compare tools.
-   **[sverklo/sverklo](https://github.com/sverklo/sverklo)** [![GitHub stars](https://img.shields.io/github/stars/sverklo/sverklo?style=social)](https://github.com/sverklo/sverklo): Local-first repo memory and code-intelligence MCP for Claude Code, Cursor, Windsurf, and Codex CLI. Provides semantic search, symbol lookup, impact analysis, diff-aware review, git-pinned decisions, and no-write proof receipts before setup.
-   **[GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP)** [![GitHub stars](https://img.shields.io/github/stars/GLips/Figma-Context-MCP?style=social)](https://github.com/GLips/Figma-Context-MCP): Gives coding agents direct access to Figma data.
-   **[bgauryy/octocode](https://github.com/bgauryy/octocode)** [![GitHub stars](https://img.shields.io/github/stars/bgauryy/octocode?style=social)](https://github.com/bgauryy/octocode): AI-powered developer assistant for research, code analysis, and package discovery across GitHub and npm.
-   **[BetterTyped/hype-stack](https://github.com/BetterTyped/hype-stack)** [![GitHub stars](https://img.shields.io/github/stars/BetterTyped/hype-stack?style=social)](https://github.com/BetterTyped/hype-stack): Fullstack SaaS monorepo MCP (~11 tools via npx @hype-stack/cli mcp install). React 19, Hono, Vite, TanStack, shadcn, Electron, Expo, Postgres.
-   **[mcpjungle/MCPJungle](https://github.com/mcpjungle/MCPJungle)** [![GitHub stars](https://img.shields.io/github/stars/mcpjungle/MCPJungle?style=social)](https://github.com/mcpjungle/MCPJungle): Self-hosted MCP registry and gateway for private AI agents.
-   **[panbanda/omen](https://github.com/panbanda/omen)** [![GitHub stars](https://img.shields.io/github/stars/panbanda/omen?style=social)](https://github.com/panbanda/omen): Code-health analysis for AI coding agents: complexity, tech debt, dead code, churn hotspots, clones and a health score across ten languages.
-   **[QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp)** [![GitHub stars](https://img.shields.io/github/stars/QuantGeekDev/docker-mcp?style=social)](https://github.com/QuantGeekDev/docker-mcp): Manages Docker containers via MCP.
-   **[yylo-dev/roundtable](https://github.com/yylo-dev/roundtable)** [![GitHub stars](https://img.shields.io/github/stars/yylo-dev/roundtable?style=social)](https://github.com/yylo-dev/roundtable): Zero-configuration MCP server unifying AI coding assistants for agent workflows.
-   **[r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/r-huijts/xcode-mcp-server?style=social)](https://github.com/r-huijts/xcode-mcp-server): Integrates with Xcode for project management and build automation.
-   **[janwilmake/openapi-mcp-server](https://github.com/janwilmake/openapi-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/janwilmake/openapi-mcp-server?style=social)](https://github.com/janwilmake/openapi-mcp-server): Connects to HTTP/REST APIs using an OpenAPI specification.
-   **[joeyycli/constitution-lint-action](https://github.com/joeyycli/constitution-lint-action)** [![GitHub stars](https://img.shields.io/github/stars/joeyycli/constitution-lint-action?style=social)](https://github.com/joeyycli/constitution-lint-action): Lints CLAUDE.md-style agent constitution/rules files for missing operational guardrails (spend limits, escalation paths, secrets handling). Ships as a GitHub Action, pre-commit hook, Claude Code plugin, and remote MCP server.
-   **[JetBrains/mcp-jetbrains](https://github.com/JetBrains/mcp-jetbrains)** [![GitHub stars](https://img.shields.io/github/stars/JetBrains/mcp-jetbrains?style=social)](https://github.com/JetBrains/mcp-jetbrains): Connects to JetBrains IDEs for development tasks.
-   **[tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor)** [![GitHub stars](https://img.shields.io/github/stars/tumf/mcp-text-editor?style=social)](https://github.com/tumf/mcp-text-editor): Provides a line-oriented text file editor, optimized for LLM interaction.
-   **[JoshuaRileyDev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/JoshuaRileyDev/simulator-mcp-server?style=social)](https://github.com/JoshuaRileyDev/simulator-mcp-server): Controls iOS Simulators.
-   **[delano/postman-mcp-server](https://github.com/delano/postman-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/delano/postman-mcp-server?style=social)](https://github.com/delano/postman-mcp-server): Interacts with the Postman API.
-   **[haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/haris-musa/excel-mcp-server?style=social)](https://github.com/haris-musa/excel-mcp-server): Manipulates Excel workbooks, including data, formatting, and charts.
-   **[RexHuang/snaptools-mcp](https://github.com/RexHuang/snaptools-mcp)** [![GitHub stars](https://img.shields.io/github/stars/RexHuang/snaptools-mcp?style=social)](https://github.com/RexHuang/snaptools-mcp): 32+ instant developer tools (JSON/CSS/HTML/SQL/XML formatting, Base64/URL encoding, hashing, UUID generation, regex testing, JWT decoding) via REST API. MCP + OpenAPI 3.1 ready. Free tier.
-   **[ShenghaiWang/xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** [![GitHub stars](https://img.shields.io/github/stars/ShenghaiWang/xcodebuild?style=social)](https://github.com/ShenghaiWang/xcodebuild): Builds iOS Xcode workspace/project and feedbacks errors to LLMs.
-   **[jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you)** [![GitHub stars](https://img.shields.io/github/stars/jasonjmcghee/claude-debugs-for-you?style=social)](https://github.com/jasonjmcghee/claude-debugs-for-you): Enables automatic debugging via breakpoints and expression evaluation.
-   **[Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI)** [![GitHub stars](https://img.shields.io/github/stars/Jktfe/serveMyAPI?style=social)](https://github.com/Jktfe/serveMyAPI): Securely stores and accesses API keys across projects using the macOS Keychain.
-   **[jonradoff/lightcms](https://github.com/jonradoff/lightcms)** [![GitHub stars](https://img.shields.io/github/stars/jonradoff/lightcms?style=social)](https://github.com/jonradoff/lightcms): AI-native CMS with 41 MCP tools for managing websites through natural language. Create pages, templates, assets, themes, collections, redirects, and more with full content versioning.
-   **[xzq-xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/xzq-xu/jvm-mcp-server?style=social)](https://github.com/xzq-xu/jvm-mcp-server): Implements an MCP server for JVM-based environments.
-   **[yangkyeongmo/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** [![GitHub stars](https://img.shields.io/github/stars/yangkyeongmo/mcp-server-apache-airflow?style=social)](https://github.com/yangkyeongmo/mcp-server-apache-airflow): Connects to Apache Airflow using the official client.
-   **[rootlyhq/rootly-mcp-server](https://github.com/rootlyhq/rootly-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/rootlyhq/rootly-mcp-server?style=social)](https://github.com/rootlyhq/rootly-mcp-server): Integrates with the Rootly incident management platform.
-   **[YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/YuChenSSR/mindmap-mcp-server?style=social)](https://github.com/YuChenSSR/mindmap-mcp-server): Generates interactive mindmaps.
-   **[SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code)** [![GitHub stars](https://img.shields.io/github/stars/SDGLBL/mcp-claude-code?style=social)](https://github.com/SDGLBL/mcp-claude-code): Implements Claude Code capabilities using MCP, enabling code understanding and project analysis.
-   **[claw-army/claude-node](https://github.com/claw-army/claude-node)** [![GitHub stars](https://img.shields.io/github/stars/claw-army/claude-node?style=social)](https://github.com/claw-army/claude-node): Python subprocess bridge for Claude Code CLI to access native capabilities via stream-json.
-   **[Kiln-AI/Kiln](https://github.com/Kiln-AI/Kiln)** [![GitHub stars](https://img.shields.io/github/stars/Kiln-AI/Kiln?style=social)](https://github.com/Kiln-AI/Kiln): Tool for building production-ready AI systems with RAG pipelines, evaluations, synthetic data generation, and MCP tool-calling.
-   **[HendryAvila/Hoofy](https://github.com/HendryAvila/Hoofy)** [![GitHub stars](https://img.shields.io/github/stars/HendryAvila/Hoofy?style=social)](https://github.com/HendryAvila/Hoofy): Spec-driven AI development companion with persistent memory, change pipeline, and knowledge graph.
-   **[preflight-dev/preflight](https://github.com/preflight-dev/preflight)** [![GitHub stars](https://img.shields.io/github/stars/preflight-dev/preflight?style=social)](https://github.com/preflight-dev/preflight): MCP server for prompt preflight checks, prompt scoring, contract awareness, and session history search via LanceDB.
-   **[runapi-ai/mcp](https://github.com/runapi-ai/mcp)** [![GitHub stars](https://img.shields.io/github/stars/runapi-ai/mcp?style=social)](https://github.com/runapi-ai/mcp): Exposes RunAPI model generation APIs to MCP-compatible agents.
-   **[semgrep/semgrep](https://github.com/semgrep/semgrep)** [![GitHub stars](https://img.shields.io/github/stars/semgrep/semgrep?style=social)](https://github.com/semgrep/semgrep): Semgrep's MCP server, now built into the official `semgrep` binary, for scanning code for security vulnerabilities.
-   **[rm-rf-prod/GroundTruth-MCP](https://github.com/rm-rf-prod/GroundTruth-MCP)** [![GitHub stars](https://img.shields.io/github/stars/rm-rf-prod/GroundTruth-MCP?style=social)](https://github.com/rm-rf-prod/GroundTruth-MCP): Self-hosted MCP server for live documentation, code audits, and library best practices.
-   **[@mastra/mcp-docs-server](https://github.com/mastra-ai/mastra/tree/main/packages/mcp-docs-server)** [![GitHub stars](https://img.shields.io/github/stars/mastra-ai/mastra?style=social)](https://github.com/mastra-ai/mastra/tree/main/packages/mcp-docs-server): Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
-   **[@mastra/mcp](https://github.com/mastra-ai/mastra/tree/main/packages/mcp)** [![GitHub stars](https://img.shields.io/github/stars/mastra-ai/mastra?style=social)](https://github.com/mastra-ai/mastra/tree/main/packages/mcp): Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.
-   **[TencentEdgeOne/edgeone-makers-mcp](https://github.com/TencentEdgeOne/edgeone-makers-mcp)** [![GitHub stars](https://img.shields.io/github/stars/TencentEdgeOne/edgeone-makers-mcp?style=social)](https://github.com/TencentEdgeOne/edgeone-makers-mcp): Deploy HTML content to EdgeOne Pages and obtain a publicly accessible URL.
-   **[Writbase/writbase](https://github.com/Writbase/writbase)** [![GitHub stars](https://img.shields.io/github/stars/Writbase/writbase?style=social)](https://github.com/Writbase/writbase): MCP-native task management for AI agent fleets with multi-agent permissions.
-   **[rafsilva85/skillflow-mcp-server](https://github.com/rafsilva85/skillflow-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/rafsilva85/skillflow-mcp-server?style=social)](https://github.com/rafsilva85/skillflow-mcp-server): AI skills marketplace for searching and discovering curated skills for coding agents.
-   **[rog0x/mcp-git-tools](https://github.com/rog0x/mcp-git-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-git-tools?style=social)](https://github.com/rog0x/mcp-git-tools): Git analytics — log, diff, blame, branch stats, and commit insights for AI agents.
-   **[rog0x/mcp-github-tools](https://github.com/rog0x/mcp-github-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-github-tools?style=social)](https://github.com/rog0x/mcp-github-tools): GitHub analytics — repos, PRs, issues, releases, and contributor activity via MCP.
-   **[rog0x/mcp-docker-tools](https://github.com/rog0x/mcp-docker-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-docker-tools?style=social)](https://github.com/rog0x/mcp-docker-tools): Docker management — containers, images, Dockerfile generation and analysis.
-   **[rog0x/mcp-npm-tools](https://github.com/rog0x/mcp-npm-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-npm-tools?style=social)](https://github.com/rog0x/mcp-npm-tools): npm utilities — package search, audit, bundle analysis, and dependency checking.
-   **[rog0x/mcp-testing-tools](https://github.com/rog0x/mcp-testing-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-testing-tools?style=social)](https://github.com/rog0x/mcp-testing-tools): Test generation — unit tests, mocks, and coverage analysis for multiple frameworks.
-   **[rog0x/mcp-api-tools](https://github.com/rog0x/mcp-api-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-api-tools?style=social)](https://github.com/rog0x/mcp-api-tools): API development — HTTP client, JWT decode, header analysis, and endpoint testing.
-   **[rog0x/mcp-lint-tools](https://github.com/rog0x/mcp-lint-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-lint-tools?style=social)](https://github.com/rog0x/mcp-lint-tools): Code quality — style checking, naming conventions, and complexity analysis.
-   **[open-qr/openqr](https://github.com/open-qr/openqr)** [![GitHub stars](https://img.shields.io/github/stars/open-qr/openqr?style=social)](https://github.com/open-qr/openqr): Hosted QR code MCP server (17 tools) plus a free REST API — generate QR codes and create, edit and track dynamic (editable) QR codes with scan analytics. Remote endpoint `https://openqr.uk/mcp` or `npx -y @open-qr/mcp`, free API key from openqr.uk.
-   **[Muvon/octocode](https://github.com/Muvon/octocode)** [![GitHub stars](https://img.shields.io/github/stars/Muvon/octocode?style=social)](https://github.com/Muvon/octocode): Rust semantic code indexer with GraphRAG knowledge graph and MCP server. Tree-sitter parsing, ast-grep structural search, code signatures view. 13+ languages. Local-first.
-   **[Dusheh/myclaw-toolkit](https://github.com/Dusheh/myclaw-toolkit)** [![GitHub stars](https://img.shields.io/github/stars/Dusheh/myclaw-toolkit?style=social)](https://github.com/Dusheh/myclaw-toolkit): 23-in-1 developer utility MCP server with web search, exchange rates, crypto prices, QR codes, UUIDs, RSS feeds, and more. Install via `npx myclaw-toolkit`.
-   **[operantlabs/operant-mcp](https://github.com/operantlabs/operant-mcp)** [![GitHub stars](https://img.shields.io/github/stars/operantlabs/operant-mcp?style=social)](https://github.com/operantlabs/operant-mcp): Open-source MCP server with 51 security testing tools for pentesting, vulnerability scanning, and security auditing.
-   **[sidclawhq/platform](https://github.com/sidclawhq/platform)** [![GitHub stars](https://img.shields.io/github/stars/sidclawhq/platform?style=social)](https://github.com/sidclawhq/platform): AI agent governance MCP proxy with approval workflows, policy engine, hash-chain audit trails, and 18+ framework integrations. Apache 2.0.
-   **[Scottpedia0/access](https://github.com/Scottpedia0/access)** [![GitHub stars](https://img.shields.io/github/stars/Scottpedia0/access?style=social)](https://github.com/Scottpedia0/access): Self-hosted API gateway for AI agents. One Bearer token, all your services. OAuth, token refresh, audit logging — agents never touch credentials. Built-in MCP server.
-   **[xmpuspus/ph-civic-data-mcp](https://github.com/xmpuspus/ph-civic-data-mcp)** [![GitHub stars](https://img.shields.io/github/stars/xmpuspus/ph-civic-data-mcp?style=social)](https://github.com/xmpuspus/ph-civic-data-mcp): Philippine government data as MCP tools — PHIVOLCS earthquakes + volcano alerts, PAGASA weather + typhoons, PhilGEPS procurement, PSA 2020 Census + poverty, AQICN air quality. Install: `uvx ph-civic-data-mcp`.
-   **[sean-sunagaku/promptlint-mcp](https://github.com/sean-sunagaku/promptlint-mcp)** [![GitHub stars](https://img.shields.io/github/stars/sean-sunagaku/promptlint-mcp?style=social)](https://github.com/sean-sunagaku/promptlint-mcp): Static linter for AI prompts. Catches contradictions, redundancy, ambiguity, long examples, and politeness fluff in system prompts and agent instructions. CLI + MCP server. Zero network, MIT.
-   **[memi-design/memi](https://github.com/memi-design/memi)** [![GitHub stars](https://img.shields.io/github/stars/memi-design/memi?style=social)](https://github.com/memi-design/memi): Agent design CI and interface understanding for coding agents, with four focused Agent Skills and 47 MCP tools for UI audits, tokens, accessibility, component scaffolds, and quality gates.
-   **[dejuknow/md-redline](https://github.com/dejuknow/md-redline)** [![GitHub stars](https://img.shields.io/github/stars/dejuknow/md-redline?style=social)](https://github.com/dejuknow/md-redline): Inline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback. Comments stored as invisible HTML markers in the markdown file itself.
-   **[syncable-dev/memtrace-public](https://github.com/syncable-dev/memtrace-public)** [![GitHub stars](https://img.shields.io/github/stars/syncable-dev/memtrace-public?style=social)](https://github.com/syncable-dev/memtrace-public): Persistent memory layer for coding agents — bi-temporal structural knowledge graph over your codebase (AST-driven symbols/relationships, temporal evolution, cross-service API topology).
-   **[ejentum/ejentum-mcp](https://github.com/ejentum/ejentum-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ejentum/ejentum-mcp?style=social)](https://github.com/ejentum/ejentum-mcp): MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
-   **[Packrift/packrift-mcp](https://github.com/Packrift/packrift-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Packrift/packrift-mcp?style=social)](https://github.com/Packrift/packrift-mcp): Remote MCP server for packaging procurement, exact-size SKU lookup, carton-fit recommendations, shipping estimates, and dimensional-weight calculations.
-   **[benbencodes/llm-prices](https://github.com/benbencodes/llm-prices)** [![GitHub stars](https://img.shields.io/github/stars/benbencodes/llm-prices?style=social)](https://github.com/benbencodes/llm-prices): Zero-dependency CLI and MCP server for comparing LLM API costs across 273 models and 44 providers. No API key needed — pricing data is baked in.
-   **[thebrierfox/the-stall](https://github.com/thebrierfox/the-stall)** [![GitHub stars](https://img.shields.io/github/stars/thebrierfox/the-stall?style=social)](https://github.com/thebrierfox/the-stall): Remote x402 pay-per-call MCP capability chassis with 172 tools: US stock prices, options chains, DeFi yields, DEX quotes, crypto/macro data, on-chain wallet analysis, Solana & EVM tx decoding — USDC on Base mainnet, no API key required.
-   **[triadgit/humanhours-mcp](https://github.com/triadgit/humanhours-mcp)** [![GitHub stars](https://img.shields.io/github/stars/triadgit/humanhours-mcp?style=social)](https://github.com/triadgit/humanhours-mcp): Tracks agent ROI (hours and money saved) and enriches companies into roles and per-hour wages. Remote, OAuth 2.1, no install (`https://mcp.humanhours.dev/mcp`).
-   **[Necmttn/ax](https://github.com/Necmttn/ax)** [![GitHub stars](https://img.shields.io/github/stars/Necmttn/ax?style=social)](https://github.com/Necmttn/ax): Local telemetry and recall graph for AI coding agents, exposing sessions, tool calls, skills, costs, and OTLP events through MCP.
-   **[axiosdevs/agentscoin-mcp](https://github.com/axiosdevs/agentscoin-mcp)** [![GitHub stars](https://img.shields.io/github/stars/axiosdevs/agentscoin-mcp?style=social)](https://github.com/axiosdevs/agentscoin-mcp): Connects to a live EVM chain so agents can create a wallet, mine AGENT, send funds, and create or trade tokens.
-   **[HarperZ9/telos](https://github.com/HarperZ9/telos)** [![GitHub stars](https://img.shields.io/github/stars/HarperZ9/telos?style=social)](https://github.com/HarperZ9/telos): Local-first MCP/CLI workbench for inspectable AI-assisted development, with source provenance, workspace maps, routing ledgers, action receipts, context packs, and verification doctors.
-   **[ryan-knowone/quota-dashboard-mcp](https://github.com/ryan-knowone/quota-dashboard-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ryan-knowone/quota-dashboard-mcp?style=social)](https://github.com/ryan-knowone/quota-dashboard-mcp): Local MCP server for real-time AI subscription quota across Claude Code Max, Kimi, and Z.ai. Tokens stay on your machine; install with `npx -y ryan-knowone/quota-dashboard-mcp`.
-   **[heymrun/heym](https://github.com/heymrun/heym)** [![GitHub stars](https://img.shields.io/github/stars/heymrun/heym?style=social)](https://github.com/heymrun/heym): Builds visual AI workflows that can be exposed as MCP tools and connects Agent nodes to external MCP servers.
-   **[agentc22/x402engine-mcp](https://github.com/agentc22/x402engine-mcp)** [![GitHub stars](https://img.shields.io/github/stars/agentc22/x402engine-mcp?style=social)](https://github.com/agentc22/x402engine-mcp): Connects agents to 108 x402 pay-per-call APIs: 72 LLMs plus image/video, web, code, crypto, audio, travel, and IPFS. Supports USDC on Base/Solana and USDm on MegaETH.
-   **[ASCIT31/Dark-Moon](https://github.com/ASCIT31/Dark-Moon)** [![GitHub stars](https://img.shields.io/github/stars/ASCIT31/Dark-Moon?style=social)](https://github.com/ASCIT31/Dark-Moon): Open-source (GPL-3.0) autonomous AI penetration testing platform covering web, API, Active Directory and Kubernetes, available as an MCP server.
-   **[zephexMCP/zephex-MCPs](https://github.com/zephexMCP/zephex-MCPs)** [![GitHub stars](https://img.shields.io/github/stars/zephexMCP/zephex-MCPs?style=social)](https://github.com/zephexMCP/zephex-MCPs): Hosted MCP for coding agents — project context, find_code, package safety, Test Pulse. Cursor/Claude/Codex + CLI. https://zephex.dev/mcp.
-   **[palisadeemail/palisade-mcp](https://github.com/palisadeemail/palisade-mcp)** [![GitHub stars](https://img.shields.io/github/stars/palisadeemail/palisade-mcp?style=social)](https://github.com/palisadeemail/palisade-mcp): Official Palisade MCP server for AI-powered DMARC, SPF, DKIM, BIMI, MTA-STS, DNS, domain verification, and email-authentication remediation management.
-   **[uizze/uizze](https://github.com/uizze/uizze)** [![GitHub stars](https://img.shields.io/github/stars/uizze/uizze?style=social)](https://github.com/uizze/uizze): Authenticated UI reference MCP for coding agents with `find_ui_references` and `find_ui_materials` across 800,000+ real web and iOS screens; free local agent skills are available separately.
-   **[Misar-AI/misarblog-mcp](https://github.com/Misar-AI/misarblog-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Misar-AI/misarblog-mcp?style=social)](https://github.com/Misar-AI/misarblog-mcp): Manages a blog end to end — posts, media, categories, SEO metadata and traffic analytics. 23 tools. Run with `npx -y @misarblog/mcp`, or remotely at `https://api.misar.io/blog/mcp`.
-   **[mjaskolski/developer-toolkit-mcp](https://github.com/mjaskolski/developer-toolkit-mcp)** [![GitHub stars](https://img.shields.io/github/stars/mjaskolski/developer-toolkit-mcp?style=social)](https://github.com/mjaskolski/developer-toolkit-mcp): Remote read-only MCP endpoint over 950+ AI-development guides (Cursor, Claude Code, Codex) in EN+PL — search and fetch full articles. No account, no API key. Streamable HTTP: https://developertoolkit.ai/mcp.
-   **[mjaskolski/wondel-skills-mcp](https://github.com/mjaskolski/wondel-skills-mcp)** [![GitHub stars](https://img.shields.io/github/stars/mjaskolski/wondel-skills-mcp?style=social)](https://github.com/mjaskolski/wondel-skills-mcp): Remote read-only MCP server over 50 book-based agent skills and 12 guided journeys — routes a task to the right framework (recommend_skills) and serves the real SKILL.md in-session (load_skill). No install, no account, no auth. Streamable HTTP: https://skills.wondel.ai/mcp.
-   **[1clawAI/1claw-mcp](https://github.com/1clawAI/1claw-mcp)** [![GitHub stars](https://img.shields.io/github/stars/1clawAI/1claw-mcp?style=social)](https://github.com/1clawAI/1claw-mcp): HSM-backed secret vault for AI agents. Fetches API keys and tokens at call time with scoped, short-lived, revocable access so raw secrets never touch the model context, environment, or logs. Also does keyless multi-chain signing and a no-account local prompt-injection inspector.
-   **[magichourhq/magic-hour-mcp](https://github.com/magichourhq/magic-hour-mcp)** [![GitHub stars](https://img.shields.io/github/stars/magichourhq/magic-hour-mcp?style=social)](https://github.com/magichourhq/magic-hour-mcp): Official hosted MCP server for [Magic Hour](https://magichour.ai), providing AI video, image, and audio generation and editing tools.
-   **[TranscriptFetch/mcp-server](https://github.com/TranscriptFetch/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/TranscriptFetch/mcp-server?style=social)](https://github.com/TranscriptFetch/mcp-server): Official TranscriptFetch server: transcripts for YouTube, TikTok, Instagram and podcasts, plus YouTube search, channel and playlist listing; remote endpoint at transcriptfetch.com/mcp.
-   **[Continuum-AI-Corp/OrcaReplay](https://github.com/Continuum-AI-Corp/OrcaReplay)** [![GitHub stars](https://img.shields.io/github/stars/Continuum-AI-Corp/OrcaReplay?style=social)](https://github.com/Continuum-AI-Corp/OrcaReplay): Exposes recorded coding-agent runs so an agent can read what an earlier run really sent, ran and changed, replay it offline with the network off, or fork it from a checkpoint onto a different model.
-   **[sgroy10/speclock](https://github.com/sgroy10/speclock)** [![GitHub stars](https://img.shields.io/github/stars/sgroy10/speclock?style=social)](https://github.com/sgroy10/speclock): Enforces project constraints from CLAUDE.md/AGENTS.md/.cursorrules as MCP checks before edits, shell commands, and commits (51 tools).
-   **[tiranmoskovitch-dev/mcp-api-bridge-lite](https://github.com/tiranmoskovitch-dev/mcp-api-bridge-lite)** [![GitHub stars](https://img.shields.io/github/stars/tiranmoskovitch-dev/mcp-api-bridge-lite?style=social)](https://github.com/tiranmoskovitch-dev/mcp-api-bridge-lite): Free REST API to MCP bridge with YAML configuration for GET/POST/PUT/DELETE and auth. `pip install mcp-api-bridge-lite`.
-   **[vitali87/code-graph-rag](https://github.com/vitali87/code-graph-rag)** [![GitHub stars](https://img.shields.io/github/stars/vitali87/code-graph-rag?style=social)](https://github.com/vitali87/code-graph-rag): Builds knowledge graphs from multi-language codebases using Tree-sitter AST parsing for RAG-style code understanding.
-   **[tersePrompts/jarp-mcp](https://github.com/tersePrompts/jarp-mcp)** [![GitHub stars](https://img.shields.io/github/stars/tersePrompts/jarp-mcp?style=social)](https://github.com/tersePrompts/jarp-mcp): Gives AI agents X-ray vision into compiled Java — scan Maven/Gradle deps, decompile classes with CFR. `npx jarp-mcp`.
-   **[tersePrompts/fastMCP4J](https://github.com/tersePrompts/fastMCP4J)** [![GitHub stars](https://img.shields.io/github/stars/tersePrompts/fastMCP4J?style=social)](https://github.com/tersePrompts/fastMCP4J): Annotate a Java class to produce a production MCP server with tools, memory, and related capabilities.
-   **[tangfei7777-cell/mcp-output-firewall](https://github.com/tangfei7777-cell/mcp-output-firewall)** [![GitHub stars](https://img.shields.io/github/stars/tangfei7777-cell/mcp-output-firewall?style=social)](https://github.com/tangfei7777-cell/mcp-output-firewall): Three-layer firewall for MCP servers: inspects untrusted content, blocks exfiltration targets in tool-call arguments, and gates destructive actions before they run.
-   **[AgentPostmortem/Bridgekit](https://github.com/AgentPostmortem/Bridgekit)** [![GitHub stars](https://img.shields.io/github/stars/AgentPostmortem/Bridgekit?style=social)](https://github.com/AgentPostmortem/Bridgekit): Scoped MCP server with per-client permission boundaries and an append-only audit log.
-   **[shitianfang/jev-use](https://github.com/shitianfang/jev-use)** [![GitHub stars](https://img.shields.io/github/stars/shitianfang/jev-use?style=social)](https://github.com/shitianfang/jev-use): Hands the agent-loop steps that need no text output to Jev's judgment model, with a typed escalation contract returning the rest to the LLM.
-   **[archcore-ai/archcore](https://github.com/archcore-ai/archcore)** [![GitHub stars](https://img.shields.io/github/stars/archcore-ai/archcore?style=social)](https://github.com/archcore-ai/archcore): Git-native context engineering CLI and MCP server for AI coding agents.
-   **[kleaphq/cli](https://github.com/kleaphq/cli)** [![GitHub stars](https://img.shields.io/github/stars/kleaphq/cli?style=social)](https://github.com/kleaphq/cli): AI website builder MCP — create apps, edit files, connect domains, and publish over a remote HTTP endpoint (`https://kleap.co/api/mcp`).
-   **[suvadadepolo-blip/codex-reset-mcp](https://github.com/suvadadepolo-blip/codex-reset-mcp)** [![GitHub stars](https://img.shields.io/github/stars/suvadadepolo-blip/codex-reset-mcp?style=social)](https://github.com/suvadadepolo-blip/codex-reset-mcp): OpenAI Codex usage-limit reset data for coding agents: 24/48h reset forecast, verified reset record with source links, and Codex service status. Read-only hosted endpoint `https://codex-reset.com/mcp` (Streamable HTTP), no API key.
-   **[hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp)** [![GitHub stars](https://img.shields.io/github/stars/hyperb1iss/lucidity-mcp?style=social)](https://github.com/hyperb1iss/lucidity-mcp): Provides intelligent, prompt-based analysis of AI-generated code across multiple dimensions.
-   **[SylphxAI/repomap](https://github.com/SylphxAI/repomap)** [![GitHub stars](https://img.shields.io/github/stars/SylphxAI/repomap?style=social)](https://github.com/SylphxAI/repomap): A local code graph for AI agents with hybrid search, callers and callees, call paths, change impact including git diff, and an interactive graph UI.
-   **[SylphxAI/lockdocs](https://github.com/SylphxAI/lockdocs)** [![GitHub stars](https://img.shields.io/github/stars/SylphxAI/lockdocs?style=social)](https://github.com/SylphxAI/lockdocs): Local, offline library docs for AI agents from the exact versions in your lockfile (npm, PyPI, crates.io, Go), with pinned-version lookup, cited doc sections and exact API signatures.
-   **[sunglasses-dev/sunglasses](https://github.com/sunglasses-dev/sunglasses)** [![GitHub stars](https://img.shields.io/github/stars/sunglasses-dev/sunglasses?style=social)](https://github.com/sunglasses-dev/sunglasses): Local input firewall for AI agents whose `scan_text` and `scan_file` tools check text and files for prompt injection, credential leaks and data exfiltration with 1,554 patterns across 118 categories, installed with `pip install sunglasses` and run with `python -m sunglasses.mcp`.
-   **[HelpCode-ai/anythingmcp](https://github.com/HelpCode-ai/anythingmcp)** [![GitHub stars](https://img.shields.io/github/stars/HelpCode-ai/anythingmcp?style=social)](https://github.com/HelpCode-ai/anythingmcp): Self-hosted MCP gateway that turns REST/OpenAPI, SOAP, GraphQL and SQL systems into MCP tools without code, with 258 ready adapters for ERP, e-commerce and more.
-   **[MohammadHijjawi97/since-cutoff](https://github.com/MohammadHijjawi97/since-cutoff)** [![GitHub stars](https://img.shields.io/github/stars/MohammadHijjawi97/since-cutoff?style=social)](https://github.com/MohammadHijjawi97/since-cutoff): Tells a coding agent what changed in a Python library's public API since its model's training cutoff, for one PyPI package (`api_changes`) or every pinned dependency of a project (`project_changes`), read statically with no model calls or API key and run with `uvx since-cutoff@latest mcp`.
-   **[happy520ai/unified-ai-system](https://github.com/happy520ai/unified-ai-system)** [![GitHub stars](https://img.shields.io/github/stars/happy520ai/unified-ai-system?style=social)](https://github.com/happy520ai/unified-ai-system): Self-hosted AI gateway and MCP server with governed tools, virtual-key budgets, prompt enhancement and an audit chain, runnable without any provider key.
-   **[ashlrai/phantom-secrets](https://github.com/ashlrai/phantom-secrets)** [![GitHub stars](https://img.shields.io/github/stars/ashlrai/phantom-secrets?style=social)](https://github.com/ashlrai/phantom-secrets): Local proxy and MCP server that swaps real API keys for scoped `phm_` placeholders so AI coding agents like Claude Code, Cursor, Windsurf and Codex never see the real secrets.

### 🧮 Data Science Tools

-   **[ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ChronulusAI/chronulus-mcp?style=social)](https://github.com/ChronulusAI/chronulus-mcp): Uses Chronulus AI for forecasting and predictions.
-   **[reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** [![GitHub stars](https://img.shields.io/github/stars/reading-plus-ai/mcp-server-data-exploration?style=social)](https://github.com/reading-plus-ai/mcp-server-data-exploration): Enables autonomous data exploration on `.csv`-based datasets.
-   **[azmartone67/dchub-mcp-server](https://github.com/azmartone67/dchub-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/azmartone67/dchub-mcp-server?style=social)](https://github.com/azmartone67/dchub-mcp-server): Live data-center, power-grid, energy, interconnection-queue, fiber, natural-gas & M&A intelligence for AI agents — DC Hub Power Index (300+ markets), ISO grid telemetry, fiber routes, 82 tools. Remote MCP at https://dchub.cloud/mcp — query and cite.
-   **[Whatsonyourmind/oraclaw](https://github.com/Whatsonyourmind/oraclaw)** [![GitHub stars](https://img.shields.io/github/stars/Whatsonyourmind/oraclaw?style=social)](https://github.com/Whatsonyourmind/oraclaw): Decision intelligence with 12 MCP tools: multi-armed bandits, Monte Carlo simulation, constraint solving (LP/MIP), anomaly detection, graph analytics (PageRank, communities), Bayesian inference. 19 algorithms, all sub-5ms.
-   **[shubham303/meelu-analytics-mcp](https://github.com/shubham303/meelu-analytics-mcp)** [![GitHub stars](https://img.shields.io/github/stars/shubham303/meelu-analytics-mcp?style=social)](https://github.com/shubham303/meelu-analytics-mcp): Deterministic analysis of `.csv` datasets — 45 tools for profiling, statistical testing, ML, forecasting and causal inference; picks the right test from the data and rates its own confidence.

### 📂 File Systems

-   **[modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem)** [![GitHub stars](https://img.shields.io/github/stars/modelcontextprotocol/servers?style=social)](https://github.com/modelcontextprotocol/servers): Provides direct access to the local file system (part of the official servers collection).
-   **[box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote)** [![GitHub stars](https://img.shields.io/github/stars/box/mcp-server-box-remote?style=social)](https://github.com/box/mcp-server-box-remote): Official remote Box MCP server for accessing Box content, search, Q&A, and data extraction.
-   **[hmk/box-mcp-server](https://github.com/hmk/box-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/hmk/box-mcp-server?style=social)](https://github.com/hmk/box-mcp-server): Provides listing, reading and searching files on Box (community implementation).
-   **[mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server)** [![GitHub stars](https://img.shields.io/github/stars/mark3labs/mcp-filesystem-server?style=social)](https://github.com/mark3labs/mcp-filesystem-server): Provides local file system access (Golang implementation).
-   **[mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search)** [![GitHub stars](https://img.shields.io/github/stars/mamertofabian/mcp-everything-search?style=social)](https://github.com/mamertofabian/mcp-everything-search): Provides fast Windows file search using Everything SDK.
-   **[cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py)** [![GitHub stars](https://img.shields.io/github/stars/cyberchitta/llm-context.py?style=social)](https://github.com/cyberchitta/llm-context.py): Shares code context with LLMs via MCP or clipboard.
-   **[quarkiverse/quarkus-mcp-filesystem](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem)** [![GitHub stars](https://img.shields.io/github/stars/quarkiverse/quarkus-mcp-servers?style=social)](https://github.com/quarkiverse/quarkus-mcp-servers): Provides file system browsing and editing (part of Quarkus MCP Servers, Java implementation).
-   **[Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal)** [![GitHub stars](https://img.shields.io/github/stars/Xuanwo/mcp-server-opendal?style=social)](https://github.com/Xuanwo/mcp-server-opendal): Accesses various storage services via Apache OpenDAL.
-   **[PSPDFKit/nutrient-dws-mcp-server](https://github.com/PSPDFKit/nutrient-dws-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/PSPDFKit/nutrient-dws-mcp-server?style=social)](https://github.com/PSPDFKit/nutrient-dws-mcp-server): MCP server for Nutrient Document Web Services API for conversion, merge, redact, sign, OCR, watermark, and extraction workflows.
-   **[hushvert/mcp](https://github.com/hushvert/mcp)** [![GitHub stars](https://img.shields.io/github/stars/hushvert/mcp?style=social)](https://github.com/hushvert/mcp): File conversion for AI agents via the hushvert hosted API - office docs to PDF, PDF to Word, document interchange (Markdown/HTML/EPUB/LaTeX), and audio/video transcodes. Tools: convert_file, convert_poll, list_formats, check_usage.
-   **[fisher-byte/markovo](https://github.com/fisher-byte/markovo)** [![GitHub stars](https://img.shields.io/github/stars/fisher-byte/markovo?style=social)](https://github.com/fisher-byte/markovo): Converts PDF, DOCX, PPTX, XLSX and authorized public pages (Google Docs, Notion, GitHub, Hacker News, YouTube) into clean, structured Markdown for agent context — remote Streamable HTTP endpoint with OAuth 2.1 plus local stdio server sandboxed to a dedicated root directory.
-   **[pasteapp/paste-mcp](https://github.com/pasteapp/paste-mcp)** [![GitHub stars](https://img.shields.io/github/stars/pasteapp/paste-mcp?style=social)](https://github.com/pasteapp/paste-mcp): Official local MCP server for Paste, the Mac clipboard manager. Search clipboard history, use copied items as context, and save output to pinboards.
-   **[SylphxAI/anymd](https://github.com/SylphxAI/anymd)** [![GitHub stars](https://img.shields.io/github/stars/SylphxAI/anymd?style=social)](https://github.com/SylphxAI/anymd): Converts any file (PDF, DOCX, PPTX, XLSX/CSV, EPUB, HTML/URLs, images, audio/video) to clean Markdown for AI agents, locally in Rust with no API key.

### 💰 Finance & Fintech

-   **[heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/heurist-network/heurist-mesh-mcp-server?style=social)](https://github.com/heurist-network/heurist-mesh-mcp-server): Provides access to web3 AI agents for blockchain analysis and smart contract auditing.
-   **[MunchausenGrup/mcp-crypto-analytics](https://github.com/MunchausenGrup/mcp-crypto-analytics)** [![GitHub stars](https://img.shields.io/github/stars/MunchausenGrup/mcp-crypto-analytics?style=social)](https://github.com/MunchausenGrup/mcp-crypto-analytics): Remote pay-per-call crypto analytics MCP — real-time BTC/ETH/SOL prices (free tier), market quotes, EVM token rug-pull safety scores from live DEX data, LLM fact-checking and research reports. Paid tools settle via x402 (USDC on Base), no signup. Endpoint: https://munchausen-mcp.munlab.workers.dev/mcp.
-   **[QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp)** [![GitHub stars](https://img.shields.io/github/stars/QuantGeekDev/coincap-mcp?style=social)](https://github.com/QuantGeekDev/coincap-mcp): Provides real-time cryptocurrency market data from CoinCap.
-   **[anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/anjor/coinmarket-mcp-server?style=social)](https://github.com/anjor/coinmarket-mcp-server): Fetches cryptocurrency listings and quotes from the Coinmarket API.
-   **[berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp)** [![GitHub stars](https://img.shields.io/github/stars/berlinbra/alpha-vantage-mcp?style=social)](https://github.com/berlinbra/alpha-vantage-mcp): Fetches stock and crypto information from Alpha Vantage.
-   **[fxmacrodata/fxmacrodata](https://github.com/fxmacrodata/fxmacrodata)** [![GitHub stars](https://img.shields.io/github/stars/fxmacrodata/fxmacrodata?style=social)](https://github.com/fxmacrodata/fxmacrodata): FX-focused macroeconomic API and MCP server for announcements, release calendars, forex, COT, commodities, and bond yields across 18 currencies.
-   **[ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent)** [![GitHub stars](https://img.shields.io/github/stars/ferdousbhai/tasty-agent?style=social)](https://github.com/ferdousbhai/tasty-agent): Handles trading activities on Tastytrade via the Tastyworks API.
-   **[ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent)** [![GitHub stars](https://img.shields.io/github/stars/ferdousbhai/investor-agent?style=social)](https://github.com/ferdousbhai/investor-agent): Fetches stock market data and options recommendations from Yahoo Finance.
-   **[hbhqq9/bde-score](https://github.com/hbhqq9/bde-score)** [![GitHub stars](https://img.shields.io/github/stars/hbhqq9/bde-score?style=social)](https://github.com/hbhqq9/bde-score): Multi-factor stock scoring for US/HK/A-share markets via MCP. EU AI Act Art.50 compliant. $0.01/query x402 micropayments.
-   **[mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/mcpdotdirect/evm-mcp-server?style=social)](https://github.com/mcpdotdirect/evm-mcp-server): Provides blockchain services for 30+ EVM networks.
-   **[Bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Bankless/onchain-mcp?style=social)](https://github.com/Bankless/onchain-mcp): Uses Bankless Onchain API for smart contract interaction and querying transaction data.
-   **[kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/cryptopanic-mcp-server?style=social)](https://github.com/kukapay/cryptopanic-mcp-server): Delivers cryptocurrency news to AI agents via CryptoPanic.
-   **[kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/whale-tracker-mcp?style=social)](https://github.com/kukapay/whale-tracker-mcp): Tracks cryptocurrency whale transactions.
-   **[kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/crypto-feargreed-mcp?style=social)](https://github.com/kukapay/crypto-feargreed-mcp): Provides real-time and historical Crypto Fear & Greed Index data.
-   **[kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/dune-analytics-mcp?style=social)](https://github.com/kukapay/dune-analytics-mcp): Bridges Dune Analytics data to AI agents.
-   **[kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/pancakeswap-poolspy-mcp?style=social)](https://github.com/kukapay/pancakeswap-poolspy-mcp): Tracks newly created pools on Pancake Swap.
-   **[kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/uniswap-poolspy-mcp?style=social)](https://github.com/kukapay/uniswap-poolspy-mcp): Tracks newly created liquidity pools on Uniswap.
-   **[kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/uniswap-trader-mcp?style=social)](https://github.com/kukapay/uniswap-trader-mcp): Automates token swaps on Uniswap DEX.
-   **[kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/token-minter-mcp?style=social)](https://github.com/kukapay/token-minter-mcp): Allows AI agents to mint ERC-20 tokens.
-   **[kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/thegraph-mcp?style=social)](https://github.com/kukapay/thegraph-mcp): Provides indexed blockchain data from The Graph to AI agents.
-   **[hive-intel/hive-sdk](https://github.com/hive-intel/hive-sdk)** [![GitHub stars](https://img.shields.io/github/stars/hive-intel/hive-sdk?style=social)](https://github.com/hive-intel/hive-sdk): Provides cryptocurrency market data, DeFi protocol analytics, and Web3 insights.
-   **[8144225309/superscalar-mcp](https://github.com/8144225309/superscalar-mcp)** [![GitHub stars](https://img.shields.io/github/stars/8144225309/superscalar-mcp?style=social)](https://github.com/8144225309/superscalar-mcp): Bitcoin Lightning channel factory MCP server — query protocol architecture, estimate UTXO savings, and explore channel factory infrastructure.
-   **[xpaysh/awesome-x402](https://github.com/xpaysh/awesome-x402)** [![GitHub stars](https://img.shields.io/github/stars/xpaysh/awesome-x402?style=social)](https://github.com/xpaysh/awesome-x402): A curated directory of x402 payment protocol MCP servers and tools for HTTP-native USDC payments on EVM chains.
-   **[RioTheGreat-ai/agentfund-mcp](https://github.com/RioTheGreat-ai/agentfund-mcp)** [![GitHub stars](https://img.shields.io/github/stars/RioTheGreat-ai/agentfund-mcp?style=social)](https://github.com/RioTheGreat-ai/agentfund-mcp): Crowdfunding platform and milestone-based escrow for AI agents on Base chain.
-   **[lightningfaucet/lightning-wallet-mcp](https://github.com/lightningfaucet/lightning-wallet-mcp)** [![GitHub stars](https://img.shields.io/github/stars/lightningfaucet/lightning-wallet-mcp?style=social)](https://github.com/lightningfaucet/lightning-wallet-mcp): Bitcoin wallet integration with Lightning Network payments and L402 protocol support.
-   **[Frihet-io/frihet-mcp](https://github.com/Frihet-io/frihet-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Frihet-io/frihet-mcp?style=social)](https://github.com/Frihet-io/frihet-mcp): AI-powered ERP and business management for invoicing, tax compliance, expenses, banking, and CRM.
-   **[foretak/registry-mcp](https://github.com/foretak/registry-mcp)** [![GitHub stars](https://img.shields.io/github/stars/foretak/registry-mcp?style=social)](https://github.com/foretak/registry-mcp): Looks up a company at Norway's Brønnøysundregistrene, the UK's Companies House, or Sweden's Bolagsverket by its national identifier — identity, filings and accounts data; no UBO or fraud screening.
-   **[PreReason/mcp](https://github.com/PreReason/mcp)** [![GitHub stars](https://img.shields.io/github/stars/PreReason/mcp?style=social)](https://github.com/PreReason/mcp): Financial market context API that serves pre-analyzed briefings to AI agents. Covers BTC on-chain data, macro indicators, and cross-asset regime signals. Outputs markdown for efficient token usage. Also accessible via REST API and x402 micropayments.
-   **[coinpaprika/coinpaprika-mcp](https://github.com/coinpaprika/coinpaprika-mcp)** [![GitHub stars](https://img.shields.io/github/stars/coinpaprika/coinpaprika-mcp?style=social)](https://github.com/coinpaprika/coinpaprika-mcp): Crypto market data for 12,000+ coins and 350+ exchanges. Tickers, OHLCV, historical prices. Free tier, no API key required.
-   **[coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp)** [![GitHub stars](https://img.shields.io/github/stars/coinpaprika/dexpaprika-mcp?style=social)](https://github.com/coinpaprika/dexpaprika-mcp): DEX data across 36 blockchains. Pools, token prices, OHLCV, trades and SSE streaming. Free tier, no API key required.
-   **[TradeRouter/trade-router-mcp](https://github.com/TradeRouter/trade-router-mcp)** [![GitHub stars](https://img.shields.io/github/stars/TradeRouter/trade-router-mcp?style=social)](https://github.com/TradeRouter/trade-router-mcp): Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, and Meteora. Jito MEV-protected. Ed25519 server-message verification. `npx -y @traderouter/trade-router-mcp`.
-   **[szhygulin/vaultpilot-mcp](https://github.com/szhygulin/vaultpilot-mcp)** [![GitHub stars](https://img.shields.io/github/stars/szhygulin/vaultpilot-mcp?style=social)](https://github.com/szhygulin/vaultpilot-mcp): Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised. Read balances + DeFi positions across Ethereum / Arbitrum / Polygon / Base / TRON / Solana / Bitcoin (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer, MarginFi, Kamino) and prepare transactions reviewed on a Ledger device; private keys never leave the hardware wallet.
-   **[dioptx/web3-docs](https://github.com/dioptx/web3-docs)** [![GitHub stars](https://img.shields.io/github/stars/dioptx/web3-docs?style=social)](https://github.com/dioptx/web3-docs): Indexes 1,767 blockchain protocol proposals (EIPs, BIPs, ADRs, CIPs, RFCs) across 10 chains plus a canonical contract-address registry for 19 protocols on major EVM chains. Local SQLite + FTS5, fork-aware (Cancun/Taproot lookups), no API keys.
-   **[RipperMercs/tensorfeed-x402-base-mcp](https://github.com/RipperMercs/tensorfeed-x402-base-mcp)** [![GitHub stars](https://img.shields.io/github/stars/RipperMercs/tensorfeed-x402-base-mcp?style=social)](https://github.com/RipperMercs/tensorfeed-x402-base-mcp): Read-only Base mainnet chain reader for x402 payment verification. 11 tools: verify on-chain that a USDC settlement matches a claimed x402 receipt, parse publisher `/.well-known/x402` manifests, list recent USDC payments to an address, check AFTA federation status. No private keys, MIT, in the canonical MCP registry.
-   **[thebrierfox/intuitek-ace](https://github.com/thebrierfox/intuitek-ace)** [![GitHub stars](https://img.shields.io/github/stars/thebrierfox/intuitek-ace?style=social)](https://github.com/thebrierfox/intuitek-ace): Passive income opportunity analysis with live US Treasury rates, portfolio yield calculator, and AI-powered income optimization. Remote MCP endpoint: `https://api.intuitek.ai/yield/mcp` (open, no auth required).
-   **[danishashko/yahoo-finance-mcp](https://github.com/danishashko/yahoo-finance-mcp)** [![GitHub stars](https://img.shields.io/github/stars/danishashko/yahoo-finance-mcp?style=social)](https://github.com/danishashko/yahoo-finance-mcp): Real-time Yahoo Finance market data: quotes, history, financials, analyst ratings, options, holders, dividends, news, market status. 13 tools, no API key. `npx yahoo-finance-mcp-server`.
-   **[danishashko/fred-economic-mcp](https://github.com/danishashko/fred-economic-mcp)** [![GitHub stars](https://img.shields.io/github/stars/danishashko/fred-economic-mcp?style=social)](https://github.com/danishashko/fred-economic-mcp): Federal Reserve economic data (FRED): 800k+ series incl. GDP, inflation, unemployment, rates. 6 tools. `npx fred-economic-mcp`.
-   **[danishashko/edgar-mcp](https://github.com/danishashko/edgar-mcp)** [![GitHub stars](https://img.shields.io/github/stars/danishashko/edgar-mcp?style=social)](https://github.com/danishashko/edgar-mcp): SEC EDGAR filings & XBRL financials: company search, 10-K/10-Q/8-K, financial facts, full-text search. 6 tools, no API key. `npx edgar-mcp`.
-   **[bankbridge-money/bankbridge-plugin](https://github.com/bankbridge-money/bankbridge-plugin)** [![GitHub stars](https://img.shields.io/github/stars/bankbridge-money/bankbridge-plugin?style=social)](https://github.com/bankbridge-money/bankbridge-plugin): Read-only bank access for AI agents via hosted MCP server. 12 tools — balances, transactions, recurring charges, monthly cashflow, holdings — for Claude, ChatGPT, Cursor, Gemini, Codex. Plaid-backed.
-   **[vaaya-ai/vaaya-mcp](https://github.com/vaaya-ai/vaaya-mcp)** [![GitHub stars](https://img.shields.io/github/stars/vaaya-ai/vaaya-mcp?style=social)](https://github.com/vaaya-ai/vaaya-mcp): Gives your AI agent a prepaid card to pay per call for hundreds of paid services — web search & scraping, research, lead enrichment, media generation, code sandboxes, browser automation, and email — with no per-vendor signups or API keys.
-   **[vbkotecha/agentservices-api](https://github.com/vbkotecha/agentservices-api)** [![GitHub stars](https://img.shields.io/github/stars/vbkotecha/agentservices-api?style=social)](https://github.com/vbkotecha/agentservices-api): 54-service x402-paid crypto/market data API platform with 37 MCP tools. Live at api.agentservices.to. Agents pay per-call via HTTP 402 micropayments.
-   **[stipend-sh/stipend](https://github.com/stipend-sh/stipend)** [![GitHub stars](https://img.shields.io/github/stars/stipend-sh/stipend?style=social)](https://github.com/stipend-sh/stipend): Non-custodial USDC wallet on Base for agents — per-transaction, per-day and per-counterparty spending limits plus a destination allowlist enforced in code rather than in a prompt.
-   **[cello305/carddeals-mcp](https://github.com/cello305/carddeals-mcp)** [![GitHub stars](https://img.shields.io/github/stars/cello305/carddeals-mcp?style=social)](https://github.com/cello305/carddeals-mcp): Search and compare real-time U.S. digital gift card discounts across 700+ brands directly inside AI assistants.
-   **[vdalhambra/financekit-mcp](https://github.com/vdalhambra/financekit-mcp)** [![GitHub stars](https://img.shields.io/github/stars/vdalhambra/financekit-mcp?style=social)](https://github.com/vdalhambra/financekit-mcp): Real-time stock market intelligence with 17 tools — quotes, technical analysis (RSI/MACD/Bollinger/ADX/Stochastic) returning structured BULLISH/BEARISH verdicts, portfolio risk metrics (VaR, Sharpe, Sortino, Beta), crypto via CoinGecko, and options chains.
-   **[evidai/agent-payment-mcp](https://github.com/evidai/agent-payment-mcp)** [![GitHub stars](https://img.shields.io/github/stars/evidai/agent-payment-mcp?style=social)](https://github.com/evidai/agent-payment-mcp): x402-native payment rail for AI agents — hard-capped buyer keys, Pay Token JWT, USD (Stripe) and USDC (Base). `npx agent-payment-mcp`.
-   **[AlvisoOculus/optionsahoy-mcp](https://github.com/AlvisoOculus/optionsahoy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/AlvisoOculus/optionsahoy-mcp?style=social)](https://github.com/AlvisoOculus/optionsahoy-mcp): Equity-compensation tax planning: ISO/AMT optimization, NSO/RSU sell-vs-hold, concentration risk, protective puts, and QSBS checks. Hosted at https://optionsahoy.com/mcp.
-   **[qanzhi111/x402-crypto-api](https://github.com/qanzhi111/x402-crypto-api)** [![GitHub stars](https://img.shields.io/github/stars/qanzhi111/x402-crypto-api?style=social)](https://github.com/qanzhi111/x402-crypto-api): Paid crypto and Web3 security data for AI agents via x402 (USDC on Base).
-   **[Scottcjn/rustchain-mcp](https://github.com/Scottcjn/rustchain-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Scottcjn/rustchain-mcp?style=social)](https://github.com/Scottcjn/rustchain-mcp): RustChain blockchain and agent-economy MCP server for wallets, signed transactions, and related tools.
-   **[kame6493-del/kabu-mcp](https://github.com/kame6493-del/kabu-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kame6493-del/kabu-mcp?style=social)](https://github.com/kame6493-del/kabu-mcp): Japanese and global stock-market data MCP server for Claude, Cursor, and other MCP clients.
-   **[Aigen-Protocol/erc-token-safety-score](https://github.com/Aigen-Protocol/erc-token-safety-score)** [![GitHub stars](https://img.shields.io/github/stars/Aigen-Protocol/erc-token-safety-score?style=social)](https://github.com/Aigen-Protocol/erc-token-safety-score): Token safety oracle for AI agents — honeypot detection, scam patterns, LP lock verification across 6 EVM chains.
-   **[Luckkyyy23/omni-service-node](https://github.com/Luckkyyy23/omni-service-node)** [![GitHub stars](https://img.shields.io/github/stars/Luckkyyy23/omni-service-node?style=social)](https://github.com/Luckkyyy23/omni-service-node): Pay-per-call data marketplace for AI agents (USDC on Base): trading signals, macro, crypto/DeFi, whale tracking, SEC filings, and more.
-   **[jonwillington/ddbx-plugin](https://github.com/jonwillington/ddbx-plugin)** [![GitHub stars](https://img.shields.io/github/stars/jonwillington/ddbx-plugin?style=social)](https://github.com/jonwillington/ddbx-plugin): Read-only insider share dealings (UK directors, US Form 4, Sweden, Netherlands, US Congress) with notable filings rated. Remote at https://api.ddbx.uk/mcp, no auth.
-   **[eduair94/cambio-uruguay](https://github.com/eduair94/cambio-uruguay/tree/main/mcp)** [![GitHub stars](https://img.shields.io/github/stars/eduair94/cambio-uruguay?style=social)](https://github.com/eduair94/cambio-uruguay): Live buy/sell rates of 40+ Uruguayan exchange houses, plus Uruguay rentals, used cars, product prices and personal-finance guides (29 read-only tools). Remote at https://mcp.cambio-uruguay.com/mcp, no auth.
-   **[na77tech-creator/aikstockdata](https://github.com/na77tech-creator/aikstockdata)** [![GitHub stars](https://img.shields.io/github/stars/na77tech-creator/aikstockdata?style=social)](https://github.com/na77tech-creator/aikstockdata): Korean listed companies on KOSPI, KOSDAQ and KONEX — the previous trading day's confirmed closing prices, DART filings with the minute each was received, quarterly earnings, and the price path after a filing grouped by filing type. Remote at `https://mcp.aikstockdata.com/mcp`, no signup and no API key. Non-commercial use with attribution; commercial redistribution is not permitted.
-   **[samgouffsm-crypto/x402-agent-kit](https://github.com/samgouffsm-crypto/x402-agent-kit)** [![GitHub stars](https://img.shields.io/github/stars/samgouffsm-crypto/x402-agent-kit?style=social)](https://github.com/samgouffsm-crypto/x402-agent-kit): MCP server (TypeScript, stdio) with 22 pay-per-call x402 data tools: gov procurement search, SEC filings, clinical trials, PDF extraction, patent search, auto parts intelligence, invoice extraction, US sales-tax rates, business verification. $0.01-$0.10 per call in USDC on Base, payments handled automatically, no signup. Run from source: clone, npm install && npm run build.
-   **[Whatsonyourmind/modelforge](https://github.com/Whatsonyourmind/modelforge)** [![GitHub stars](https://img.shields.io/github/stars/Whatsonyourmind/modelforge?style=social)](https://github.com/Whatsonyourmind/modelforge): Bulge-tier financial model factory — spec → live-formula Excel workbook (LBO/DCF/M&A/IPO/restructuring/project finance/NPL/structured credit). Every cell live-formulated, every number source-traced. 7 jurisdictions tax pack (IT/US/UK/DE/FR/ES/JP). `pip install modelforge-finance[mcp]`.
-   **[daniel3303/stock-market-mcp-server](https://github.com/daniel3303/stock-market-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/daniel3303/stock-market-mcp-server?style=social)](https://github.com/daniel3303/stock-market-mcp-server): US stock market data — live stock and options prices, congressional trades, insider transactions, SEC filings full-text search, XBRL fundamentals, 13F holdings, and earnings-call transcripts. 90+ tools.
-   **[eulerpool/eulerpool-mcp](https://github.com/eulerpool/eulerpool-mcp)** [![GitHub stars](https://img.shields.io/github/stars/eulerpool/eulerpool-mcp?style=social)](https://github.com/eulerpool/eulerpool-mcp): Financial data for AI agents: 250+ tools covering stocks, fundamentals, ETFs, macro (FRED/ECB/IMF/World Bank), crypto, FX, insider trades, congress trading and options flow; hosted server, OAuth or API key.
-   **[target1m/traderspy-mcp](https://github.com/target1m/traderspy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/target1m/traderspy-mcp?style=social)](https://github.com/target1m/traderspy-mcp): Read-only crypto futures research: AI trading signals with entry, take-profit and stop levels, top-trader positions on Binance, Hyperliquid, Bybit and OKX, prices and candles, 19 technical indicators, funding rate and open interest, and a condition screener and backtester (17 tools); hosted at `https://mcp.traderspy.app/mcp` with OAuth or a free API key.
-   **[Chain-Love/chain.love-mcp](https://github.com/Chain-Love/chain.love-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Chain-Love/chain.love-mcp?style=social)](https://github.com/Chain-Love/chain.love-mcp): Hosted MCP gateway for discovering and comparing Web3 infrastructure services across blockchain networks from a single remote endpoint.
-   **[mutonby/aikount-mcp](https://github.com/mutonby/aikount-mcp)** [![GitHub stars](https://img.shields.io/github/stars/mutonby/aikount-mcp?style=social)](https://github.com/mutonby/aikount-mcp): Spanish accounting for freelancers and SMEs via the Aikount API, covering invoices, expense PDF import by OCR, bank reconciliation, the PGC ledger and the quarterly VAT return (Modelo 303).
-   **[JackedBased/pumppill-mcp](https://github.com/JackedBased/pumppill-mcp)** [![GitHub stars](https://img.shields.io/github/stars/JackedBased/pumppill-mcp?style=social)](https://github.com/JackedBased/pumppill-mcp): Hosted read-only token safety, deployer history and measured outcomes for Robinhood Chain and Solana contracts.

### 🏃 Fitness & Sports

-   **[JacobiusMakes/parlay-api-mcp](https://github.com/JacobiusMakes/parlay-api-mcp)** [![GitHub stars](https://img.shields.io/github/stars/JacobiusMakes/parlay-api-mcp?style=social)](https://github.com/JacobiusMakes/parlay-api-mcp): Connects MCP clients to ParlayAPI for sports odds, player props, public event discovery, and account usage. Account data tools use each user's own API key and account allowances.
-   **[JamsusMaximus/trainingpeaks-mcp](https://github.com/JamsusMaximus/trainingpeaks-mcp)** [![GitHub stars](https://img.shields.io/github/stars/JamsusMaximus/trainingpeaks-mcp?style=social)](https://github.com/JamsusMaximus/trainingpeaks-mcp): Accesses TrainingPeaks fitness metrics, workout history, and personal records for endurance athletes.
-   **[tandemloop/careclinic_mcp](https://github.com/tandemloop/careclinic_mcp)** [![GitHub stars](https://img.shields.io/github/stars/tandemloop/careclinic_mcp?style=social)](https://github.com/tandemloop/careclinic_mcp): Remote MCP server for personal health tracking: symptoms, mood, medications, and wellness patterns.

### 🛒 E-Commerce

-   **[giuseppesocci-bot/kalicart-global](https://github.com/giuseppesocci-bot/kalicart-global)** [![GitHub stars](https://img.shields.io/github/stars/giuseppesocci-bot/kalicart-global?style=social)](https://github.com/giuseppesocci-bot/kalicart-global): MCP server for agentic commerce. Gives AI agents access to a federated catalog of WooCommerce stores — one connection, multiple merchants, real inventory.
-   **[BuyWhere/buywhere-mcp](https://github.com/BuyWhere/buywhere-mcp)** [![GitHub stars](https://img.shields.io/github/stars/BuyWhere/buywhere-mcp?style=social)](https://github.com/BuyWhere/buywhere-mcp): Cross-border product catalog for AI agents — 370M+ live products across SG/MY/VN/TH/PH/US/JP with `deliver_to` shipping signals per result. 13 tools (`search_products`, `find_best_price`, `get_deals`, etc.). OAuth 2.1 bearer auth (no email/signup). Hosted at https://mcp.buywhere.ai/mcp. Official MCP Registry: `io.github.BuyWhere/buywhere-mcp@1.1.0`.
-   **[amzscout-corp/amzscout-skill-mcp](https://github.com/amzscout-corp/amzscout-skill-mcp)** [![GitHub stars](https://img.shields.io/github/stars/amzscout-corp/amzscout-skill-mcp?style=social)](https://github.com/amzscout-corp/amzscout-skill-mcp): Connects AI agents to real Amazon marketplace data for product research, niche validation, competitor analysis, keyword discovery, and Amazon PPC planning.
-   **[shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/shopsavvy/shopsavvy-mcp-server?style=social)](https://github.com/shopsavvy/shopsavvy-mcp-server): Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.
-   **[uju777/coupang-mcp](https://github.com/uju777/coupang-mcp)** [![GitHub stars](https://img.shields.io/github/stars/uju777/coupang-mcp?style=social)](https://github.com/uju777/coupang-mcp): Product search for Coupang e-commerce with Rocket Delivery filtering.
-   **[tuanone123/hotlikeshop-mcp](https://github.com/tuanone123/hotlikeshop-mcp)** [![GitHub stars](https://img.shields.io/github/stars/tuanone123/hotlikeshop-mcp?style=social)](https://github.com/tuanone123/hotlikeshop-mcp): E-commerce marketplace MCP for social-media & digital accounts, proxies and services. Search, compare and view best-sellers, then buy in chat via a safe quote->confirm flow (the AI can never spend on its own). Free keyless lookup; remote Streamable HTTP. Docs: https://hotlikeshop.com/ai.

### 🎮 Gaming

-   **[Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Coding-Solo/godot-mcp?style=social)](https://github.com/Coding-Solo/godot-mcp): Interacts with the Godot game engine for editing, running, and managing scenes.
-   **[rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp)** [![GitHub stars](https://img.shields.io/github/stars/rishijatia/fantasy-pl-mcp?style=social)](https://github.com/rishijatia/fantasy-pl-mcp): Offers real-time Fantasy Premier League data and analysis.
-   **[CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity)** [![GitHub stars](https://img.shields.io/github/stars/CoderGamester/mcp-unity?style=social)](https://github.com/CoderGamester/mcp-unity): Integrates with the Unity3D Game Engine via MCP.
-   **[Playgama/developer-cabinet-mcp](https://github.com/Playgama/developer-cabinet-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Playgama/developer-cabinet-mcp?style=social)](https://github.com/Playgama/developer-cabinet-mcp): Publishes and manages HTML5 games on Playgama, from the game form and builds to a public playable sandbox link.
-   **[xiongxingzhe/wishlistdoc-mcp](https://github.com/xiongxingzhe/wishlistdoc-mcp)** [![GitHub stars](https://img.shields.io/github/stars/xiongxingzhe/wishlistdoc-mcp?style=social)](https://github.com/xiongxingzhe/wishlistdoc-mcp): Steam store page algorithmic health audit, P10/P50/P90 sales cone forecasting, and indie game market benchmarks powered by [WishlistDoc](https://wishlistdoc.com).

### 🧠 Knowledge & Memory

-   **[Bevel-Software/Hexis](https://github.com/Bevel-Software/Hexis)** [![GitHub stars](https://img.shields.io/github/stars/Bevel-Software/Hexis?style=social)](https://github.com/Bevel-Software/Hexis): Git-backed platform for skills, tools, and context for AI agents, exposed through a remote OAuth MCP server.
-   **[modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory)** [![GitHub stars](https://img.shields.io/github/stars/modelcontextprotocol/servers?style=social)](https://github.com/modelcontextprotocol/servers): Provides a knowledge graph-based persistent memory system (part of the official servers collection).
-   **[maxbaluev/accreted-intelligence](https://github.com/maxbaluev/accreted-intelligence)** [![GitHub stars](https://img.shields.io/github/stars/maxbaluev/accreted-intelligence?style=social)](https://github.com/maxbaluev/accreted-intelligence): Local-first Work Model memory for coding agents; exposes `acc_retrieve` and `acc_act` over MCP so Claude Code, Codex, OpenCode, Cursor, and other clients can retrieve scored memory, record actions, and learn from real outcomes.
-   **[CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh)** [![GitHub stars](https://img.shields.io/github/stars/CheMiguel23/MemoryMesh?style=social)](https://github.com/CheMiguel23/MemoryMesh): Provides enhanced graph-based memory focused on AI role-play.
-   **[topoteretes/cognee-mcp](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp)** [![GitHub stars](https://img.shields.io/github/stars/topoteretes/cognee?style=social)](https://github.com/topoteretes/cognee): Manages AI memory using graph/vector stores, with ingestion from 30+ data sources (part of Cognee project).
-   **[hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs)** [![GitHub stars](https://img.shields.io/github/stars/hannesrudolph/mcp-ragdocs?style=social)](https://github.com/hannesrudolph/mcp-ragdocs): Retrieves and processes documentation using vector search.
-   **[kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero)** [![GitHub stars](https://img.shields.io/github/stars/kaliaboi/mcp-zotero?style=social)](https://github.com/kaliaboi/mcp-zotero): Connects LLMs to Zotero Cloud collections and sources.
-   **[graphlit/graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/graphlit/graphlit-mcp-server?style=social)](https://github.com/graphlit/graphlit-mcp-server): Ingests data from various sources into a Graphlit project for searching and retrieval.
-   **[omega-memory/omega-memory](https://github.com/omega-memory/omega-memory)** [![GitHub stars](https://img.shields.io/github/stars/omega-memory/omega-memory?style=social)](https://github.com/omega-memory/omega-memory): Persistent memory for AI coding agents with semantic search, auto-capture, intelligent forgetting, and cross-session learning. #1 on LongMemEval (95.4%). Local-first with zero cloud dependency.
-   **[stonianua/neither-mcp](https://github.com/stonianua/neither-mcp)** [![GitHub stars](https://img.shields.io/github/stars/stonianua/neither-mcp?style=social)](https://github.com/stonianua/neither-mcp): Hosted company-context graph for AI agents — decisions and memory with supersession; MCP server for Cursor and Claude Desktop (`npx -y @neitherai/mcp-server@latest`).
-   **[contextstream/mcp-server](https://github.com/contextstream/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/contextstream/mcp-server?style=social)](https://github.com/contextstream/mcp-server): Shared project memory / MCP for AI coding agents so Cursor, Claude, Codex, Grok, and others share context across tools.
-   **[vectorize-io/hindsight](https://github.com/vectorize-io/hindsight)** [![GitHub stars](https://img.shields.io/github/stars/vectorize-io/hindsight?style=social)](https://github.com/vectorize-io/hindsight): State-of-the-art long-term memory for AI agents by Vectorize, with retain/recall/reflect operations, multiple retrieval strategies, and an [MCP server integration](https://hindsight.vectorize.io/integrations). Open source and fully self-hostable.
-   **[get-engram/engram](https://github.com/get-engram/engram)** [![GitHub stars](https://img.shields.io/github/stars/get-engram/engram?style=social)](https://github.com/get-engram/engram): Hosted memory service for AI agents that stores complete, verbatim conversation transcripts with semantic search. Cloudflare Workers + D1 + Vectorize. Free tier at mcp.getengram.app.
-   **[entire-vc/evc-team-relay-mcp](https://github.com/entire-vc/evc-team-relay-mcp)** [![GitHub stars](https://img.shields.io/github/stars/entire-vc/evc-team-relay-mcp?style=social)](https://github.com/entire-vc/evc-team-relay-mcp): Collaborative Obsidian vault access via Team Relay — read, write, and sync notes with real-time CRDT-based conflict resolution.
-   **[screenpipe/screenpipe](https://github.com/screenpipe/screenpipe)** [![GitHub stars](https://img.shields.io/github/stars/screenpipe/screenpipe?style=social)](https://github.com/screenpipe/screenpipe): Searchable locally captured screen text and audio history for agent recall through [MCP](https://github.com/screenpipe/screenpipe/tree/main/packages/screenpipe-mcp#installation), source-available under the [Screenpipe Commercial License](https://github.com/screenpipe/screenpipe/blob/main/LICENSE.md); configured cloud features, remote clients and model providers can process context off-device.
-   **[samvallad33/vestige](https://github.com/samvallad33/vestige)** [![GitHub stars](https://img.shields.io/github/stars/samvallad33/vestige?style=social)](https://github.com/samvallad33/vestige): Local-first cognitive memory for AI coding agents. Rust binary with SQLite storage, FSRS-6 retention, prediction-error gating, active forgetting, spreading activation, and hybrid retrieval. Includes provenance and correction tools plus a 3D dashboard. Works with Claude Code, Cursor, VS Code, Codex, Windsurf, and JetBrains. `npx vestige-mcp-server`
-   **[Lians-ai/Lians](https://github.com/Lians-ai/Lians)** [![GitHub stars](https://img.shields.io/github/stars/Lians-ai/Lians?style=social)](https://github.com/Lians-ai/Lians): Runs local-first agent memory with SQLite, cross-session recall, and point-in-time history through MCP.
-   **[JanYork/llm-wiki-cli](https://github.com/JanYork/llm-wiki-cli)** [![GitHub stars](https://img.shields.io/github/stars/JanYork/llm-wiki-cli?style=social)](https://github.com/JanYork/llm-wiki-cli): Local-first, source-grounded project memory for coding agents with citations and provenance, bounded read-only MCP retrieval, atomic changesets, and optional document and code knowledge graphs.
-   **[devdasx/oath-wallet](https://github.com/devdasx/oath-wallet)** [![GitHub stars](https://img.shields.io/github/stars/devdasx/oath-wallet?style=social)](https://github.com/devdasx/oath-wallet): Official public, read-only Aperture Wallet knowledge server for product facts, self-custody security boundaries, 25 production mainnets, documented features, App Store releases, screen semantics, and Journal articles. Streamable HTTP at `https://aperturex.io/mcp/`; no authentication and no wallet, credential, signing, or transaction access.
-   **[vshulcz/deja-vu](https://github.com/vshulcz/deja-vu)** [![GitHub stars](https://img.shields.io/github/stars/vshulcz/deja-vu?style=social)](https://github.com/vshulcz/deja-vu): Shared session memory for coding agents, read from the transcripts 25 agents already write on this machine — including sessions from before it was installed. Nothing is written to a memory store; retrieval is lexical, with no LLM and no embeddings. One Go binary, MCP server plus hooks. `npx @vshulcz/deja-vu`
-   **[lyonzin/knowledge-rag](https://github.com/lyonzin/knowledge-rag)** [![GitHub stars](https://img.shields.io/github/stars/lyonzin/knowledge-rag?style=social)](https://github.com/lyonzin/knowledge-rag): Local RAG for Claude Code with hybrid search, cross-encoder reranking, markdown chunking, and query expansion (12 MCP tools). `pip install knowledge-rag`.
-   **[hermes-labs-ai/fidelis](https://github.com/hermes-labs-ai/fidelis)** [![GitHub stars](https://img.shields.io/github/stars/hermes-labs-ai/fidelis?style=social)](https://github.com/hermes-labs-ai/fidelis): Local-first agent memory server with zero-LLM recall (~127ms), integer-pointer filtering that prevents memory rephrasing, and a compressed snapshot layer for context injection; runs fully local against Ollama. `pip install fidelis-memory`.
-   **[liza-studio/skillmem](https://github.com/liza-studio/skillmem)** [![GitHub stars](https://img.shields.io/github/stars/liza-studio/skillmem?style=social)](https://github.com/liza-studio/skillmem): Stores how a task was solved — trigger, steps, outcome, lessons — and recalls it through editor hooks, entirely on the local machine.
-   **[louis030195/hyperconsciousness](https://github.com/louis030195/hyperconsciousness)** [![GitHub stars](https://img.shields.io/github/stars/louis030195/hyperconsciousness?style=social)](https://github.com/louis030195/hyperconsciousness): Developer-alpha encrypted knowledge store exposing MCP search and retrieval through scoped, expiring grants.
-   **[mnemoverse/mcp-memory-server](https://github.com/mnemoverse/mcp-memory-server)** [![GitHub stars](https://img.shields.io/github/stars/mnemoverse/mcp-memory-server?style=social)](https://github.com/mnemoverse/mcp-memory-server): Persistent memory for AI agents over MCP, with recall re-ranked by feedback on whether a memory helped; hosted remote server with OAuth at https://mcp.mnemoverse.com/mcp, or local `npx -y @mnemoverse/mcp-memory-server` with a key.
-   **[claimidx/claimidx](https://github.com/claimidx/claimidx)** [![GitHub stars](https://img.shields.io/github/stars/claimidx/claimidx?style=social)](https://github.com/claimidx/claimidx): Prior-art failure index for coding agents.
-   **[eidetic-works/nucleus-mcp](https://github.com/eidetic-works/nucleus-mcp)** [![GitHub stars](https://img.shields.io/github/stars/eidetic-works/nucleus-mcp?style=social)](https://github.com/eidetic-works/nucleus-mcp): Local-first MCP server for persistent memory, execution verification, governance, and compliance.

### ⚖️ Legal & Compliance

-   **[Cleo-Labs-IA/skills_library](https://github.com/Cleo-Labs-IA/skills_library)** [![GitHub stars](https://img.shields.io/github/stars/Cleo-Labs-IA/skills_library?style=social)](https://github.com/Cleo-Labs-IA/skills_library): Product-compliance MCP server exposing 45 production-grade compliance skills (cosmetics, food, electronics, toys, textiles, supplements, medical devices, customs, recalls, claims, sustainability) as MCP resources, prompts, and tools. `npx -y @cleo-labs/skills-mcp@latest`. MIT.
-   **[0xbrainkid/agentfolio-mcp-server](https://github.com/0xbrainkid/agentfolio-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/0xbrainkid/agentfolio-mcp-server?style=social)](https://github.com/0xbrainkid/agentfolio-mcp-server): AI agent identity verification, trust scores, and marketplace access via Solana Agent Trust Protocol (SATP).
-   **[Built-AI/prism-mcp](https://github.com/Built-AI/prism-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Built-AI/prism-mcp?style=social)](https://github.com/Built-AI/prism-mcp): Every deadline in a lease, mortgage, insurance policy or HOA document, with its date, what happens if it is missed, and the source clause. Remote server (streamable HTTP, OAuth).

### 🗺️ Location Services

-   **[stayingapi/hotel-mcp](https://github.com/stayingapi/hotel-mcp)** [![GitHub stars](https://img.shields.io/github/stars/stayingapi/hotel-mcp?style=social)](https://github.com/stayingapi/hotel-mcp): Hosted remote MCP server for live accommodation data across Airbnb, Booking.com, Vrbo, and Google Hotels (search, availability, prices, price comparison, reviews, listings).
-   **[webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo)** [![GitHub stars](https://img.shields.io/github/stars/webcoderz/MCP-Geo?style=social)](https://github.com/webcoderz/MCP-Geo): Offers geocoding capabilities using various services.
-   **[briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo)** [![GitHub stars](https://img.shields.io/github/stars/briandconnelly/mcp-server-ipinfo?style=social)](https://github.com/briandconnelly/mcp-server-ipinfo): Provides IP address geolocation and network information via ipinfo.io.
-   **[iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate)** [![GitHub stars](https://img.shields.io/github/stars/iplocate/mcp-server-iplocate?style=social)](https://github.com/iplocate/mcp-server-iplocate): Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io.
-   **[jjsantos01/qgis_mcp](https://github.com/jjsantos01/qgis_mcp)** [![GitHub stars](https://img.shields.io/github/stars/jjsantos01/qgis_mcp?style=social)](https://github.com/jjsantos01/qgis_mcp): Integrates QGIS Desktop with Claude AI for project creation and code execution.
-   **[kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kukapay/nearby-search-mcp?style=social)](https://github.com/kukapay/nearby-search-mcp): Enables nearby place searches using IP-based location detection.
-   **[cargoffer/bolsa_de_carga-mcp](https://github.com/cargoffer/bolsa_de_carga-mcp)** [![GitHub stars](https://img.shields.io/github/stars/cargoffer/bolsa_de_carga-mcp?style=social)](https://github.com/cargoffer/bolsa_de_carga-mcp): Freight marketplace/load board MCP server. Search loads, manage deliveries, and interact with logistics operations through the Cargoffer API.
-   **[cargoffer/transcend-mcp-server](https://github.com/cargoffer/transcend-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/cargoffer/transcend-mcp-server?style=social)](https://github.com/cargoffer/transcend-mcp-server): AI-powered route optimization MCP server for heavy vehicles. Calculate truck routes, predict traffic, compute tolls and fuel costs across Europe.
-   **[ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io)** [![GitHub stars](https://img.shields.io/github/stars/ip2location/mcp-ip2location-io?style=social)](https://github.com/ip2location/mcp-ip2location-io): IP2Location.io API integration to retrieve geolocation information for an IP address.
-   **[jocarrd/aemet-mcp](https://github.com/jocarrd/aemet-client/tree/main/packages/aemet-mcp)** [![GitHub stars](https://img.shields.io/github/stars/jocarrd/aemet-client?style=social)](https://github.com/jocarrd/aemet-client): Spanish weather from AEMET, the national meteorological agency: municipal forecasts, CAP warnings, station observations, climate records, and beach, mountain and marine forecasts.
-   **[RevList/pocket-drives-mcp](https://github.com/RevList/pocket-drives-mcp)** [![GitHub stars](https://img.shields.io/github/stars/RevList/pocket-drives-mcp?style=social)](https://github.com/RevList/pocket-drives-mcp): Search peer-to-peer luxury, exotic, and EV rentals from independent hosts. Booking finishes in the iOS app. Remote at https://pocketdrives.ai/mcp.
-   **[ticketlens/ticketlens-experiences-mcp](https://github.com/ticketlens/ticketlens-experiences-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ticketlens/ticketlens-experiences-mcp?style=social)](https://github.com/ticketlens/ticketlens-experiences-mcp): Search tours, tickets, attractions, and activities for AI travel planners via hosted MCP or REST.
-   **[danishashko/geocode-mcp](https://github.com/danishashko/geocode-mcp)** [![GitHub stars](https://img.shields.io/github/stars/danishashko/geocode-mcp?style=social)](https://github.com/danishashko/geocode-mcp): Geocoding via OpenStreetMap Nominatim: forward/reverse geocoding, place search, distance. 4 tools, no API key. `npx geocode-mcp`.
-   **[kylehawke-stack/locationlists-mcp](https://github.com/kylehawke-stack/locationlists-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kylehawke-stack/locationlists-mcp?style=social)](https://github.com/kylehawke-stack/locationlists-mcp): Search, sample, count and buy US business location datasets (dealers, chains, contractors). Card checkout or x402 USDC. Remote at https://locationlists.com/mcp, no auth.
-   **[zornade/zornade-mcp](https://github.com/zornade/zornade-mcp)** [![GitHub stars](https://img.shields.io/github/stars/zornade/zornade-mcp?style=social)](https://github.com/zornade/zornade-mcp): Italian cadastral, geospatial and real-estate data for AI agents: geocoding, parcel profiles with risk and solar layers, valuations and administrative lists.
-   **[lewismvaughan/tablejourney-mcp](https://github.com/lewismvaughan/tablejourney-mcp)** [![GitHub stars](https://img.shields.io/github/stars/lewismvaughan/tablejourney-mcp?style=social)](https://github.com/lewismvaughan/tablejourney-mcp): Remote MCP server for food travel data: restaurants, cafes, markets, festivals, day plans and bookable food tours with source URLs.

### 🎯 Marketing

-   **[axelfreeman/tapac-mcp](https://github.com/axelfreeman/tapac-mcp)** [![GitHub stars](https://img.shields.io/github/stars/axelfreeman/tapac-mcp?style=social)](https://github.com/axelfreeman/tapac-mcp): Finds and verifies B2B business contacts in real time from public websites, Telegram, and Discord, with SMTP email validation. `npx -y @tapacapi/mcp`.
-   **[chrisgu/agentiq-mcp](https://github.com/chrisgu/agentiq-mcp)** [![GitHub stars](https://img.shields.io/github/stars/chrisgu/agentiq-mcp?style=social)](https://github.com/chrisgu/agentiq-mcp): AgentIQ MCP for [MoltAd](https://moltad.net) — publishers earn credits via `deliver_ad` after `list_placement` ([setup](https://moltad.net/publishers)). Remote `https://moltad.net/mcp`.
-   **[henu-wang/geoscore-mcp](https://github.com/henu-wang/geoscore-mcp)** [![GitHub stars](https://img.shields.io/github/stars/henu-wang/geoscore-mcp?style=social)](https://github.com/henu-wang/geoscore-mcp): AI search optimization (GEO). Scans websites for AI search readiness, generates llms.txt, Schema.org fixes, and meta tag optimizations.
-   **[bzsasson/screaming-frog-mcp](https://github.com/bzsasson/screaming-frog-mcp)** [![GitHub stars](https://img.shields.io/github/stars/bzsasson/screaming-frog-mcp?style=social)](https://github.com/bzsasson/screaming-frog-mcp): MCP server for Screaming Frog SEO Spider — list saved crawls, export SEO audit data, read and filter results, and manage crawl storage through natural language.
-   **[nowork-studio/notfair-plugin](https://github.com/nowork-studio/notfair-plugin)** [![GitHub stars](https://img.shields.io/github/stars/nowork-studio/notfair-plugin?style=social)](https://github.com/nowork-studio/notfair-plugin): Open-source Claude Code agent skills for SEO, GEO, Google Ads, and Meta Ads — connects to live data via Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
-   **[open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools)** [![GitHub stars](https://img.shields.io/github/stars/open-strategy-partners/osp_marketing_tools?style=social)](https://github.com/open-strategy-partners/osp_marketing_tools): Provides a set of marketing tools from Open Strategy Partners.
-   **[leadfuze/mcp-server](https://github.com/leadfuze/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/leadfuze/mcp-server?style=social)](https://github.com/leadfuze/mcp-server): Contact and company enrichment from email and LinkedIn URLs with email validation.
-   **[vdalhambra/siteaudit-mcp](https://github.com/vdalhambra/siteaudit-mcp)** [![GitHub stars](https://img.shields.io/github/stars/vdalhambra/siteaudit-mcp?style=social)](https://github.com/vdalhambra/siteaudit-mcp): Full website audits in 11 tools — SEO score, Lighthouse performance, security headers, WCAG accessibility, Schema.org validation, and competitor site comparisons.
-   **[teamsincetoday/podcast-commerce-mcp](https://github.com/teamsincetoday/podcast-commerce-mcp)** [![GitHub stars](https://img.shields.io/github/stars/teamsincetoday/podcast-commerce-mcp?style=social)](https://github.com/teamsincetoday/podcast-commerce-mcp): Extracts affiliate products, sponsors, and commerce intelligence from podcast transcripts. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
-   **[teamsincetoday/newsletter-commerce-mcp](https://github.com/teamsincetoday/newsletter-commerce-mcp)** [![GitHub stars](https://img.shields.io/github/stars/teamsincetoday/newsletter-commerce-mcp?style=social)](https://github.com/teamsincetoday/newsletter-commerce-mcp): Extracts affiliate products and sponsored content from newsletter issues. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
-   **[teamsincetoday/recipe-commerce-mcp](https://github.com/teamsincetoday/recipe-commerce-mcp)** [![GitHub stars](https://img.shields.io/github/stars/teamsincetoday/recipe-commerce-mcp?style=social)](https://github.com/teamsincetoday/recipe-commerce-mcp): Extracts shoppable ingredients and affiliate product opportunities from recipe content. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
-   **[ajfrai/qr-business-cards-mcp](https://github.com/ajfrai/qr-business-cards-mcp)** [![GitHub stars](https://img.shields.io/github/stars/ajfrai/qr-business-cards-mcp?style=social)](https://github.com/ajfrai/qr-business-cards-mcp): Creates professional QR business card profiles with digital contact sharing. Remote MCP server with Streamable HTTP transport at `https://qr-business-cards.com/api/mcp`.
-   **[grovs-io/mcp](https://github.com/grovs-io/mcp)** [![GitHub stars](https://img.shields.io/github/stars/grovs-io/mcp?style=social)](https://github.com/grovs-io/mcp): Deep linking, attribution, analytics, and campaign management for mobile apps with Grovs — an open-source alternative to Branch and AppsFlyer.
-   **[arenza-ai/arenza-mcp-client-ts](https://github.com/arenza-ai/arenza-mcp-client-ts)** [![GitHub stars](https://img.shields.io/github/stars/arenza-ai/arenza-mcp-client-ts?style=social)](https://github.com/arenza-ai/arenza-mcp-client-ts): Hosted MCP server (mcp.arenza.ai) and TypeScript client for tracking brand visibility, share of voice, sentiment, and citations across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Grok.
-   **[jabbawocky/proposalcraft](https://github.com/jabbawocky/proposalcraft)** [![GitHub stars](https://img.shields.io/github/stars/jabbawocky/proposalcraft?style=social)](https://github.com/jabbawocky/proposalcraft): Drafts client proposals in your voice from a brief — analyze scope risks, draft using your saved examples as style reference, review before sending, generate a formal Scope of Work, and write non-pushy follow-ups. 11 tools, local-only, no API key.
-   **[estevecastells/llmpulse-mcp](https://github.com/estevecastells/llmpulse-mcp)** [![GitHub stars](https://img.shields.io/github/stars/estevecastells/llmpulse-mcp?style=social)](https://github.com/estevecastells/llmpulse-mcp): AI search visibility (GEO/AEO): brand mentions, citations, share of voice, and AI-referred traffic across ChatGPT, Perplexity, Gemini, and Google AI Overviews.
-   **[estevecastells/domscan-mcp](https://github.com/estevecastells/domscan-mcp)** [![GitHub stars](https://img.shields.io/github/stars/estevecastells/domscan-mcp?style=social)](https://github.com/estevecastells/domscan-mcp): Domain intelligence: availability across 1500+ TLDs, DNS, WHOIS/RDAP, SSL, subdomains, valuation, email security, and typosquatting/brand protection.
-   **[getopenpost/openpost](https://github.com/getopenpost/openpost)** [![GitHub stars](https://img.shields.io/github/stars/getopenpost/openpost?style=social)](https://github.com/getopenpost/openpost): Open-source, self-hosted social publishing and scheduling with an authenticated MCP server for preparing destination-specific content, reusing media, validating, scheduling, publishing, and inspecting delivery status.
-   **[chrisgu/lobex-mcp](https://github.com/chrisgu/lobex-mcp)** [![GitHub stars](https://img.shields.io/github/stars/chrisgu/lobex-mcp?style=social)](https://github.com/chrisgu/lobex-mcp): Agent-to-agent marketplace MCP (remote https://lobex.app/mcp). List/buy/sell services for gas; BTC cashout.
-   **[pucilpet/crawlgraph-mcp](https://github.com/pucilpet/crawlgraph-mcp)** [![GitHub stars](https://img.shields.io/github/stars/pucilpet/crawlgraph-mcp?style=social)](https://github.com/pucilpet/crawlgraph-mcp): Backlink lookups, competitor link-gap analysis, and ranked outreach targets from Common Crawl's open web graph (about 120M domains, 4.4B edges, refreshed quarterly). Free tier, no card. Install: `npx -y crawlgraph-mcp`.
-   **[singaporeandurian/instaseer-mcp](https://github.com/singaporeandurian/instaseer-mcp)** [![GitHub stars](https://img.shields.io/github/stars/singaporeandurian/instaseer-mcp?style=social)](https://github.com/singaporeandurian/instaseer-mcp): InstaSeer — Instagram/TikTok/Facebook audience analysis for AI agents. Pull full public post timelines, engagement stats, and posting-calendar heatmaps for any public profile. Remote Streamable HTTP server at https://www.instaseer.com/mcp with OAuth 2.1 or API keys, 5 tools, free tier included.
-   **[CodePhantom-1/ddmarketer-mcp](https://github.com/CodePhantom-1/ddmarketer-mcp)** [![GitHub stars](https://img.shields.io/github/stars/CodePhantom-1/ddmarketer-mcp?style=social)](https://github.com/CodePhantom-1/ddmarketer-mcp): Searches validated SaaS opportunities mined from real user complaints across 8 public sources and scored 0-100 for commercial intent. Hosted remote endpoint, no install, free tier needs no API key.
-   **[fly0pants/admapix](https://github.com/fly0pants/admapix)** [![GitHub stars](https://img.shields.io/github/stars/fly0pants/admapix?style=social)](https://github.com/fly0pants/admapix): Search global advertising creatives and return structured JSON for competitor ad research. `pip install admapix-mcp`.
-   **[PaidSync/paidsync-mcp](https://github.com/PaidSync/paidsync-mcp)** [![GitHub stars](https://img.shields.io/github/stars/PaidSync/paidsync-mcp?style=social)](https://github.com/PaidSync/paidsync-mcp): AI-powered ad management across major paid-media platforms via hosted MCP. Endpoint https://mcp.paidsync.ai/mcp.
-   **[onlineprfoundation/online-pr-mcp](https://github.com/onlineprfoundation/online-pr-mcp)** [![GitHub stars](https://img.shields.io/github/stars/onlineprfoundation/online-pr-mcp?style=social)](https://github.com/onlineprfoundation/online-pr-mcp): PR and press-release platform — search agencies, browse publications, packages, rankings, and quotes. `npx online-pr-mcp`.
-   **[menaker/adtest-mcp](https://github.com/menaker/adtest-mcp)** [![GitHub stars](https://img.shields.io/github/stars/menaker/adtest-mcp?style=social)](https://github.com/menaker/adtest-mcp): Score an image, video or text ad on 13 effectiveness dimensions with AdTest.AI and get a report with concrete fixes before you spend on media.
-   **[minds-ai-co/minds-mcp](https://github.com/minds-ai-co/minds-mcp)** [![GitHub stars](https://img.shields.io/github/stars/minds-ai-co/minds-mcp?style=social)](https://github.com/minds-ai-co/minds-mcp): Synthetic market research: create AI audiences, interview them and run studies such as MaxDiff, conjoint and NPS.
-   **[techreone/xknow-mcp](https://github.com/techreone/xknow-mcp)** [![GitHub stars](https://img.shields.io/github/stars/techreone/xknow-mcp?style=social)](https://github.com/techreone/xknow-mcp): Domain knowledge base for AI agents: curated, source-backed SEO, SaaS, and LLM-wiki notes with ranked keyword search, full-note retrieval, knowledge-graph exploration, and citations. Local stdio, no API key. `npx -y xknow-mcp`
-   **[adifsgaid/socialfaktory-mcp](https://github.com/adifsgaid/socialfaktory-mcp)** [![GitHub stars](https://img.shields.io/github/stars/adifsgaid/socialfaktory-mcp?style=social)](https://github.com/adifsgaid/socialfaktory-mcp): Connects agents to SocialFaktory (https://www.socialfaktory.com), a hosted MCP server with OAuth that writes, generates, schedules and publishes a brand's social content on TikTok, Instagram, YouTube, X, LinkedIn, Facebook and Pinterest.
-   **[unfetch-com/agent-plugin](https://github.com/unfetch-com/agent-plugin)** [![GitHub stars](https://img.shields.io/github/stars/unfetch-com/agent-plugin?style=social)](https://github.com/unfetch-com/agent-plugin): Unfetch Google Ads MCP reporting for campaigns, spend, conversions, and search terms, plus Google Analytics, Google Search Console, keyword research, and web research through a hosted OAuth endpoint with read-only account access.
-   **[nyyhao/saascity-mcp](https://github.com/nyyhao/saascity-mcp)** [![GitHub stars](https://img.shields.io/github/stars/nyyhao/saascity-mcp?style=social)](https://github.com/nyyhao/saascity-mcp): Product launch toolkit: audits a homepage before launch, recommends startup and SaaS directories by Ahrefs DR, dofollow and price, and submits to [SaaSCity](https://saascity.io). Remote `https://saascity.io/api/mcp`, no API key.
-   **[robot-speed/mcp](https://github.com/robot-speed/mcp)** [![GitHub stars](https://img.shields.io/github/stars/robot-speed/mcp?style=social)](https://github.com/robot-speed/mcp): AI SEO platform MCP — keyword research, content calendar, site audits, backlinks, and CMS publishing via remote HTTP (`https://www.robot-speed.com/api/mcp`).
-   **[amflimited/threadfox](https://github.com/amflimited/threadfox)** [![GitHub stars](https://img.shields.io/github/stars/amflimited/threadfox?style=social)](https://github.com/amflimited/threadfox): Paid Reddit MCP server and skill for Claude Code and Codex that reads community rules, searches, posts and replies through your own logged-in Chrome, with a local ledger that blocks double posts and rechecks posts for removal.
-   **[jonathan-politzki/smartlead-mcp-server](https://github.com/jonathan-politzki/smartlead-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/jonathan-politzki/smartlead-mcp-server?style=social)](https://github.com/jonathan-politzki/smartlead-mcp-server): MCP server for Smartlead. Also works with n8n and workflow automation platforms.
-   **[sortlist/overloop-cli](https://github.com/sortlist/overloop-cli)** [![GitHub stars](https://img.shields.io/github/stars/sortlist/overloop-cli?style=social)](https://github.com/sortlist/overloop-cli): AI-powered outbound engine. Source prospects from 450M+ contacts, launch email + LinkedIn campaigns, manage conversations. JSON output, agent-native. Install via `npm i -g overloop-cli`.
-   **[sortlist/max-cli](https://github.com/sortlist/max-cli)** [![GitHub stars](https://img.shields.io/github/stars/sortlist/max-cli?style=social)](https://github.com/sortlist/max-cli): Intent signal monitoring. Track LinkedIn engagers, keyword posters, job changers, and funding events. JSON output for agent pipelines. Install via `npm i -g signals-sortlist-cli`.
-   **[@bulkpublish/mcp-server](https://github.com/azeemkafridi/bulkpublish-api/tree/main/mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/azeemkafridi/bulkpublish-api?style=social)](https://github.com/azeemkafridi/bulkpublish-api): MCP server for social media publishing across 11 platforms — create posts, schedule, upload media, and track analytics. 29 tools via `npx -y @bulkpublish/mcp-server`.
-   **[posteverywhere/mcp](https://github.com/posteverywhere/mcp)** [![GitHub stars](https://img.shields.io/github/stars/posteverywhere/mcp?style=social)](https://github.com/posteverywhere/mcp): Schedule and publish to Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Discord and Telegram from natural language. Hosted MCP connector plus npm package.
-   **[Autoposting-ai/autoposting-mcp](https://github.com/Autoposting-ai/autoposting-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Autoposting-ai/autoposting-mcp?style=social)](https://github.com/Autoposting-ai/autoposting-mcp): Remote MCP server for Autoposting — schedule, generate and publish social posts to X, LinkedIn, Instagram, Threads and YouTube. 69 tools over Streamable HTTP at `https://app.autoposting.ai/mcp`, OAuth 2.1 with Dynamic Client Registration, nothing to install.
-   **[Misar-AI/misarmail-mcp](https://github.com/Misar-AI/misarmail-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Misar-AI/misarmail-mcp?style=social)](https://github.com/Misar-AI/misarmail-mcp): Sends and schedules transactional and campaign email, with contacts, lists, templates and delivery analytics. 54 tools. Run with `npx -y @misarmail/mcp`, or remotely at `https://mail.misar.io/api/mcp`.
-   **[Misar-AI/misarreach-mcp](https://github.com/Misar-AI/misarreach-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Misar-AI/misarreach-mcp?style=social)](https://github.com/Misar-AI/misarreach-mcp): Runs cold-outreach campaigns — prospect lists, multi-step sequences, deliverability checks and reply tracking. 27 tools. Run with `npx -y @misarreach/mcp`, or remotely at `https://api.misar.io/reach/mcp`.
-   **[springbrand-lab/springbrand-agent-setup](https://github.com/springbrand-lab/springbrand-agent-setup)** [![GitHub stars](https://img.shields.io/github/stars/springbrand-lab/springbrand-agent-setup?style=social)](https://github.com/springbrand-lab/springbrand-agent-setup): Go-to-market tools for social listening, website traffic and SEO research, company and contact discovery, and content generation.
-   **[manifoldmcp/marketing-skills](https://github.com/manifoldmcp/marketing-skills)** [![GitHub stars](https://img.shields.io/github/stars/manifoldmcp/marketing-skills?style=social)](https://github.com/manifoldmcp/marketing-skills): Plugin, marketing skills and connection config for Manifold, a hosted MCP server that gives agents read-only SEO, AI search, social, ad and lead data.
-   **[Upload-Post/upload-post-mcp](https://github.com/Upload-Post/upload-post-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Upload-Post/upload-post-mcp?style=social)](https://github.com/Upload-Post/upload-post-mcp): Publishes, schedules and analyzes social media posts on TikTok, Instagram, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Reddit and Bluesky.
-   **[vanshyadav1408/Omentir](https://github.com/vanshyadav1408/Omentir)** [![GitHub stars](https://img.shields.io/github/stars/vanshyadav1408/Omentir?style=social)](https://github.com/vanshyadav1408/Omentir): LinkedIn prospecting and outreach MCP server (hosted with OAuth or self-hosted) to find and score leads, draft messages, run human-paced campaigns, and answer replies.
-   **[FastSocialCo/instagram-data-mcp](https://github.com/FastSocialCo/instagram-data-mcp)** [![GitHub stars](https://img.shields.io/github/stars/FastSocialCo/instagram-data-mcp?style=social)](https://github.com/FastSocialCo/instagram-data-mcp): Read-only public Instagram data (profiles, posts, reels, stories, comments, hashtags, search) over a remote MCP endpoint with OAuth sign-in.

### 📊 Monitoring

-   **[getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp)** [![GitHub stars](https://img.shields.io/github/stars/getsentry/sentry-mcp?style=social)](https://github.com/getsentry/sentry-mcp): Official Sentry MCP server for querying issues, errors, and projects in Sentry.
-   **[MindscapeHQ/mcp-server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** [![GitHub stars](https://img.shields.io/github/stars/MindscapeHQ/mcp-server-raygun?style=social)](https://github.com/MindscapeHQ/mcp-server-raygun): Integrates with Raygun API for crash reporting.
-   **[metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/metoro-io/metoro-mcp-server?style=social)](https://github.com/metoro-io/metoro-mcp-server): Queries and interacts with Kubernetes environments monitored by Metoro.
-   **[grafana/mcp-grafana](https://github.com/grafana/mcp-grafana)** [![GitHub stars](https://img.shields.io/github/stars/grafana/mcp-grafana?style=social)](https://github.com/grafana/mcp-grafana): Searches dashboards and queries datasources in Grafana.
-   **[shibley/apistatuscheck-mcp-server](https://github.com/shibley/apistatuscheck-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/shibley/apistatuscheck-mcp-server?style=social)](https://github.com/shibley/apistatuscheck-mcp-server): Aggregated API and service status monitoring. Query real-time status of 285 popular services, check outage history, and get health data for incident response.
-   **[pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp)** [![GitHub stars](https://img.shields.io/github/stars/pydantic/logfire-mcp?style=social)](https://github.com/pydantic/logfire-mcp): Accesses OpenTelemetry traces and metrics through Logfire.
-   **[seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor)** [![GitHub stars](https://img.shields.io/github/stars/seekrays/mcp-monitor?style=social)](https://github.com/seekrays/mcp-monitor): Provides system monitoring via MCP, exposing various metrics.
-   **[unitedideas/resolve-mcp](https://github.com/unitedideas/resolve-mcp)** [![GitHub stars](https://img.shields.io/github/stars/unitedideas/resolve-mcp?style=social)](https://github.com/unitedideas/resolve-mcp): Structured error recovery playbooks with retry strategies and backoff schedules for 20+ services.
-   **[iPythoning/domain-monitor-mcp-server](https://github.com/iPythoning/domain-monitor-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/iPythoning/domain-monitor-mcp-server?style=social)](https://github.com/iPythoning/domain-monitor-mcp-server): Domain WHOIS and SSL certificate monitoring via RDAP and crt.sh — single or batch domain checks with severity classification. Zero API keys, stdio transport. Install: `npx domain-monitor-mcp-server`.
-   **[JoeyBrar/agentseal-mcp](https://github.com/JoeyBrar/agentseal-mcp)** [![GitHub stars](https://img.shields.io/github/stars/JoeyBrar/agentseal-mcp?style=social)](https://github.com/JoeyBrar/agentseal-mcp): Action logs for AI agents, recording every action in a SHA-256 hash chain for verifiable audit trails.
-   **[pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/pab1it0/prometheus-mcp-server?style=social)](https://github.com/pab1it0/prometheus-mcp-server): Provides querying and analysis of Prometheus monitoring system.

### 🔎 Search

-   **[chaitin/baizhi-agent-toolkit](https://github.com/chaitin/baizhi-agent-toolkit)** [![GitHub stars](https://img.shields.io/github/stars/chaitin/baizhi-agent-toolkit?style=social)](https://github.com/chaitin/baizhi-agent-toolkit): Hosted web search, page retrieval, and structured extraction over Streamable HTTP; requires your own Bearer key, may incur charges, and publishes configs and docs rather than backend source.
-   **[kopachlager/prerenderbuddy-mcp](https://github.com/kopachlager/prerenderbuddy-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kopachlager/prerenderbuddy-mcp?style=social)](https://github.com/kopachlager/prerenderbuddy-mcp): Crawling-readability diagnostics for public pages across crawler profiles, with commands and raw diff checks for bot visibility and discovery files (`robots.txt`, `sitemap.xml`, `llms.txt`).
-   **[brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/brave/brave-search-mcp-server?style=social)](https://github.com/brave/brave-search-mcp-server): Official Brave Search MCP server for web, local, image, video, and news search, plus AI summarization, via the Brave Search API.
-   **[angheljf/nyt](https://github.com/angheljf/nyt)** [![GitHub stars](https://img.shields.io/github/stars/angheljf/nyt?style=social)](https://github.com/angheljf/nyt): Searches articles using the NYTimes API.
-   **[pranciskus/newsmcp](https://github.com/pranciskus/newsmcp)** [![GitHub stars](https://img.shields.io/github/stars/pranciskus/newsmcp?style=social)](https://github.com/pranciskus/newsmcp): Real-time world news for AI agents — events clustered from hundreds of sources, classified by 12 topics and 30+ geographic regions, ranked by importance. Free, no API key required.
-   **[Alisammour/storyflo-mcp](https://github.com/Alisammour/storyflo-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Alisammour/storyflo-mcp?style=social)](https://github.com/Alisammour/storyflo-mcp): Curated audio-news MCP server. Search trending articles, fetch narrated audio, subscribe topic feeds. OAuth 2.1 + RFC 7591 DCR. Free tier; premium briefings via x402 over USDC on Base mainnet. Hosted at `https://api.storyflo.com/mcp/v1`.
-   **[ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi)** [![GitHub stars](https://img.shields.io/github/stars/ac3xx/mcp-servers-kagi?style=social)](https://github.com/ac3xx/mcp-servers-kagi): Integrates with the Kagi search API.
-   **[bh-rat/context-awesome](https://github.com/bh-rat/context-awesome)** [![GitHub stars](https://img.shields.io/github/stars/bh-rat/context-awesome?style=social)](https://github.com/bh-rat/context-awesome): Searches curated awesome lists and resources for AI agents.
-   **[exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/exa-labs/exa-mcp-server?style=social)](https://github.com/exa-labs/exa-mcp-server): Provides access to the Exa AI Search API.
-   **[offendersearch/mcp](https://github.com/offendersearch/mcp)** [![GitHub stars](https://img.shields.io/github/stars/offendersearch/mcp?style=social)](https://github.com/offendersearch/mcp): Searches all 58 US sex-offender registries — every US state, DC and the territories — in one query. `pip install` or remote streamable-HTTP at mcp.offendersearch.app. Backed by offendersearch.app.
-   **[superagents-lab/search1api-mcp](https://github.com/superagents-lab/search1api-mcp)** [![GitHub stars](https://img.shields.io/github/stars/superagents-lab/search1api-mcp?style=social)](https://github.com/superagents-lab/search1api-mcp): Performs searches via search1api.
-   **[unifapi-agent/unifapi-mcp-server](https://github.com/unifapi-agent/unifapi-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/unifapi-agent/unifapi-mcp-server?style=social)](https://github.com/unifapi-agent/unifapi-mcp-server): Hosted public-data MCP server for social, search, scrape, news, creator research, and KOL pricing workflows.
-   **[Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily)** [![GitHub stars](https://img.shields.io/github/stars/Tomatio13/mcp-server-tavily?style=social)](https://github.com/Tomatio13/mcp-server-tavily): Integrates with Tavily AI search API.
-   **[blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server)** [![GitHub stars](https://img.shields.io/github/stars/blazickjp/arxiv-mcp-server?style=social)](https://github.com/blazickjp/arxiv-mcp-server): Searches research papers on ArXiv.
-   **[andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv)** [![GitHub stars](https://img.shields.io/github/stars/andybrandt/mcp-simple-arxiv?style=social)](https://github.com/andybrandt/mcp-simple-arxiv): Allows searching and reading papers from arXiv.
-   **[andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed)** [![GitHub stars](https://img.shields.io/github/stars/andybrandt/mcp-simple-pubmed?style=social)](https://github.com/andybrandt/mcp-simple-pubmed): Allows searching and reading papers from PubMed.
-   **[keptlive/contextwire-mcp](https://github.com/keptlive/contextwire-mcp)** [![GitHub stars](https://img.shields.io/github/stars/keptlive/contextwire-mcp?style=social)](https://github.com/keptlive/contextwire-mcp): Free search API for AI agents with 105 engines, 22 profiles, remote MCP server, and 94.3% SimpleQA accuracy. Tools: ask, search, extract, research, batch_search.
-   **[c5huracan/meyhem](https://github.com/c5huracan/meyhem)** [![GitHub stars](https://img.shields.io/github/stars/c5huracan/meyhem?style=social)](https://github.com/c5huracan/meyhem): Agent-native search that blends multiple engines, dedupes results, and ranks by task-completion outcomes. No API key required.
-   **[Pattyboi101/indiestack](https://github.com/Pattyboi101/indiestack)** [![GitHub stars](https://img.shields.io/github/stars/Pattyboi101/indiestack?style=social)](https://github.com/Pattyboi101/indiestack): Open-source supply chain for AI agents — 3,000+ indie creations across 25 categories with 15 MCP tools. Install via `uvx --from indiestack indiestack-mcp`.
-   **[uju777/mcp-server-naver-search](https://github.com/uju777/mcp-server-naver-search)** [![GitHub stars](https://img.shields.io/github/stars/uju777/mcp-server-naver-search?style=social)](https://github.com/uju777/mcp-server-naver-search): Naver Search integration for Shopping, Cafe, and News.
-   **[rog0x/mcp-web-tools](https://github.com/rog0x/mcp-web-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-web-tools?style=social)](https://github.com/rog0x/mcp-web-tools): Web scraping, content extraction, site monitoring, and search for AI agents.
-   **[rog0x/mcp-seo-tools](https://github.com/rog0x/mcp-seo-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-seo-tools?style=social)](https://github.com/rog0x/mcp-seo-tools): SEO analysis — meta tags, keywords, link checking, and sitemap generation.
-   **[octoco-ltd/sheetsdata-mcp](https://github.com/octoco-ltd/sheetsdata-mcp)** [![GitHub stars](https://img.shields.io/github/stars/octoco-ltd/sheetsdata-mcp?style=social)](https://github.com/octoco-ltd/sheetsdata-mcp): Electronic component datasheet search — specs, pinouts, and package info extracted from manufacturer PDFs.
-   **[Nadeus/toolradar-mcp](https://github.com/Nadeus/toolradar-mcp)** [![GitHub stars](https://img.shields.io/github/stars/Nadeus/toolradar-mcp?style=social)](https://github.com/Nadeus/toolradar-mcp): Search, compare, and get pricing for 8,600+ software tools with verified data, editorial scores, G2/Capterra ratings, and real alternatives. Install via `npx -y toolradar-mcp`.
-   **[federicodeponte/openpaper-mcp](https://github.com/federicodeponte/openpaper-mcp)** [![GitHub stars](https://img.shields.io/github/stars/federicodeponte/openpaper-mcp?style=social)](https://github.com/federicodeponte/openpaper-mcp): Generates full academic papers with verified citations via OpenPaper.dev.
-   **[unitedideas/nothumansearch](https://github.com/unitedideas/nothumansearch)** [![GitHub stars](https://img.shields.io/github/stars/unitedideas/nothumansearch?style=social)](https://github.com/unitedideas/nothumansearch): MCP server for AI tool discovery. Search 8,600+ indexed AI tools and MCP servers. Live at [nothumansearch.ai](https://nothumansearch.ai).
-   **[unitedideas/aidevboard-mcp](https://github.com/unitedideas/aidevboard-mcp)** [![GitHub stars](https://img.shields.io/github/stars/unitedideas/aidevboard-mcp?style=social)](https://github.com/unitedideas/aidevboard-mcp): MCP server for AI developer job search. Search 5,000+ AI and ML positions with filters for role, location, and salary. Live at [aidevboard.com](https://aidevboard.com).
-   **[worklittle/jobs-mcp](https://github.com/worklittle/jobs-mcp)** [![GitHub stars](https://img.shields.io/github/stars/worklittle/jobs-mcp?style=social)](https://github.com/worklittle/jobs-mcp): Search over 4 million jobs with visa, salary, and distance filters; swipe to apply and save roles. Remote MCP at https://mcp.worklittle.com/.
-   **[getclera/mcp](https://github.com/getclera/mcp)** [![GitHub stars](https://img.shields.io/github/stars/getclera/mcp?style=social)](https://github.com/getclera/mcp): Search 210,000+ vetted startup candidates, review Clera's picks for your open roles and request intros over a hosted OAuth endpoint.
-   **[yyeongjin/secret_mcp](https://github.com/yyeongjin/secret_mcp)** [![GitHub stars](https://img.shields.io/github/stars/yyeongjin/secret_mcp?style=social)](https://github.com/yyeongjin/secret_mcp): Evidence-grounded web design analysis of GDWEB references that produces implementation-ready DESIGN_INDEX specs. `npx -y secret-design-mcp`.
-   **[usenetstate/statsnet-mcp](https://github.com/usenetstate/statsnet-mcp)** [![GitHub stars](https://img.shields.io/github/stars/usenetstate/statsnet-mcp?style=social)](https://github.com/usenetstate/statsnet-mcp): Background check any company in the world — registration, executives, courts and finances. Remote MCP: `https://statsnet.co/mcp`.
-   **[youdotcom-oss/mcp](https://github.com/youdotcom-oss/mcp)** [![GitHub stars](https://img.shields.io/github/stars/youdotcom-oss/mcp?style=social)](https://github.com/youdotcom-oss/mcp): Web search, page content extraction, and multi-step research via the hosted You.com MCP server at `https://api.you.com/mcp` (keyless free profile available).
-   **[pratie/bulktranscripts-mcp](https://github.com/pratie/bulktranscripts-mcp)** [![GitHub stars](https://img.shields.io/github/stars/pratie/bulktranscripts-mcp?style=social)](https://github.com/pratie/bulktranscripts-mcp): YouTube transcripts for one video, a whole channel or a playlist, plus YouTube search, channel and playlist listings, and new-upload tracking. Remote MCP: `https://bulktranscripts.co/mcp`.
-   **[Jam0k/Threat-Intelligence-MCP](https://github.com/Jam0k/Threat-Intelligence-MCP)** [![GitHub stars](https://img.shields.io/github/stars/Jam0k/Threat-Intelligence-MCP?style=social)](https://github.com/Jam0k/Threat-Intelligence-MCP): Threat intelligence lookup for agents: incident clusters, validated IOCs, CVE/KEV/EPSS status, ransomware leak-site victims and entity profiles, hosted or via npm.
-   **[kanto-labs/kanto-labs-mcp](https://github.com/kanto-labs/kanto-labs-mcp)** [![GitHub stars](https://img.shields.io/github/stars/kanto-labs/kanto-labs-mcp?style=social)](https://github.com/kanto-labs/kanto-labs-mcp): Website tech stack detection, SEO audits, domain WHOIS/DNS/SSL lookup, OCR and document-to-Markdown via Apify Actors, with a per-call spending cap.
-   **[pskill9/web-search](https://github.com/pskill9/web-search)** [![GitHub stars](https://img.shields.io/github/stars/pskill9/web-search?style=social)](https://github.com/pskill9/web-search): Provides web search capabilities using Google results without requiring API keys.
-   **[kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript)** [![GitHub stars](https://img.shields.io/github/stars/kimtaeyoon83/mcp-server-youtube-transcript?style=social)](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript): Extracts subtitles and transcripts from YouTube videos for AI processing.
-   **[tubeagentkit/youtube-mcp](https://github.com/tubeagentkit/youtube-mcp)** [![GitHub stars](https://img.shields.io/github/stars/tubeagentkit/youtube-mcp?style=social)](https://github.com/tubeagentkit/youtube-mcp): Hosted MCP server that searches YouTube for videos or channels and fetches transcripts, channel data, and playlists.

### 🛠️ Utilities

-   **[zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp)** [![GitHub stars](https://img.shields.io/github/stars/zcaceres/fetch-mcp?style=social)](https://github.com/zcaceres/fetch-mcp): Fetches JSON, text, and HTML data flexibly from URLs.
-   **[modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch)** [![GitHub stars](https://img.shields.io/github/stars/modelcontextprotocol/servers?style=social)](https://github.com/modelcontextprotocol/servers): Efficiently fetches and processes web content (part of the official servers collection).
-   **[portel-dev/ncp](https://github.com/portel-dev/ncp)** [![GitHub stars](https://img.shields.io/github/stars/portel-dev/ncp?style=social)](https://github.com/portel-dev/ncp): Orchestrates MCP server ecosystems through dynamic tool discovery to reduce context overhead.
-   **[zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp)** [![GitHub stars](https://img.shields.io/github/stars/zcaceres/markdownify-mcp?style=social)](https://github.com/zcaceres/markdownify-mcp): Converts various file types and web content to Markdown.
-   **[sammcj/mcp-devtools](https://github.com/sammcj/mcp-devtools)** [![GitHub stars](https://img.shields.io/github/stars/sammcj/mcp-devtools?style=social)](https://github.com/sammcj/mcp-devtools): Modular MCP server bundling 20+ developer tools for AI coding agents, including internet search, web fetch, and package search and documentation (successor to mcp-package-version).
-   **[vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc)** [![GitHub stars](https://img.shields.io/github/stars/vivekVells/mcp-pandoc?style=social)](https://github.com/vivekVells/mcp-pandoc): Converts document formats using Pandoc.
-   **[pskill9/website-downloader](https://github.com/pskill9/website-downloader)** [![GitHub stars](https://img.shields.io/github/stars/pskill9/website-downloader?style=social)](https://github.com/pskill9/website-downloader): Downloads entire websites using wget, preserving structure.
-   **[lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse)** [![GitHub stars](https://img.shields.io/github/stars/lamemind/mcp-server-multiverse?style=social)](https://github.com/lamemind/mcp-server-multiverse): Allows multiple isolated instances of MCP servers to coexist.
-   **[j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer)** [![GitHub stars](https://img.shields.io/github/stars/j4c0bs/mcp-server-sql-analyzer?style=social)](https://github.com/j4c0bs/mcp-server-sql-analyzer): Provides SQL analysis, linting, and dialect conversion using SQLGlot.
-   **[0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer)** [![GitHub stars](https://img.shields.io/github/stars/0xshellming/mcp-summarizer?style=social)](https://github.com/0xshellming/mcp-summarizer): Provides AI summarization for multiple content types.
-   **[uAI-solana/useful-ai-mcp](https://github.com/uAI-solana/useful-ai-mcp)** [![GitHub stars](https://img.shields.io/github/stars/uAI-solana/useful-ai-mcp?style=social)](https://github.com/uAI-solana/useful-ai-mcp): Fully dynamic MCP server exposing 200+ shared utility tools for AI agents (unit conversion, math, parsing, text processing, and more). Tool list updates automatically. No auth required. Endpoint: `https://api.usefulai.fun/mcp`.
-   **[SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver)** [![GitHub stars](https://img.shields.io/github/stars/SecretiveShell/MCP-timeserver?style=social)](https://github.com/SecretiveShell/MCP-timeserver): Provides the current time in any timezone.
-   **[signbee/mcp](https://github.com/signbee/mcp)** [![GitHub stars](https://img.shields.io/github/stars/signbee/mcp?style=social)](https://github.com/signbee/mcp): Document signing for AI agents — send markdown or PDF contracts for two-party e-signing with certified delivery.
-   **[smart-mcp-proxy/mcpproxy-go](https://github.com/smart-mcp-proxy/mcpproxy-go)** [![GitHub stars](https://img.shields.io/github/stars/smart-mcp-proxy/mcpproxy-go?style=social)](https://github.com/smart-mcp-proxy/mcpproxy-go): Open-source MCP gateway with BM25 tool discovery, quarantine-based security, Docker isolation, and OAuth 2.1.
-   **[rog0x/mcp-json-tools](https://github.com/rog0x/mcp-json-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-json-tools?style=social)](https://github.com/rog0x/mcp-json-tools): JSON/YAML/CSV data tools — validate, diff, transform, and convert between formats.
-   **[rog0x/mcp-regex-tools](https://github.com/rog0x/mcp-regex-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-regex-tools?style=social)](https://github.com/rog0x/mcp-regex-tools): Regex utilities — test, explain, replace, and generate patterns for AI agents.
-   **[rog0x/mcp-crypto-tools](https://github.com/rog0x/mcp-crypto-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-crypto-tools?style=social)](https://github.com/rog0x/mcp-crypto-tools): Cryptography tools — hashing, encoding, UUID generation, and password analysis.
-   **[rog0x/mcp-markdown-tools](https://github.com/rog0x/mcp-markdown-tools)** [![GitHub stars](https://img.shields.io/github/stars/rog0x/mcp-markdown-tools?style=social)](https://github.com/rog0x/mcp-markdown-tools): Markdown utilities — TOC generation, linting, formatting, and HTML conversion.
-   **[Markgatcha/universal-mcp-toolkit](https://github.com/Markgatcha/universal-mcp-toolkit)** [![GitHub stars](https://img.shields.io/github/stars/Markgatcha/universal-mcp-toolkit?style=social)](https://github.com/Markgatcha/universal-mcp-toolkit): All-in-one MCP toolkit bundling 15+ servers (filesystem, browser automation, GitHub, weather, search) into a single zero-config install.
-   **[theluckystrike/mcp-servers](https://github.com/theluckystrike/mcp-servers)** [![GitHub stars](https://img.shields.io/github/stars/theluckystrike/mcp-servers?style=social)](https://github.com/theluckystrike/mcp-servers): Office-suite bundle of MCP servers for freelance and back-office work: invoices, spreadsheets, PDFs, time tracking, expense tracking, resumes, contracts, and more. Hosted option at [mcp.zovo.one](https://mcp.zovo.one).
-   **[aak204/MCP-Scorecard](https://github.com/aak204/MCP-Scorecard)** [![GitHub stars](https://img.shields.io/github/stars/aak204/MCP-Scorecard?style=social)](https://github.com/aak204/MCP-Scorecard): Deterministic CI scanner and surface-risk scoring for MCP servers.
-   **[kame6493-del/mcp-diagnostics](https://github.com/kame6493-del/mcp-diagnostics)** [![GitHub stars](https://img.shields.io/github/stars/kame6493-del/mcp-diagnostics?style=social)](https://github.com/kame6493-del/mcp-diagnostics): Website and server diagnostics — DNS, SSL, HTTP headers, and related checks via MCP.
-   **[degen0root/panchanga_api](https://github.com/degen0root/panchanga_api)** [![GitHub stars](https://img.shields.io/github/stars/degen0root/panchanga_api?style=social)](https://github.com/degen0root/panchanga_api): Vedic (Jyotish) astrology MCP server — panchanga, kundali, dasha, compatibility, muhurta, and festivals. Remote SSE.
-   **[zyli5313/dochost-mcp](https://github.com/zyli5313/dochost-mcp)** [![GitHub stars](https://img.shields.io/github/stars/zyli5313/dochost-mcp?style=social)](https://github.com/zyli5313/dochost-mcp): Publishes Markdown or HTML to a clean, public, shareable link. Hosted remote server over Streamable HTTP with OAuth sign-in, no API keys.
-   **[minosin/gtdbrain-claude-plugin](https://github.com/minosin/gtdbrain-claude-plugin)** [![GitHub stars](https://img.shields.io/github/stars/minosin/gtdbrain-claude-plugin?style=social)](https://github.com/minosin/gtdbrain-claude-plugin): Getting Things Done board for ChatGPT, Claude, Cursor and Gemini: capture, next actions by context, projects, waiting-for and weekly review over a hosted remote MCP endpoint at `https://mcp.gtdbrain.com/api/gtdbrain/v1/mcp` (Streamable HTTP, OAuth 2.1). [Setup guides](https://gtdbrain.com/connect?source=awesome-mcp-list-mobinx).
-   **[suvadadepolo-blip/remove-duplicates](https://github.com/suvadadepolo-blip/remove-duplicates)** [![GitHub stars](https://img.shields.io/github/stars/suvadadepolo-blip/remove-duplicates?style=social)](https://github.com/suvadadepolo-blip/remove-duplicates): Remove duplicate lines or CSV/TSV rows (e.g. pasted from Excel or Google Sheets) with one read-only tool; free hosted endpoint `https://removeduplicates.org/mcp`, no API key.
-   **[recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts)** [![GitHub stars](https://img.shields.io/github/stars/recursechat/mcp-server-apple-shortcuts?style=social)](https://github.com/recursechat/mcp-server-apple-shortcuts): Integrates with macOS Shortcuts for automation via MCP.
-   **[fredpsantos33/mcp-iteratools](https://github.com/fredpsantos33/mcp-iteratools)** [![GitHub stars](https://img.shields.io/github/stars/fredpsantos33/mcp-iteratools?style=social)](https://github.com/fredpsantos33/mcp-iteratools): Multi-tool API with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, charts, and 80+ more tools. Pay-per-use with x402 micropayments.
-   **[apexfaucet-hub/apex-x1-mcp](https://github.com/apexfaucet-hub/apex-x1-mcp)** [![GitHub stars](https://img.shields.io/github/stars/apexfaucet-hub/apex-x1-mcp?style=social)](https://github.com/apexfaucet-hub/apex-x1-mcp): Stdio bridge to the hosted APEX MCP server, whose tools render one page or up to 25 pages of a site in headless Chrome as clean text and query X1 and Arc chain data, with paid tools billed per call over x402.
-   **[ashlrai/lexicon](https://github.com/ashlrai/lexicon)** [![GitHub stars](https://img.shields.io/github/stars/ashlrai/lexicon?style=social)](https://github.com/ashlrai/lexicon): Local MCP server that keeps one YAML file of the names and jargon speech-to-text gets wrong and corrects dictated prompts before the agent acts on them.

### 🦾 Robotics & Physical AI

-   **[Extelligence-ai/bagel](https://github.com/Extelligence-ai/bagel)** [![GitHub stars](https://img.shields.io/github/stars/Extelligence-ai/bagel?style=social)](https://github.com/Extelligence-ai/bagel): Troubleshoot robots and drones using natural language to process physical telemetry and sensor data.
-   **[brainbook0/robopartpicker-mcp](https://github.com/brainbook0/robopartpicker-mcp)** [![GitHub stars](https://img.shields.io/github/stars/brainbook0/robopartpicker-mcp?style=social)](https://github.com/brainbook0/robopartpicker-mcp): Search source-linked open robotics projects, their bills of materials, and catalog components with supplier evidence.
-   **[handsforagents/handsforagents-mcp](https://github.com/handsforagents/handsforagents-mcp)** [![GitHub stars](https://img.shields.io/github/stars/handsforagents/handsforagents-mcp?style=social)](https://github.com/handsforagents/handsforagents-mcp): Order physical engineering work from an AI agent (CAD design, 3D printing, fabrication, electronics bring-up, measurement, shipping) by a registered Czech company, with a human quote within 24 h and card payment.

## License

This list is released under [CC0 1.0 Universal](./LICENSE).

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