# Awesome MCP [](https://awesome.re)
> A curated list of [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers, clients, SDKs and tools.
The Model Context Protocol (MCP) is an open protocol published by [Anthropic](https://www.anthropic.com/) in November 2024. It lets LLM apps connect to external data and tools. This list covers the whole ecosystem around the protocol, organized **by use case** so you can find what you need fast.
_Servers are grouped by what they do. Each row shows the real language, repository activity (last push) and stars. **โ = official / first-party.** Activity legend: ๐ข โค3 mo ยท ๐ก โค1 yr ยท ๐ด >1 yr ยท ๐๏ธ archived ยท โ unknown. Signals auto-refreshed; last update 2026-10-25._
## Contents
- [Servers](#servers)
- [Dev, Code & Git](#dev-code--git) (22)
- [Databases & Data](#databases--data) (3)
- [Cloud, DevOps & Monitoring](#cloud-devops--monitoring) (10)
- [Web, Search & Browser](#web-search--browser) (16)
- [Productivity, Docs & Knowledge](#productivity-docs--knowledge) (10)
- [Communication & Social](#communication--social) (8)
- [Commerce, Ads & Business](#commerce-ads--business) (15)
- [AI, Agents & Memory](#ai-agents--memory) (13)
- [Media & 3D](#media--3d) (16)
- [Finance & Crypto](#finance--crypto) (8)
- [Other](#other) (10)
- [Clients](#clients)
- [SDKs](#sdks)
- [Tools](#tools)
## โญ Featured
Standout community servers by traction and activity.
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [SocialRouter](https://github.com/socialrouter/mcp) | Unified API to fetch social media data across LinkedIn, Instagram, X, Reddit, TikTok, YouTube, and more, with automatic provider failover. | | ๐ข 3w | 1 |
| [MarkItDown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) โ | Lightweight STDIO and SSE MCP server for calling MarkItDown. | | ๐ข 2d | 192.1k |
| [Playwright](https://github.com/microsoft/playwright-mcp) โ | Provides browser automation capabilities using Playwright. | | ๐ข 3d | 38.6k |
| [Official Github](https://github.com/github/github-mcp-server) โ | Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools. | | ๐ข 2d | 33.9k |
| [Blender](https://github.com/ahujasid/blender-mcp) | Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation. | | ๐ข 1d | 32.3k |
| [AWS](https://github.com/awslabs/mcp) โ | A suite of specialized MCP servers that bring AWS best practices directly to your development workflow. | | ๐ข 2d | 9.8k |
| [XcodeBuildMCP](https://github.com/cameroncooke/XcodeBuildMCP) | Provides Xcode-related tools for integration with AI assistants and other MCP clients. | | ๐ข 3d | 6.5k |
| [WhatsApp](https://github.com/lharries/whatsapp-mcp) | Search your personal Whatsapp messages, search your contacts and send messages to either individuals or groups. | | ๐ด 1y | 6.7k |
| [Obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) | Interact with Obsidian. | | ๐ข 7w | 4.5k |
> The canonical reference servers live in [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) โ listed by category below.
## Servers
### Dev, Code & Git
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [FileSystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) โ | Secure file operations with configurable access controls. | | ๐ข 0d | 91.5k |
| [Github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) โ | Repository management, file operations, and GitHub API integration. | | ๐ข 0d | 91.5k |
| [Gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) โ | GitLab API, enabling project management. | | ๐ข 0d | 91.5k |
| [Git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) โ | Tools to read, search, and manipulate Git repositories. | | ๐ข 0d | 91.5k |
| [Official Github](https://github.com/github/github-mcp-server) โ | Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools. | | ๐ข 2d | 33.9k |
| [XcodeBuildMCP](https://github.com/cameroncooke/XcodeBuildMCP) | Provides Xcode-related tools for integration with AI assistants and other MCP clients. | | ๐ข 3d | 6.5k |
| [Filesystem](https://github.com/mark3labs/mcp-filesystem-server) | File operations with configurable access controls. | | ๐ก 11mo | 692 |
| [Muvon/octocode](https://github.com/Muvon/octocode) | Semantic code indexer with GraphRAG knowledge graph and MCP server. Tree-sitter AST parsing, ast-grep structural search, code signatures view. 13+ languages. Local-first, Apache 2.0. | | ๐ข 0d | 515 |
| [Node.js](https://github.com/hyperdrive-eng/mcp-nodejs-debugger) | Gives Cursor or Claude Code access to Node.js at runtime to help you debug. | | ๐๏ธ archived | 302 |
| [VSCode Devtools (Bifrost)](https://github.com/biegehydra/BifrostMCP) | Connect to VSCode IDE and use semantic tools like `find_usages`. | | ๐ก 7mo | 225 |
| [Apple Docs 2.0 MCP](https://github.com/mishafyi/Apple-Docs-2.0-MCP) | Searches and reads Apple's developer documentation, Human Interface Guidelines and 1,700 WWDC sessions with code, with an offline index of 336,629 pages. | | ๐ข 7d | 26 |
| [Hoofy](https://github.com/HendryAvila/Hoofy) | Spec-driven development companion with persistent memory (SQLite + FTS5 + knowledge graph), adaptive change pipeline, and greenfield project pipeline with Clarity Gate. 32 MCP tools, single binary, zero dependencies. | | ๐ก 7mo | 16 |
| [preflight](https://github.com/preflight-dev/preflight) | 24-tool MCP server for Claude Code that scores prompts before execution, catches ambiguity, tracks correction patterns, and estimates token cost โ reduces wasted tokens from vague prompts. | | ๐ก 7mo | 13 |
| [Bestax](https://github.com/allxsmith/bestax/tree/main/bestax-mcp) | Gives coding agents the props, examples, CSS variables and Agent Skills for the Bestax React component library (Bulma v1), served offline from a bundled index. | | ๐ข 0d | 13 |
| [repomap](https://github.com/SylphxAI/repomap) | Local code graph for agents: hybrid search, symbol context with callers and callees, call paths, and change impact including git diff, plus a graph UI. | | ๐ข 3d | 7 |
| [Filesystem](https://github.com/philgei/mcp_server_filesystem) | File operations with configurable access controls. | | ๐ด 1y | 5 |
| [wopee-mcp](https://github.com/Wopee-io/wopee-mcp) | Autonomous AI testing for web apps โ generate test cases and user stories, dispatch test, analysis and AI-agent runs, and fetch artifacts and project status via Wopee.io. | | ๐ข 11d | 4 |
| [ERIUS PHONE](https://github.com/Protremix/erius-phone-mcp) | Drives an ERIUS PHONE hosted Android phone or tablet: reads the screen as an accessibility tree or screenshot, taps, types, swipes, launches apps, installs APKs and pulls crash logs; requires an ERIUS PHONE API key. | | ๐ข 12d | 3 |
| [sf-intelligence](https://github.com/PranavNagrecha/Salesforce-Intelligence) | Read-only, offline knowledge base of a Salesforce org's metadata that tells your AI what breaks before you change a field, Flow, Apex class or permission, with cited answers. | | ๐ข 6d | 2 |
| [lockdocs](https://github.com/SylphxAI/lockdocs) | Library docs and exact API signatures for the versions pinned in your lockfile (npm, PyPI, crates.io, Go), read locally and offline, with each section cited to package, version, file and line. | | ๐ข 0d | 1 |
| [ReMCP](https://github.com/getremcp/remcp) | OAuth-backed remote MCP for explicitly paired computers, with file, terminal, browser and native desktop tools that can change device state. | | ๐ข 0d | 1 |
| [GhidraLens](https://github.com/hellosverre/ghidralens) | Interactive Ghidra views inside the client: decompile a binary, rename symbols in the live program, and navigate the call graph. | | ๐ข 8w | 0 |
### Databases & Data
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [PostgreSQL](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) โ | Read-only database access with schema inspection. | | ๐ข 0d | 91.5k |
| [Sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) โ | Database interaction and business intelligence capabilities. | | ๐ข 0d | 91.5k |
| [Scento Perfume API](https://github.com/Scento-com/perfume-mcp-server) | Remote, read-only perfume knowledge server for AI assistants: notes, families, raw materials and similar scents for 1,400+ perfumes, no API key. | | ๐ข 4d | 0 |
### Cloud, DevOps & Monitoring
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [AWS Knowledge Base Retrieval](https://github.com/modelcontextprotocol/servers/tree/main/src/aws-kb-retrieval-server) โ | Retrieve information from the AWS Knowledge Base using the Bedrock Agent Runtime. | | ๐ข 0d | 91.5k |
| [Sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) โ | Retrieving and analyzing issues from Sentry.io. | | ๐ข 0d | 91.5k |
| [AWS](https://github.com/awslabs/mcp) โ | A suite of specialized MCP servers that bring AWS best practices directly to your development workflow. | | ๐ข 2d | 9.8k |
| [Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) โ | Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1). | | ๐ข 3d | 4.4k |
| [stackql](https://github.com/stackql/stackql) | SQL for cloud APIs. Query AWS, GCP, Azure and dozens of other providers with SQL. Includes an MCP server for agent access. | | ๐ข 0d | 1.1k |
| [ZenML](https://github.com/zenml-io/mcp-zenml) | Chat with your MLOps and LLMOps pipelines using the official ZenML MCP server. | | ๐ข 3d | 49 |
| [Raygun](https://github.com/MindscapeHQ/mcp-server-raygun) | Interact with your crash reporting and real using monitoring data on your Raygun account. | | ๐ข 7w | 30 |
| [Spinnaker](https://github.com/GeiserX/spinnaker-mcp) | Exposes a Spinnaker instance through the Gate API as 37 tools for applications, pipelines, executions, deployment strategies and infrastructure, with an optional read-only toolset. | | ๐ข 4d | 5 |
| [Duplicacy](https://github.com/GeiserX/duplicacy-mcp) | Reads Duplicacy backup metrics from a duplicacy-exporter Prometheus endpoint: backup status, history, snapshots and prune status. | | ๐ข 4d | 2 |
| [gpunz-mcp](https://github.com/gpunz/gpunz-mcp) | MCP server for the gpu.nz GPU cloud: search GPUs with live prices, estimate VRAM, and launch, monitor and stop GPU servers. | | ๐ข 4d | 1 |
### Web, Search & Browser
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) โ | Browser automation and web scraping. | | ๐ข 0d | 91.5k |
| [Brave Search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) โ | Web and local search using Brave's Search API. | | ๐ข 0d | 91.5k |
| [Fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) โ | Web content fetching and conversion for efficient LLM usage. | | ๐ข 0d | 91.5k |
| [Playwright](https://github.com/microsoft/playwright-mcp) โ | Provides browser automation capabilities using Playwright. | | ๐ข 3d | 38.6k |
| [Youtube](https://github.com/anaisbetts/mcp-youtube) | Uses `yt-dlp` to download subtitles from YouTube. | | ๐ข 2mo | 552 |
| [Arcmira: YouTube Transcript Search](https://github.com/arcmira/mcp) | Searches indexed YouTube transcripts for timestamped quotes, speaker appearances, sponsors, and recommendations. | | ๐ข 2d | 75 |
| [Kagi](https://github.com/ac3xx/mcp-servers-kagi) | A Model Context Protocol server implementation for Kagi's API. | | ๐ด 1y | 44 |
| [newsmcp](https://github.com/pranciskus/newsmcp) | Real-time world news for AI agents โ events clustered from hundreds of sources, classified by 12 topics and 30+ geographic regions, ranked by importance. Free, no API key required. | | ๐ก 7mo | 35 |
| [Exa.ai](https://github.com/theishangoswami/exa-mcp-server) | Use the Exa AI Search API for web searches. | | ๐ด 1y | 6 |
| [Find MCP](https://github.com/agentage/find-mcp) | Discover MCP servers by searching 17,000+ entries synced from the official MCP registry, via remote streamable HTTP or stdio. | | ๐ข 1d | 6 |
| [looot](https://github.com/loootai/looot-mcp) | Work email and phone lookup, email verification, company and people search, Google results and web page reads, paid per call from one prepaid balance. | | ๐ข 2w | 3 |
| [Naver Search MCP](https://github.com/uju777/mcp-server-naver-search) | Naver Shopping, Cafe, News search for Korean users. | | ๐ก 9mo | 1 |
| [StackScan](https://github.com/stackscan/stackscan-mcp) | Looks up the technologies on any domain and the company behind it, and reports how many sites run a given technology and where. | | ๐ข 3w | 1 |
| [Statsnet](https://github.com/usenetstate/statsnet-mcp) | Background check any company in the world: registration, executives, courts and finances via remote MCP. | | ๐ข 5w | 0 |
| [Seonix SEO MCP](https://github.com/seonix-ai/seonix-mcp) | Read-only audit of any website for SEO, GEO/AEO (AI-search visibility) and page speed, with per-issue recommendations and dry-run fix proposals; no credentials needed. | | ๐ก 4mo | 0 |
| [toolkb-mcp](https://github.com/jack-reson8/toolkb-mcp) | Returns YouTube transcripts and playlists, web pages as Markdown, and App Store reviews through a local server that needs no API key. | | ๐ข 0d | 0 |
### Productivity, Docs & Knowledge
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [MarkItDown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) โ | Lightweight STDIO and SSE MCP server for calling MarkItDown. | | ๐ข 2d | 192.1k |
| [Google Drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) โ | File access and search capabilities for Google Drive. | | ๐ข 0d | 91.5k |
| [Obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) | Interact with Obsidian. | | ๐ข 7w | 4.5k |
| [anymd](https://github.com/SylphxAI/anymd) | Converts PDF, DOCX, PPTX, XLSX/CSV, EPUB, HTML/URLs, images and audio/video to clean Markdown for agents, with read, search and inspect tools; local, no API key. | | ๐ข 0d | 1.1k |
| [Taskade MCP](https://github.com/taskade/mcp) โ | Official Taskade MCP server with 50+ tools for managing workspaces, projects, tasks, custom AI agents, knowledge bases, and workflow automations. Includes OpenAPI-to-MCP codegen. | | ๐ข 2d | 170 |
| [open-mcp-apps](https://github.com/2nd1st/open-mcp-apps) | MCP Apps engine where the AI builds interactive UI apps โ todo boards, habit trackers, dashboards โ that persist across conversations, backed by data collections. | | ๐ข 9d | 36 |
| [ReadGZH](https://github.com/sweesama/readgzh) | Reads public WeChat Official Account articles from a URL and returns clean Markdown via remote MCP tools; anonymous shared quota or optional API key. | | ๐ข 1d | 6 |
| [Atlassian Browser](https://github.com/GeiserX/atlassian-browser-mcp) | Wraps mcp-atlassian with Playwright browser-cookie login, so its Jira and Confluence tools work on Atlassian Server/Data Center behind corporate SSO (Okta, SAML) where API tokens are not available. | | ๐ข 3w | 3 |
| [Continuity](https://github.com/LAHutchins91/continuity-mcp) | Remote story bible server for fiction writers that stores characters, world rules, timelines, and approved scenes so any MCP client can read canon before writing and run continuity audits. | | ๐ข 2w | 0 |
| [PDFtoMarkdown.ai](https://github.com/happywpco/pdftomarkdown-mcp) | Converts local PDF, DOCX, PPTX, XLSX, PNG/JPG, HTML and EPUB files to structured Markdown with headings, tables and OCR text via the PDFtoMarkdown.ai API; needs an API key (10 free pages, then pay-per-page credits). | | ๐ก 4mo | 0 |
### Communication & Social
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) โ | Channel management and messaging capabilities. | | ๐ข 0d | 91.5k |
| [WhatsApp](https://github.com/lharries/whatsapp-mcp) | Search your personal Whatsapp messages, search your contacts and send messages to either individuals or groups. | | ๐ด 1y | 6.7k |
| [Atomic Mail](https://github.com/Atomic-Mail/atomic-mail-agentic) | Gives an agent its own mailbox: it registers an address by proof of work, then reads, sends and searches over JMAP. | | ๐ข 2d | 264 |
| [call4me](https://github.com/skeptrunedev/call4me) | Places real phone calls to businesses for the user (bookings, appointments, cancellations), navigates phone menus and returns the transcript and outcome; hosted at call4.me/mcp with OAuth. | | ๐ข 0d | 14 |
| [Telegram Archive](https://github.com/GeiserX/telegram-archive-mcp) | Searches messages, browses chats and reads archived Telegram history from a Telegram-Archive instance, over stdio or HTTP. | | ๐ข 3d | 7 |
| [posteverywhere/mcp](https://github.com/posteverywhere/mcp) | Schedule and publish to Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Discord, and Telegram from natural language. | | ๐ข 2d | 5 |
| [BulkPublish](https://github.com/azeemkafridi/bulkpublish-api/tree/main/mcp-server) | Schedules, cross-posts and analyzes posts on 15 social platforms (Instagram, TikTok, YouTube, X, LinkedIn, Bluesky and more), including media uploads, queue slots and inbox replies; hosted with OAuth, or runs locally via npx. | | ๐ข 1d | 3 |
| [SocialRouter](https://github.com/socialrouter/mcp) | Unified API to fetch social media data across LinkedIn, Instagram, X, Reddit, TikTok, YouTube, and more, with automatic provider failover. | | ๐ข 3w | 1 |
### Commerce, Ads & Business
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Coupang MCP](https://github.com/uju777/coupang-mcp) | Korean e-commerce (Coupang) product search with Rocket Delivery filtering. | | ๐ก 6mo | 18 |
| [BuyWhere](https://github.com/BuyWhere/buywhere-mcp) | Real-time product search and price comparison for Singapore and Southeast Asia. 260K+ products from Lazada, Shopee, FairPrice, Courts. Remote via `mcp.buywhere.ai/mcp`. | | ๐ข 6d | 15 |
| [Frihet](https://github.com/Frihet-io/frihet-mcp) | AI-native business management with 31 tools for invoicing, expenses, clients, products, quotes, and tax compliance (VeriFactu). Multi-currency, OCR, and Stripe Connect. Supports stdio and remote Streamable HTTP with OAuth 2.0. | | ๐ข 3d | 12 |
| [Toolradar MCP](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. | | ๐ข 3d | 4 |
| [Cleo Skills MCP](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. | | ๐ก 4mo | 4 |
| [Agentic Ads](https://github.com/nicofains1/agentic-ads) | Affiliate marketing MCP server for contextual product recommendations with USDC commission payouts. | | ๐ก 6mo | 3 |
| [ProposalCraft](https://github.com/jabbawocky/proposalcraft) | Draft client proposals in your voice using your past winning proposals as style examples. Paste a brief, get a ready-to-send proposal. Includes analyze_brief, draft_proposal tools and 12 industry templates. Zero API key, fully local. | | ๐ก 4mo | 2 |
| [MAQAMI Travel](https://github.com/negm17111995/mcp-server) | Hosted MCP server for MAQAMI hotel and flight booking: search live hotel rates (3M+ hotels) and flight fares, get hotel details, then send the customer a secure checkout link for the exact room or fare they chose, with no API key. | | ๐ข 8d | 2 |
| [SkyAccess](https://github.com/sky-access/skyaccess-mcp) | Search 5,000+ live empty leg flights, get charter price estimates and booking links. No account or API key. | | ๐ข 2w | 2 |
| [recipe-commerce-mcp](https://github.com/teamsincetoday/recipe-commerce-mcp) | Extract ingredients, kitchen tools, and product recommendations from recipe content for affiliate marketing integration. Free tier (200 calls/day), remote on Cloudflare Workers. | | ๐ก 6mo | 1 |
| [Google Hotels MCP](https://github.com/huynhtanan/google-hotels-mcp) | Search Google Hotels and Vacation Rentals with per-OTA nightly rates from Booking.com, Expedia, Agoda, Vrbo, Airbnb, Hotels.com and 10+ other providers, plus a 3-month daily price calendar and party-size filters. Pay-per-use via Apify (bring your own APIFY_TOKEN). | | ๐ข 9d | 1 |
| [podcast-commerce-mcp](https://github.com/teamsincetoday/podcast-commerce-mcp) | Extract affiliate-ready product mentions from podcast transcripts with brand recognition, confidence scoring, and commerce intelligence. Free tier (200 calls/day), remote on Cloudflare Workers. | | ๐ก 6mo | 0 |
| [newsletter-commerce-mcp](https://github.com/teamsincetoday/newsletter-commerce-mcp) | Extract product recommendations and affiliate marketing opportunities from newsletter and email content. Free tier (200 calls/day), remote on Cloudflare Workers. | | ๐ก 6mo | 0 |
| [Pocket Drives](https://github.com/RevList/pocket-drives-mcp) | Search, quote, and browse luxury, exotic, and EV rentals from independent hosts. Location autocomplete, availability, and airport or venue delivery. Booking finishes in the iOS app. | | ๐ข 2mo | 0 |
| [App Store & Google Play Review Intelligence](https://github.com/gunnargray-dev/app-store-review-intelligence-mcp) | Searches iOS App Store and Google Play apps and analyzes their recent reviews: rating trend by app version, recurring complaints and requests, and side-by-side competitor comparison. | | ๐ข 6d | 0 |
| [Lintelly HR Deutschland](https://github.com/NicksAdvisory/lintelly-hr-deutschland) | German employment law for small companies with 38 read-only tools for notice periods, employer costs, sick pay, maternity protection and contract clauses, each answer with calculation and official source. | | ๐ข 0d | 0 |
### AI, Agents & Memory
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) โ | Knowledge graph-based persistent memory system. | | ๐ข 0d | 91.5k |
| [Concord MCP](https://github.com/Get-Concord-AI/concord-mcp) | Local-first shared work-state for coding agents: presence, file claims, messaging, handoffs and review packets so multiple agents (Claude Code, Cursor, Codex, etc.) can coordinate on one repo. | | ๐ข 2d | 669 |
| [SandBase CLI](https://github.com/sandbaseai/cli) | Local MCP bridge that connects 25 AI clients to 2,000+ models and APIs through six MCP tools. | | ๐ข 1d | 184 |
| [OpenAI](https://github.com/pierrebrunelle/mcp-server-openai) | Query OpenAI models directly from Claude. | | ๐ด 1y | 84 |
| [EGC](https://github.com/Fmarzochi/EGC) | Persistent cross-session memory MCP server for 13+ AI coding tools. SQLite-backed state survives context resets and keeps Claude Code, Cursor, Gemini CLI, Codex, and more in sync. | | ๐ข 1d | 67 |
| [Mnemoverse](https://github.com/mnemoverse/mcp-memory-server) | Hosted memory server for AI agents over MCP. Tell it a recalled memory helped or misled, and it re-ranks what comes back next. Shared rooms for multi-agent work. One key or OAuth across Claude Code, Cursor, VS Code and ChatGPT. | | ๐ข 2d | 27 |
| [WritBase](https://github.com/Writbase/writbase) | MCP-native task management for AI agent fleets with multi-agent permissions, delegation safety, and full provenance. | | ๐ก 7mo | 11 |
| [field-notes-mcp](https://github.com/mq1n/field-notes-mcp) | Shared cross-run memory for AI agents over a plain-text board (board_read, board_write, board_wait). | | ๐ข 5w | 2 |
| [PraisonAI](https://github.com/MervinPraison/praisonai-mcp) | AI Agents framework with 64+ built-in MCP tools for search, memory, workflows, code execution, and file operations. | | ๐ก 9mo | 1 |
| [Skillselion](https://github.com/skillselion/skillselion-mcp) | Loads community agent skills on demand, materializing a matching SKILL.md and its bundled files into the session, and can merge the top matches into one provenance-tagged digest. | | ๐ข 2mo | 1 |
| [Nanotea](https://github.com/gileshall/nanotea) | Self-hosted messaging app where coding agents report and ask over MCP and you answer by typing, tapping or recording, so you can direct a whole fleet without living in their terminals. | | ๐ข 12d | 1 |
| [Anansi Haven](https://github.com/kburrus64-max/anansi-haven) | Free home base for AI agents with persistent memory, encrypted private storage, a job board, agent directory and skills library over MCP, A2A and HTTP. | | ๐ข 0d | 0 |
| [needhave](https://github.com/PrivateAISystems/needhave) | Public need/have board for AI agents over remote MCP, where agents read the live list and post their own needs or haves with no account or API key. | | ๐ข 4d | 0 |
### Media & 3D
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Blender](https://github.com/ahujasid/blender-mcp) | Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation. | | ๐ข 1d | 32.3k |
| [Funplay MCP for Unity](https://github.com/FunplayAI/funplay-unity-mcp) | Unity Editor MCP server with execute_code, play mode automation, screenshots, input simulation, prompts, and resources. | | ๐ข 2w | 267 |
| [RunAPI](https://github.com/runapi-ai/mcp) | MCP server for model discovery and AI image, video, music/audio, text-to-speech, and LLM jobs via RunAPI. | | ๐ข 2d | 56 |
| [YouTube Transcript](https://github.com/tubeagentkit/youtube-mcp) | Fetches YouTube transcripts, searches videos and channels, and lists channel uploads and playlists via the getyoutubetranscript.com API, as a local stdio server or a hosted endpoint. | | ๐ข 8d | 22 |
| [Magic Hour](https://github.com/magichourhq/magic-hour-mcp) | Hosted first-party server that lets agents generate and edit video, images, and audio through Magic Hour's API. | | ๐ข 0d | 8 |
| [VideoGen MCP](https://github.com/video-gen/videogen-mcp) | Create editable videos from storyboards/scripts, generate media, edit projects and export via VideoGen; hosted HTTP or local stdio, account and generation credits required. | | ๐ข 0d | 4 |
| [Unsora](https://github.com/Shipped-Studio/unsora/tree/main/apps/mcp) | First-party remote server that lets agents generate images, video, music and voiceovers, clip long videos into shorts, and schedule or publish posts to YouTube, TikTok, Instagram, Facebook, LinkedIn, Bluesky, Threads and Pinterest through Unsora's API. | | ๐ข 5d | 3 |
| [VideoOverlayKit](https://github.com/alichherawalla/video-overlay-kit) | Render 4-6s animated b-roll overlay videos for short-form social (LinkedIn, IG Reels, YouTube Shorts, TikTok) and landscape video. Paste a script, the AI writes the scene spec and renders the mp4. Free, MIT, runs locally. | | ๐ก 4mo | 2 |
| [VAP-MCP](https://github.com/elestirelbilinc-sketch/vap-showcase) | MCP server for AI media generation (images, videos, music) with deterministic cost control using reserve-burn-refund billing. | | ๐ก 3mo | 1 |
| [Engine DJ](https://github.com/Venut-Technologies/engine-dj-mcp) | Searches, audits and builds playlists in a local Engine DJ (Denon) library: BPM and Camelot key search, duplicate and missing-file audits, cues and beatgrids, opt-in playlist and tag edits. | | ๐ข 8d | 1 |
| [Internet Radio](https://github.com/AlonDrilich/internet-radio-mcp) | Searches the public-domain Radio Browser directory for live internet radio stations by name, country, genre or language, and returns stream URLs plus top and trending stations. | | ๐ข 12d | 1 |
| [Serato DJ](https://github.com/Venut-Technologies/serato-dj-mcp) | Searches and audits a local Serato DJ library by BPM and Camelot key, lists crates, finds duplicates and missing files, and builds new crates with a preview before writing. | | ๐ข 4w | 1 |
| [UpRes](https://github.com/auroracapital/upres-cli) | Official MCP server for upres.ai: AI image and video upscaling up to 8K with 6 models, batch jobs, and direct download links. | | ๐ข 8d | 0 |
| [Bandcamp](https://github.com/Venut-Technologies/bandcamp-mcp) | Searches Bandcamp artists, albums, labels and tracks, browses genre tags and reads tracklists and prices, with no account or API key. | | ๐ข 11d | 0 |
| [Yap MCP](https://github.com/founden-bot/yap-mcp) | Transcribes local audio and video files on your computer (25 European languages, no API key, no upload) and searches your Yap dictation history. | | ๐ข 6d | 0 |
| [YouTube Transcripts](https://github.com/gunnargray-dev/youtube-transcripts-mcp) | Fetches transcripts of public YouTube videos in any caption language, searches YouTube with filters, returns chapters (or derived topic segments) and builds extractive summaries with timestamps; no YouTube API key needed, hosted on Apify or run locally. | | ๐ข 0d | 0 |
### Finance & Crypto
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Equibles](https://github.com/daniel3303/Equibles) | Self-hosted financial data MCP server for US companies: SEC filings with full-text search, XBRL financial statements, 13F holdings, insider and congressional trades, short interest and FRED macro series. | | ๐ข 0d | 239 |
| [Tapetide](https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp) | Indian stock market (NSE and BSE) data for about 8,200 stocks through 55 tools: live quotes, financials, technicals, a 326-ratio fundamental screener and a technical screener, analyst ratings, shareholding, FII/DII flows, option chains and IV, parsed filings, IPOs, and portfolio and watchlist tracking. Runs locally over stdio or as a hosted Streamable HTTP endpoint with OAuth 2.1. | | ๐ข 11d | 142 |
| [Aikount](https://github.com/mutonby/aikount-mcp) | Spanish accounting for freelancers and SMEs through the Aikount API: sales invoices, expense PDF import by OCR with duplicate detection, bank reconciliation, PGC ledger and trial balance, and the quarterly VAT return (Modelo 303). Runs locally over stdio or as a hosted Streamable HTTP endpoint. | | ๐ข 6d | 3 |
| [BlockVectra](https://github.com/blockvectra/mcp) | Hosted MCP for developers and AI agents: docs, chains, pricing and permitted public JSON-RPC work without a key; indexed data and account tools require an API key. | | ๐ข 0d | 2 |
| [canli-validation-mcp](https://github.com/arhancanli/canli-validation-mcp) | Checks whether a backtest result is real or just the luckiest of the variants tried: deflated Sharpe ratio, CSCV probability of backtest overfitting, data-snooping tests (Hansen's SPA, White's Reality Check, Romano-Wolf StepM), a lookahead check and a pipeline placebo test. Runs locally over stdio or at a hosted Streamable HTTP endpoint with no key. | | ๐ข 9d | 1 |
| [MoltNode by Chord](https://github.com/tuantqse90/moltnode-mcp) | Hosted no-key MCP: read 31 blockchains over JSON-RPC, get DEX swap quotes and unsigned transactions via Chord. | | ๐ข 5d | 1 |
| [Invompt](https://github.com/Invompt/invompt-mcp) | Turn AI-host work into invoices you review before send; Continue as guest or OAuth via hosted MCP. | | ๐ข 3d | 0 |
| [FXMacroData](https://github.com/fxmacrodata/mcp-server-fxmacrodata) | Official-source macroeconomic data for 22 currencies through 8 tools: indicator time series with announcement dates, release calendars, the indicator catalogue, FX spot rates, COT positioning, commodities, FX market sessions and a ping check. Recent USD releases, the USD calendar and USD COT positioning work without an API key. | | ๐ข 2w | 0 |
### Other
| Server | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Google Maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) โ | Location services, directions, and place details. | | ๐ข 0d | 91.5k |
| [Stdio](https://github.com/modelcontextprotocol/python-sdk/blob/main/src/mcp/server/stdio.py) โ | Communicate with an MCP client through standard input/output streams. | | ๐ข 0d | 24.7k |
| [Websocket](https://github.com/modelcontextprotocol/python-sdk/blob/main/src/mcp/server/websocket.py) โ | WebSocket server transport. This is an ASGI application, suitable to be used with a framework like Starlette and a server like Hypercorn. | | ๐ข 0d | 24.7k |
| [AppleScript](https://github.com/joshrutkowski/applescript-mcp) | Implements interaction with macOS via AppleScript. | | ๐ด 1y | 394 |
| [Make](https://github.com/integromat/make-mcp-server) | Turn Make scenarios into callable tools for AI assistants. | | ๐ข 5d | 173 |
| [domain-mcp](https://github.com/joachimBrindeau/domain-mcp) | MCP server to search, register, and manage domains (availability, DNS, WHOIS) via Dynadot API. | | ๐ข 7w | 13 |
| [SheetsData](https://github.com/octoco-ltd/sheetsdata-mcp) | Instant access to electronic component datasheets for AI agents โ specs, pinouts, package info, absolute max ratings extracted from manufacturer PDFs on demand. | | ๐ข 4d | 13 |
| [ParlayAPI](https://github.com/JacobiusMakes/parlay-api-mcp) | Sports odds, player props, public event discovery, and account usage; account data tools require your own API key and allowances. | | ๐ข 3w | 1 |
| [APIFreaks](https://github.com/api-freaks/apifreaks-mcp) | Official server for the APIFreaks APIs with opt-in modules for weather, WHOIS, DNS, SSL, IP geolocation, currency and commodity rates, screenshots, PDFs, VAT/IBAN/SWIFT and email or phone validation; requires an API key. | | ๐ข 5d | 0 |
| [WhoisFreaks](https://github.com/WhoisFreaks/whoisfreaks-mcp-server) | Official server for the WhoisFreaks APIs with tools for live and historical WHOIS, reverse WHOIS, DNS lookup and history, IP and ASN WHOIS, domain availability, subdomains and SSL; requires an API key. | | ๐ข 4w | 0 |
## Clients
| Client | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [n8n](https://github.com/nerding-io/n8n-nodes-mcp) | interact with Model Context Protocol (MCP) servers in your n8n workflows. | | ๐ก 9mo | 3k |
| [eechat](https://github.com/Lucassssss/eechat) | An open-source, cross-platform desktop application that seamlessly connects with full support for MCP, across Linux, macOS, and Windows. | | ๐ข 2mo | 347 |
| [Off Grid AI Desktop](https://github.com/off-grid-ai/off-grid-ai-desktop) | Local-first macOS app that runs a full AI suite on-device (LLM chat, image generation, transcription, memory/RAG) and connects to MCP servers as a client, with no account or telemetry. | | ๐ข 0d | 132 |
| [SandBase Harness](https://github.com/sandbaseai/sandbase-harness) | Local-first TypeScript agent runtime that connects agents to stdio and URL-based MCP servers, with persistent sessions, sandboxed tools, memory, credentials, audit logs, and replay. | | ๐ข 7d | 635 |
| [FLUJO](https://github.com/mario-andreschak/FLUJO) | Local-first visual AI agent builder and MCP client with server management, tool inspection, multi-model chat, and workflow debugging. | | ๐ข 0d | 665 |
## SDKs
### Official
Core SDKs maintained by the MCP organization.
| SDK | Notes | Activity | โญ |
|---|---|:--:|--:|
| [Python](https://github.com/modelcontextprotocol/python-sdk) | Reference implementation, most widely used. | ๐ข 0d | 24.7k |
| [TypeScript](https://github.com/modelcontextprotocol/typescript-sdk) | Reference implementation for Node.js/browser. | ๐ข 0d | 13.7k |
| [Rust (rmcp)](https://github.com/modelcontextprotocol/rust-sdk) | Official Rust SDK with proc macros. | ๐ข 2d | 4k |
| [Go](https://github.com/modelcontextprotocol/go-sdk) | Official Go SDK, maintained with Google. | ๐ข 2d | 5.3k |
| [Kotlin](https://github.com/modelcontextprotocol/kotlin-sdk) | Multiplatform (JVM, Wasm, iOS). | ๐ข 3d | 1.5k |
| [C#](https://github.com/modelcontextprotocol/csharp-sdk) | ASP.NET Core, Azure Functions integration. | ๐ข 1d | 4.6k |
| [Java](https://github.com/modelcontextprotocol/java-sdk) | Spring Boot integration. | ๐ข 2d | 3.7k |
### Community
| SDK | Notes | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Fast MCP](https://github.com/jlowin/fastmcp) | High-level Python framework used by ~70% of Python MCP servers. | | ๐ข 0d | 28.2k |
| [tower-mcp](https://github.com/joshrotenberg/tower-mcp) | Tower-native implementation with middleware composition via `.layer()`. | | ๐ข 3d | 12 |
| [rust-mcp-sdk](https://github.com/rust-mcp-stack/rust-mcp-sdk) | Async SDK with proc macros, hyper-based HTTP transport. | | ๐ข 6d | 198 |
| [pmcp](https://github.com/paiml/rust-mcp-sdk) | SIMD-optimized JSON-RPC parsing, performance-focused. | | ๐ข 6d | 52 |
| [mcp-go](https://github.com/mark3labs/mcp-go) | Community SDK that inspired the official implementation. | | ๐ข 3d | 9.2k |
| [go-mcp](https://github.com/ThinkInAIXYZ/go-mcp) | Idiomatic Go API with strong typing. | | ๐ข 2mo | 678 |
## Tools
Tooling that helps you **build, test, secure, deploy or manage** MCP servers.
| Tool | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [Server inspector](https://github.com/modelcontextprotocol/inspector) โ | Visual testing tool for MCP servers. | | ๐ข 0d | 11.1k |
| [MCP Agent](https://github.com/lastmile-ai/mcp-agent) | Build effective agents with Model Context Protocol using simple, composable patterns. | | ๐ก 9mo | 8.6k |
| [ToolHive](https://github.com/StacklokLabs/toolhive) | A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization. | | ๐ข 1d | 2.3k |
| [MCP Installer](https://github.com/anaisbetts/mcp-installer) | A server that installs other MCP servers for you. | | ๐ด 1y | 1.5k |
| [Fleur MCP](https://github.com/fleuristes/fleur) | A desktop app marketplace for Claude Desktop. | | ๐ด 1y | 534 |
| [MCP get](https://github.com/michaellatman/mcp-get) | A command-line tool for installing and managing Model Context Protocol (MCP) servers. | | ๐๏ธ archived | 501 |
| [OrcaReplay](https://github.com/Continuum-AI-Corp/OrcaReplay) | Records the MCP JSON-RPC a coding agent exchanges during a real session, on the same timeline as the model traffic and shell commands, then replays it offline. | | ๐ข 3w | 282 |
| [Langchain](https://github.com/rectalogic/langchain-mcp) | Support for LangChain. | | ๐ด 1y | 205 |
| [Roundtable](https://github.com/askbudi/roundtable) | Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface. | | ๐ด 1y | 127 |
| [Dify plugin](https://github.com/hjlarry/dify-plugin-mcp_server) | Change a Dify app to a mcp server. | | ๐ด 1y | 67 |
| [ToolRegistry](https://github.com/Oaklight/ToolRegistry) | A PyPI package that simplifies tool integration by streamlining OpenAI client tool calls and managing native Python functions and MCP servers, offering both async and sync interfaces. | | ๐ข 1d | 67 |
| [mcpscore](https://github.com/mcp-box/mcpscore) | Audits a running MCP server for protocol conformance, tool quality and security posture, and scores it 0-100 with a suggested fix for every failed check. | | ๐ข 1d | 42 |
| [MCP Trust Kit](https://github.com/aak204/MCP-Trust-Kit) | Deterministic CI scanner and surface-risk scoring for MCP servers. | | ๐ก 6mo | 21 |
| [mcpbr](https://github.com/greynewell/mcpbr) | Benchmark runner for evaluating MCP server performance and agentic capabilities. | | ๐ก 6mo | 11 |
| [Sunglasses](https://github.com/sunglasses-dev/sunglasses) | Local scanner for AI agents that pins a SHA-256 of every MCP tool descriptor to flag changed tool descriptions, and checks text and files for prompt injection and credential leaks with 1,554 patterns. | | ๐ข 0d | 10 |
| [Junctio](https://github.com/k2so-dev/junctio) | Self-hosted MCP gateway that puts stdio, Docker and remote servers behind one endpoint per client, with API keys or a built-in OAuth authorization server downstream and proactive upstream OAuth refresh. | | ๐ข 2w | 4 |
| [mcp-doctor](https://github.com/vishalhabib99/mcp-doctor) | Static audit of MCP server source (Python, TypeScript, Go) that scores tool descriptions, parameter docs, error handling and security risks like tool poisoning, with a GitHub Action to gate PRs. | | ๐ข 2d | 3 |
| [mcp-harness](https://github.com/gabry-ts/mcp-harness) | In-memory test harness for MCP servers in TypeScript โ supertest for MCP. | | ๐ก 4mo | 2 |
| [MCP Server Tester](https://github.com/ytkoka/mcp-tester) | Web-based inspector for remote MCP servers with token-usage estimation, latency measurement, tool-definition quality scoring, and side-by-side server comparison. | | ๐ข 2mo | 2 |
| [MyMCPTools](https://github.com/shibley/mymcptools) | Tracks the health of remote MCP servers across a catalog of 2,467 entries: hourly handshake probes, uptime history, incident timelines, and tool-schema drift detection against the previous probe. Queryable over HTTP or as an MCP server itself. | | ๐ข 0d | 2 |
| [mcp-daemon-diet](https://github.com/tonydzi/mcp-daemon-diet) | Run one shared MCP server per machine instead of a stdio copy per client session, with autostart templates for Windows, macOS and Linux and a watchdog that restarts only on a proven-dead process. | | ๐ข 2d | 2 |
| [Agent Guard](https://github.com/Aveerayy/agent-guard) | MCP security scanner and runtime governance gateway for AI agents. Detects tool poisoning, prompt injection, typosquatting, hidden unicode, and schema abuse in MCP tool definitions. Also provides policy enforcement, rate limiting, and kill switch. | | ๐ก 6mo | 1 |
| [MCP Orchestrator](https://github.com/curtismager20/magertron-mcpm) | Kubernetes-native MCP control plane. Deploy MCP servers as pods in your own cluster, govern access with policy, audit every action. | โ | ๐ข 0d | 1 |
| [SurfacePin](https://github.com/yellowgram/surfacepin) | Exact-hash lock of MCP tools/resources/prompts list surfaces; CI fails on digest mismatch; field-diff COMPATIBLE / BREAKING / HINT_FLIP. | | ๐ข 5d | 1 |
| [mcp-cassette](https://github.com/ivermin1123/mcp-cassette) | Records a real MCP session and replays it as an MCP server over stdio or Streamable HTTP for offline tests, gates tool-contract drift against a committed snapshot, and lints tool, prompt and resource descriptions and recorded tool results for prompt injection. | | ๐ข 2d | 1 |
| [MCP Debug Proxy](https://github.com/ytkoka/mcp-debug-proxy) | Logging reverse proxy that makes MCP and OAuth traffic between a client and a remote server observable, with a live web UI. | | ๐ข 2mo | 0 |
| [Allowly MCP](https://github.com/Allowly-AI/allowly-mcp) | Middleware that checks MCP tool calls against hosted Allowly policies before running the tool handler. | | ๐ข 0d | 0 |
| [mcp-drift](https://github.com/tomelias10/orynval-labs) | Offline, read-only CLI that scans MCP client configs for unpinned npx/uvx and @latest launches, inline tokens, broad filesystem scope and drift from an approved baseline, with SARIF output. | | ๐ข 2w | 0 |
| [MCP Server Template](https://github.com/wuzzheng/mcp-server-template) | Minimal stdio MCP server starter in TypeScript and Python with an example tool, Claude Desktop and Cursor config, and a companion web form that generates the same project with your own tools. | | ๐ข 8d | 0 |
| [MCP Checkup](https://github.com/mcpcheckup/checks) | Check suite behind scheduled checks of public remote MCP servers (availability, protocol handshake and negotiated revision, tool-list and schema drift against an approved baseline, auth metadata), with an offline verifier for the resulting Ed25519-signed DSSE attestations. | | ๐ข 0d | 0 |
| [mcp-review-check](https://github.com/alisaosipova/mcp-review-check) | Checks an MCP server over stdio or Streamable HTTP against Claude and ChatGPT connector-directory review criteria and the MCP spec, with SARIF output for CI. | | ๐ข 0d | 0 |
| ๐ข 3w | 1 |
| [MarkItDown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) โ
| Lightweight STDIO and SSE MCP server for calling MarkItDown. | 
| ๐ข 2d | 192.1k |
| [Playwright](https://github.com/microsoft/playwright-mcp) โ
| Provides browser automation capabilities using Playwright. | 
| ๐ข 2d | 33.9k |
| [Blender](https://github.com/ahujasid/blender-mcp) | Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation. | 
| ๐๏ธ archived | 302 |
| [VSCode Devtools (Bifrost)](https://github.com/biegehydra/BifrostMCP) | Connect to VSCode IDE and use semantic tools like `find_usages`. | 
| ๐ข 2w | 267 |
| [RunAPI](https://github.com/runapi-ai/mcp) | MCP server for model discovery and AI image, video, music/audio, text-to-speech, and LLM jobs via RunAPI. | 
| ๐ข 4w | 0 |
## Clients
| Client | Description | Lang | Activity | โญ |
|---|---|---|:--:|--:|
| [n8n](https://github.com/nerding-io/n8n-nodes-mcp) | interact with Model Context Protocol (MCP) servers in your n8n workflows. |