# yaml-language-server: $schema=https://raw.githubusercontent.com/abordage/schemas/main/schemas/awesome-repositories/awesome-repositories.schema.json $schema: https://raw.githubusercontent.com/abordage/schemas/main/schemas/awesome-repositories/awesome-repositories.schema.json categories: - name: AI Agents subcategories: - name: Code Assistants repos: - url: https://github.com/Shashankss1205/CodeGraphContext description: Code graph indexing for AI context - url: https://github.com/ezyang/codemcp - url: https://github.com/gabrielmaialva33/winx-code-agent description: MCP-powered code agent for development - url: https://github.com/josephsenior/Grinta-Coding-Agent description: Local-first resilient terminal coding agent with MCP - url: https://github.com/oraios/serena description: Semantic code retrieval and editing toolkit - url: https://github.com/stippi/code-assistant description: LLM-powered autonomous coding assistant - url: https://github.com/VertexStudio/developer description: File editing, shell execution, screen capture - url: https://github.com/x51xxx/codex-mcp-tool description: Claude/Cursor to Codex CLI bridge with multi-turn sessions - url: https://github.com/x51xxx/copilot-mcp-server - url: https://github.com/ref-tools/ref-tools-mcp description: Reference tools for coding agents - url: https://github.com/SDGLBL/mcp-claude-code - url: https://github.com/zilliztech/claude-context description: Code search for Claude Code agents - url: https://github.com/fortytwode/10xer - url: https://github.com/wende/cicada - url: https://github.com/altinoren/Utopia - url: https://github.com/lamemind/mcp-server-multiverse description: MCP server for multiverse context management - url: https://github.com/contextstream/mcp-server description: Shared project context for AI coding agents across MCP clients - name: Human-in-the-Loop repos: - url: https://github.com/ttommyth/interactive-mcp description: Interactive MCP server for human-in-the-loop AI - url: https://github.com/GongRzhe/Human-In-the-Loop-MCP-Server description: AI assistants interact with humans via MCP - url: https://github.com/gotohuman/gotohuman-mcp-server description: Human approvals for AI agentic workflows - url: https://github.com/olalonde/mcp-human - url: https://github.com/nazar256/user-prompt-mcp description: User input requests for Cursor - url: https://github.com/RapidataAI/human-use - name: Multi-Agent repos: - url: https://github.com/rinadelph/Agent-MCP description: Multi-agent AI collaboration framework - url: https://github.com/the-basilisk-ai/squad-mcp - url: https://github.com/roboticforce/sugar description: Local persistent memory, cross-session context, and optional tasks - url: https://github.com/GongRzhe/A2A-MCP-Server description: Bridge MCP with Agent-to-Agent (A2A) protocol - url: https://github.com/abhinav-mangla/dispatch-agent - url: https://github.com/SanjoyDat1/P2PA description: Serverless P2P context sync for local AI agents over Hyperswarm, with ed25519 peer authentication and JSON Patch diffing - name: Reasoning & Prompts repos: - url: https://github.com/Rai220/think-mcp - url: https://github.com/nikkoxgonzales/crash-mcp description: Structured reasoning with step validation - url: https://github.com/hyperb1iss/lucidity-mcp description: MCP server for enhanced AI clarity and reasoning - url: https://github.com/aquarius-wing/actor-critic-thinking-mcp description: Dual-perspective thinking analysis server - url: https://github.com/YuChenSSR/multi-ai-advisor-mcp - url: https://github.com/Sim-xia/Blind-Auditor - url: https://github.com/gwbischof/free-will-mcp description: Experimental AI self-prompting MCP server - url: https://github.com/PV-Bhat/vibe-check-mcp-server description: Mentor-like feedback tool preventing AI over-engineering - url: https://github.com/r-huijts/ethics-check-mcp - url: https://github.com/vasayxtx/mcp-prompt-engine - url: https://github.com/JamesANZ/system-prompts-mcp-server - url: https://github.com/ooples/token-optimizer-mcp description: Token optimization with caching and compression - url: https://github.com/osinmv/function-lookup-mcp - url: https://github.com/wn01011/llm-token-tracker - url: https://github.com/abhinav-mangla/inner-monologue-mcp - url: https://github.com/abhinav-mangla/think-tool-mcp - url: https://github.com/ejentum/ejentum-mcp description: Agent loop with reasoning, code, memory, and anti-deception - name: AI Memory & RAG subcategories: - name: Memory repos: - url: https://github.com/agentic-mcp-tools/memora description: Persistent shared memories in SQLite - url: https://github.com/CheMiguel23/MemoryMesh description: MCP server for knowledge graph memory - url: https://github.com/jean-technologies/jean-memory description: AI memory with mem0 and graphiti - url: https://github.com/mem0ai/mem0-mcp description: MCP server for Mem0 long-term AI memory management - url: https://github.com/pi22by7/In-Memoria - url: https://github.com/redleaves/context-keeper description: Intelligent memory and context for AI agents - url: https://github.com/ukkit/memcord description: MCP server for memory and context management - url: https://github.com/Yuchen20/Memory-Plus description: Enhanced persistent memory management - url: https://github.com/basicmachines-co/basic-memory description: AI conversations that remember context - url: https://github.com/DrDroidLab/open-index description: Structured context graphs with hybrid search and writes - url: https://github.com/doobidoo/mcp-memory-service description: Automatic context memory for AI sessions - url: https://github.com/gannonh/memento-mcp - url: https://github.com/knowall-ai/mcp-neo4j-agent-memory description: Memory management using Neo4j graphs - url: https://github.com/peless/claude-thread-continuity description: Save and restore project context - url: https://github.com/doobidoo/MCP-Context-Provider description: Persistent tool context for AI models - url: https://github.com/hungryrobot1/MCP-PIF description: Personal intelligence framework in Haskell - url: https://github.com/skydeckai/mcp-server-rememberizer - url: https://github.com/vectorize-io/hindsight - url: https://github.com/JamesANZ/memory-mcp description: Shared memory store and retrieval for multiple LLMs - url: https://github.com/mattjoyce/mcp-persona-sessions - url: https://github.com/MWG-Logan/Central-Memory-MCP - url: https://github.com/hubertciebiada/context-crystallizer description: Large repos into AI-consumable knowledge for agents - url: https://github.com/mschultheiss83/context-processor - url: https://github.com/ginylil/context-templates - url: https://github.com/ssmirnovpro/extended-memory-mcp description: Cross-session persistent memory for Claude Desktop - url: https://github.com/Smart-AI-Memory/empathy-framework - url: https://github.com/unibaseio/membase-mcp description: Decentralized memory layer for AI agents - url: https://github.com/Beever-AI/beever-atlas description: LLM Wiki memory for team chat (Slack, Discord, Teams) - url: https://github.com/mnemoverse/mcp-memory-server description: Hosted memory that re-ranks recall by reported outcomes - url: https://github.com/MaxFreedomPollard/Compartment description: Offline AEAD-encrypted vector memory without network - url: https://github.com/louis030195/hyperconsciousness description: Developer-alpha encrypted, append-only knowledge store with grant-scoped MCP search and device sync. - name: RAG repos: - url: https://github.com/Prem5123/BookMCP description: Local PDF book retrieval with page citations for agent system design and implementation - url: https://github.com/apecloud/ApeRAG description: Production GraphRAG with multi-modal - url: https://github.com/graphlit/graphlit-mcp-server - url: https://github.com/hannesrudolph/mcp-ragdocs description: MCP server for RAG document retrieval - url: https://github.com/needle-ai/needle-mcp - url: https://github.com/ragieai/ragie-mcp-server - url: https://github.com/run-llama/mcp-server-llamacloud description: LlamaCloud managed indexes connection - url: https://github.com/shinpr/mcp-local-rag description: MCP server for local RAG operations - url: https://github.com/vectara/vectara-mcp - url: https://github.com/GreatScottyMac/context-portal description: Memory bank MCP with knowledge graph - url: https://github.com/renl/mcp-rag-local description: Local RAG with Ollama embeddings and ChromaDB - url: https://github.com/pinecone-io/assistant-mcp - url: https://github.com/agentset-ai/mcp-server - url: https://github.com/nonatofabio/local_faiss_mcp description: Local FAISS MCP - semantic search for Claude/Copilot - url: https://github.com/GongRzhe/Langflow-DOC-QA-SERVER - url: https://github.com/dmayboroda/minima - url: https://github.com/Lspace-io/lspace-server - name: AI Platforms repos: - url: https://github.com/atlanhq/agent-toolkit - url: https://github.com/isaiahbjork/allyson-mcp - url: https://github.com/IBM/wxflows description: watsonx.ai Flows AI app tutorials - url: https://github.com/ReexpressAI/reexpress_mcp_server - url: https://github.com/unifai-network/unifai-mcp-server - url: https://github.com/TheRaLabs/legion-mcp description: MCP server for Legion AI platform - url: https://github.com/gowinston-ai/winston-ai-mcp-server - url: https://github.com/ai-1st/deepview-mcp description: MCP server for DeepView AI analysis - url: https://github.com/OctoMind-dev/octomind-mcp - url: https://github.com/PV-Bhat/gemsuite-mcp description: MCP server for GemSuite tools - url: https://github.com/sequa-ai/sequa-mcp description: MCP server for Sequa AI platform - url: https://github.com/atla-ai/atla-mcp-server - url: https://github.com/powerdrillai/powerdrill-mcp - url: https://github.com/promptexecution/just-mcp - url: https://github.com/Kiln-AI/Kiln description: Build AI systems with Evals, RAG, Agents, fine-tuning - url: https://github.com/Pearl-com/pearl_mcp_server - url: https://github.com/CuriousBox-AI/ProdE-mcp - url: https://github.com/iflytek/ifly-spark-agent-mcp - url: https://github.com/iflytek/ifly-workflow-mcp-server description: MCP server for iFlytek workflows - url: https://github.com/mandoline-ai/mandoline-mcp-server - url: https://github.com/paiml/paiml-mcp-agent-toolkit description: Pragmatic AI Labs toolkit for deterministic agents - url: https://github.com/paiml/pdmt - url: https://github.com/DumplingAI/mcp-server-dumplingai - url: https://github.com/hiveflowai/hiveflow-mcp-server - url: https://github.com/nerve-hq/nerve-mcp-server - url: https://github.com/patronus-ai/patronus-mcp-server - url: https://github.com/Michael98671/agentbay - url: https://github.com/whataboutyou-ai/eunomia-MCP-server - url: https://github.com/StitchAI/stitch-ai-mcp description: Decentralized Knowledge Hub for AI - url: https://github.com/shibley/aisotools-mcp-server description: Search, compare and find alternatives across a catalog of 1,766 AI tools - name: Aggregators & Gateways subcategories: - name: Aggregators repos: - url: https://github.com/1mcp-app/agent description: Unified MCP server aggregator - url: https://github.com/askbudi/roundtable description: Zero-config MCP unifying multiple AI coding assistants - url: https://github.com/mcpjungle/MCPJungle - url: https://github.com/glenngillen/mcpmcp-server description: MCP server aggregator and router - url: https://github.com/K-Dense-AI/claude-skills-mcp description: Claude Agent Skills vector search - url: https://github.com/metatool-ai/metamcp - url: https://github.com/mindsdb/mindsdb description: Query Engine for AI Analytics - self-reasoning agents on live data - url: https://github.com/portel-dev/ncp description: Natural Context Provider with smart MCP tool loading - url: https://github.com/labmimors/dsh-mcp-lens description: DeepSeek Harness plugin for searching and calling tools from multiple MCP servers through a fixed two-tool interface - url: https://github.com/sitbon/magg - url: https://github.com/thinkchainai/mcpbundles - url: https://github.com/waystation-ai/mcp description: No-code secure MCP integration hub - url: https://github.com/hamidra/yamcp description: Local MCP workspace organization - url: https://github.com/OldJii/mcp-dock description: Desktop manager for 14 AI clients and 9200+ MCP servers - url: https://github.com/Intelligent-Internet/gemini-cli-mcp-openai-bridge description: Gemini CLI to MCP/OpenAI bridge - url: https://github.com/membranehq/mcp-server - url: https://github.com/wanaku-ai/wanaku - url: https://github.com/gotoolkits/mcp-difyworkflow-server description: MCP server for Dify workflow invocation - url: https://github.com/nguyenvanduocit/all-in-one-model-context-protocol description: GitLab, Jira, Confluence, YouTube - url: https://github.com/nazar256/combine-mcp description: MCP aggregator combining multiple servers into one interface - url: https://github.com/mrrlin-dev/external-agents description: Routes requests across multiple LLM providers through one interface, enabling cost savings and more available tokens - url: https://github.com/ComposioHQ/Rube description: Connect AI tools to 500+ apps - url: https://github.com/badkk/awesome-crypto-mcp-servers - url: https://github.com/bh-rat/context-awesome - url: https://github.com/wojtyniak/mcp-mcp description: Meta-MCP for tool discovery and provisioning - url: https://github.com/VeriTeknik/pluggedin-mcp - url: https://github.com/ai-endurance/mcp - url: https://github.com/agree-able/room-mcp description: Coordinate agents using rooms - name: Gateways & Proxies repos: - url: https://github.com/HelpCode-ai/anythingmcp description: Self-hosted gateway from REST, SOAP, GraphQL, and SQL - url: https://github.com/sxhxliang/mcp-access-point description: Convert any web server to MCP instantly - url: https://github.com/tigranbs/mcgravity description: Proxy for composing multiple MCP servers into one endpoint - url: https://github.com/VeriTeknik/pluggedin-mcp-proxy description: Unified MCP proxy managing multiple MCPs - url: https://github.com/ssut/Remote-MCP description: Type-safe solution for remote MCP communication - url: https://github.com/Stacklok/toolhive description: Runtime and gateway for deploying MCP servers in containers - url: https://github.com/nick1udwig/ws-mcp description: MCP server with WebSocket transport - url: https://github.com/toolprint/hypertool-mcp description: Expose tools based on Agent Persona - url: https://github.com/TBXark/mcp-proxy description: Aggregate multiple MCP servers via HTTP - url: https://github.com/sparfenyuk/mcp-proxy - url: https://github.com/pyroprompts/mcp-stdio-to-streamable-http-adapter description: STDIO to Streamable HTTP proxy - url: https://github.com/mikluko/mcp-proxy - url: https://github.com/smart-mcp-proxy/mcpproxy-go - url: https://github.com/webrix-ai/secure-mcp-gateway description: Secure OAuth gateway for MCP authentication - url: https://github.com/apache/apisix - url: https://github.com/universal-mcp/universal-mcp description: Middleware for API applications - url: https://github.com/k2so-dev/junctio description: Self-hosted gateway with API key or OAuth downstream auth and upstream token refresh - name: Platforms & Registries repos: - url: https://github.com/julien040/anyquery description: SQL queries for GitHub, Notion, +40 more - url: https://github.com/juspay/neurolink description: Universal AI platform with MCP and multi-provider support - url: https://github.com/wegotdocs/open-mcp description: Open standard and registry for converting web APIs into MCP servers - url: https://github.com/hashgraph-online/hashnet-mcp description: Official MCP server for the Hashgraph Online agent registry - agent discovery, registration, encrypted P2P communication - url: https://github.com/Data-Everything/mcp-server-templates description: Docker, Kubernetes, CLI, and HTTP MCP templates - url: https://github.com/mintmcp/servers - url: https://github.com/VeyraX/veyrax-mcp description: VeyraX unified tool access via single MCP - url: https://github.com/metorial/metorial - url: https://github.com/integromat/make-mcp-server - url: https://github.com/archestra-ai/archestra description: Enterprise AI guardrails, registry, gateway, and orchestrator - url: https://github.com/liuyoshio/mcp-compass description: MCP discovery and recommendation - url: https://github.com/agentage/find-mcp description: MCP server for discovering other MCP servers via a catalog synced from the official registry - url: https://github.com/jaw9c/awesome-remote-mcp-servers - url: https://github.com/milisp/mcp-linker description: Sync MCP configs across clients - url: https://github.com/Jeamee/MCPHub-Desktop - url: https://github.com/chatmcp/mcpso - url: https://github.com/rust-mcp-stack/mcp-discovery description: CLI for discovering MCP server capabilities - url: https://github.com/matthewdcage/cursor-mcp-installer description: Install MCPs in Cursor from git URL - url: https://github.com/mcpfinder/server - url: https://github.com/atonomus/mcp-servers-search - url: https://github.com/krzysztofkucmierz/search-mcp-server - url: https://github.com/useparagon/paragon-mcp description: Access 130+ SaaS integrations via ActionKit - url: https://github.com/TheYashGautam/mcp-cli description: 'mcp-brew: Homebrew-style installer for MCP servers with version-pinned installs, OS Keychain secrets, and config backup/rollback' - name: Browser Automation subcategories: - name: AI Automation repos: - url: https://github.com/imprvhub/mcp-browser-agent description: MCP server for autonomous browser automation with Claude - url: https://github.com/nottelabs/notte description: Framework to build web agents - url: https://github.com/Skyvern-AI/skyvern - url: https://github.com/desplega-ai/qa-use - url: https://github.com/getrupt/ashra-mcp - url: https://github.com/feder-cr/AIHawk description: AI browser agent, ships as an MCP server and a web UI - name: Browser Tools repos: - url: https://github.com/BB-fat/browser-use-rs description: Rust-based browser automation MCP server - url: https://github.com/browsermcp/mcp description: Browser control for AI applications - url: https://github.com/kontext-dev/browser-use-mcp-server - url: https://github.com/ndthanhdev/mcp-browser-kit description: AI assistants interact with local browser - url: https://github.com/Pantheon-Security/chrome-mcp-secure - url: https://github.com/mattiasw/browserloop - url: https://github.com/yetidevworks/yetibrowser-mcp - url: https://github.com/vincent-pli/chrome-history-mcp - url: https://github.com/onllm-dev/onUI description: Annotation-first UI pair programming in the browser - url: https://github.com/hahahahahahahahah6/browser-buddy description: MCP server + Chrome extension (MV3) that lets coding agents read pages through the user's real, logged-in Chrome; stdlib-only, local - name: Cloud Services repos: - url: https://github.com/browserbase/mcp-server-browserbase description: Browser control with Browserbase - url: https://github.com/lightpanda-io/gomcp - url: https://github.com/browserstack/mcp-server - url: https://github.com/hyperbrowserai/mcp - url: https://github.com/onkernel/kernel-mcp-server description: Secure cloud-browser automation on Kernel - name: DevTools repos: - url: https://github.com/eyalzh/browser-control-mcp description: Browser control via extension for AI agents - url: https://github.com/freema/firefox-devtools-mcp description: MCP server for Firefox DevTools integration - url: https://github.com/ChromeDevTools/chrome-devtools-mcp - name: Playwright repos: - url: https://github.com/VikashLoomba/MCP-Server-Playwright - url: https://github.com/blackwhite084/playwright-plus-python-mcp description: Enhanced Playwright browser automation - url: https://github.com/executeautomation/mcp-playwright description: MCP server for Playwright browser testing - url: https://github.com/kimtth/mcp-aoai-web-browsing description: Azure OpenAI with Playwright browser control - url: https://github.com/microsoft/playwright-mcp - name: CLI Tools repos: - url: https://github.com/Coding-Dev-Tools/click-to-mcp description: Auto-wrap Click/typer CLIs as MCP servers - url: https://github.com/automateyournetwork/pyATS_MCP - url: https://github.com/aybelatchane/mcp-server-terminal description: TUI and CLI automation via Terminal State Tree - url: https://github.com/blakerouse/ssh-mcp description: Local SSH host groups and remote command execution - url: https://github.com/ferrislucas/iterm-mcp description: iTerm command execution for REPL/CLI - url: https://github.com/g0t4/mcp-server-commands description: MCP server to run commands (runProcess tool) - url: https://github.com/maxim-saplin/mcp_safe_local_python_executor description: Safe Python executor from smolagents - url: https://github.com/misiektoja/kill-process-mcp - url: https://github.com/MladenSU/cli-mcp-server description: CLI with secure execution and custom policies - url: https://github.com/OthmaneBlial/term_mcp_deepseek description: Approve terminal commands after risk and access checks - url: https://github.com/ooples/mcp-console-automation description: MCP for AI-driven console automation and monitoring - url: https://github.com/sonirico/mcp-shell description: Secure, auditable shell commands for AI - url: https://github.com/tufantunc/ssh-mcp description: SSH control for Linux servers - url: https://github.com/tumf/mcp-shell-server description: Shell execution with whitelisted commands - url: https://github.com/wonderwhy-er/DesktopCommanderMCP description: Terminal control, file search, diff editing - url: https://github.com/nihalxkumar/arch-mcp - url: https://github.com/rusiaaman/wcgw - url: https://github.com/simon-ami/win-cli-mcp-server - url: https://github.com/claude-did-this/MCPControl - url: https://github.com/phialsbasement/cmd-mcp-server description: CMD command execution for Claude agents - url: https://github.com/gentoro-GT/mcp-nodejs-server - url: https://github.com/inercia/MCPShell - url: https://github.com/reuvenaor/shadcn-registry-manager - url: https://github.com/nickgnd/tmux-mcp - url: https://github.com/chrishayuk/mcp-cli description: Feature-rich CLI for interacting with MCP servers - url: https://github.com/wong2/mcp-cli - url: https://github.com/NakaokaRei/swift-mcp-gui description: Keyboard and mouse control on macOS - url: https://github.com/JoshuaRileyDev/mac-apps-launcher description: Launch and manage macOS applications - url: https://github.com/Beer-Bears/scaffold description: Structural RAG system for large codebases - url: https://github.com/InsForge/insforge-mcp description: MCP server for InsForge - full-stack builders for coding agents - url: https://github.com/paracetamol951/P-Link-MCP - url: https://github.com/peakmojo/applescript-mcp description: Execute AppleScript for Mac control - url: https://github.com/baryhuang/mcp-remote-macos-use description: AI agent for full Mac control - url: https://github.com/dvcrn/mcp-server-siri-shortcuts - url: https://github.com/classfang/ssh-mcp-server description: SSH MCP server included in official repo - url: https://github.com/AB498/computer-control-mcp description: Mouse, keyboard, OCR via PyAutoGUI - url: https://github.com/domdomegg/computer-use-mcp description: Full computer control for AI models - url: https://github.com/erniebrodeur/mcp-grep - url: https://github.com/GongRzhe/terminal-controller-mcp description: Secure terminal command execution - url: https://github.com/rishabkoul/iTerm-MCP-Server - url: https://github.com/lacs-project/sysknife description: "Security-hardened MCP server for Linux sysadmin: 189 typed actions instead of shell strings, Ed25519 hash-chain audit log, approval receipts, automatic rollback" - url: https://github.com/TheFox666/mduct description: "Call MCP servers from the shell: pipe, script and automate their tools, with schemas kept out of LLM context" - name: CRM & ERP repos: - url: https://github.com/iaptic/mcp-server-iaptic - url: https://github.com/sergehuber/inoyu-mcp-unomi-server - url: https://github.com/tinybirdco/mcp-tinybird - url: https://github.com/hmk/attio-mcp-server description: Attio CRM records and notes management - url: https://github.com/ivnvxd/mcp-server-odoo description: MCP server for Odoo ERP integration - url: https://github.com/MonadsAG/capsulecrm-mcp - url: https://github.com/augmnt/augments-mcp-server description: MCP server for Augments AI platform - url: https://github.com/devhub/devhub-cms-mcp - url: https://github.com/picahq/mcp - url: https://github.com/smn2gnt/MCP-Salesforce - url: https://github.com/tsmztech/mcp-server-salesforce - url: https://github.com/knowall-ai/mcp-business-central - url: https://github.com/zaiwork/mcp - url: https://github.com/encoreshao/bamboohr-mcp - url: https://github.com/vignaesh01/DataverseDevToolsMcpServer - url: https://github.com/umin-ai/itemit-mcp - url: https://github.com/dsvantien/netsuite-mcp-server description: NetSuite ERP records, queries, and operations - url: https://github.com/tomaspavlin/rohlik-mcp description: Shop groceries on Rohlik Group platforms - url: https://github.com/AiondaDotCom/mcp-salesforce description: Salesforce OAuth and CRUD for any object - url: https://github.com/GeLi2001/shopify-mcp description: Shopify API for Claude and Cursor - url: https://github.com/Packrift/packrift-mcp description: Packrift packaging catalog, pricing, inventory, and cart helpers - url: https://github.com/mafzaal/d365fo-client description: Client for Microsoft Dynamics 365 F&O - url: https://github.com/raoulbia-ai/mcp-server-for-intercom - url: https://github.com/lciesielski/mcp-salesforce-example - url: https://github.com/peakmojo/mcp-hubspot description: HubSpot CRM integration for AI assistants - url: https://github.com/avisangle/method-crm-mcp - url: https://github.com/getclera/mcp description: "Hosted recruiting server: search vetted startup candidates and request intros" - name: Cloud & Infrastructure subcategories: - name: AWS repos: - url: https://github.com/aashari/mcp-server-aws-sso - url: https://github.com/alexei-led/aws-mcp-server description: AWS CLI in containerized environment - url: https://github.com/awslabs/mcp description: AWS MCP servers for AI assistants - url: https://github.com/localstack/localstack-mcp-server description: LocalStack AWS emulation - url: https://github.com/trilogy-group/aws-pricing-mcp description: AWS EC2 pricing search by CPU, RAM, network - url: https://github.com/aws-powertools/powertools-mcp - url: https://github.com/rishikavikondala/mcp-server-aws description: MCP server for AWS resource operations - url: https://github.com/aarora79/aws-cost-explorer-mcp-server - url: https://github.com/baryhuang/mcp-server-aws-resources-python description: Run boto3 code to manage AWS resources - url: https://github.com/runjivu/use_aws_mcp - url: https://github.com/aws-samples/sample-mcp-server-s3 description: Retrieve PDFs and data from AWS S3 - name: Cloud Platforms repos: - url: https://github.com/4everland/4everland-hosting-mcp - url: https://github.com/alexbakers/mcp-ipfs - url: https://github.com/aliyun/alibaba-cloud-ops-mcp-server - url: https://github.com/cloudflare/mcp-server-cloudflare description: Cloudflare services management - url: https://github.com/cohesivity-org/cohesivity-plugin description: "cohesivity.ai offers free agent native backend services. Anonymous account (no-signup) to get started through MCP or API. Hosting, postgres, email, storage, containers, LLMs, voice and third-party APIs. Includes free tiers and 5 USD/mo in AI and Search credits. Top-ups through x402." - url: https://github.com/erikhoward/adls-mcp-server - url: https://github.com/espressif/esp-rainmaker-mcp - url: https://github.com/hardik-id/azure-resource-graph-mcp-server description: Azure Resource Graph query interface - url: https://github.com/johnneerdael/ns-private-access-mcp - url: https://github.com/kestra-io/mcp-server-python description: Python MCP for Kestra AI Agents - url: https://github.com/liveblocks/liveblocks-mcp-server - url: https://github.com/Nebula-Block-Data/nebulablock-mcp-server - url: https://github.com/pibblokto/cert-manager-mcp-server - url: https://github.com/pythonanywhere/pythonanywhere-mcp-server description: Manage PythonAnywhere files, apps, and tasks - url: https://github.com/qiniu/qiniu-mcp-server description: Qiniu Cloud storage, CDN, and media processing - url: https://github.com/redis/mcp-redis-cloud description: MCP server for Redis Cloud database operations - url: https://github.com/rrmistry/tilt-mcp - url: https://github.com/StacklokLabs/ocireg-mcp - url: https://github.com/thunderboltsid/mcp-nutanix - url: https://github.com/VmLia/books-mcp-server - url: https://github.com/elevy99927/devops-mcp-webui - url: https://github.com/aliyun/alibabacloud-devops-mcp-server description: MCP server for Alibaba Yunxiao DevOps platform - url: https://github.com/microsoft/azure-devops-mcp description: Azure DevOps integration for AI agents - url: https://github.com/aliyun/alibabacloud-dataworks-mcp-server description: Alibaba Cloud DataWorks API integration - url: https://github.com/GoogleCloudPlatform/cloud-run-mcp - url: https://github.com/aliyun/alibabacloud-hologres-mcp-server description: MCP server for Alibaba Hologres data warehouse - url: https://github.com/rohit-kaundal/digitalocean-mcp-server - url: https://github.com/babelcloud/gbox description: AI control for Android, browser, desktop - url: https://github.com/dkruyt/mcp-hetzner description: Hetzner Cloud management - url: https://github.com/Cheffromspace/mcp-nextcloud-calendar - url: https://github.com/Azure/azure-mcp - url: https://github.com/G-Core/gcore-mcp-server description: G-Core Labs CDN and edge services - url: https://github.com/aantti/mcp-netbird description: Netbird network management - url: https://github.com/api7/apisix-mcp description: APISIX gateway for LLM integration - url: https://github.com/higress-group/higress-ops-mcp-server description: Higress API gateway configuration management - url: https://github.com/heroku/heroku-mcp-server - url: https://github.com/vantage-sh/vantage-mcp-server description: Fetch costs and usage from Vantage - url: https://github.com/Azure-Samples/mcp description: Samples and resources for Azure MCP - url: https://github.com/call518/MCP-OpenStack-Ops description: MCP server providing OpenStack project management - url: https://github.com/wangsqly0407/openstack-mcp-server - url: https://github.com/TencentCloudBase/CloudBase-AI-ToolKit description: Connect CloudBase to AI agents - url: https://github.com/dinghuazhou/sample-mcp-server-tos - url: https://github.com/kocierik/consul-mcp-server - url: https://github.com/edgee-cloud/mcp-server-edgee - url: https://github.com/kleaphq/cli description: Build, edit, publish and host real websites and web apps from AI agents - name: Kubernetes repos: - url: https://github.com/alexei-led/k8s-mcp-server description: Kubernetes cluster management - url: https://github.com/cyclops-ui/mcp-cyclops description: Cyclops Kubernetes management - url: https://github.com/Flux159/mcp-server-kubernetes - url: https://github.com/containers/kubernetes-mcp-server description: Kubernetes and OpenShift management - url: https://github.com/portainer/portainer-mcp description: Portainer container management - url: https://github.com/reza-gholizade/k8s-mcp-server description: Kubernetes cluster management - url: https://github.com/rohitg00/kubectl-mcp-server description: Kubernetes cluster chat with Claude/Cursor - url: https://github.com/silenceper/mcp-k8s description: Kubernetes cluster interaction - url: https://github.com/StacklokLabs/mkp description: MKP Kubernetes MCP server - url: https://github.com/strowk/mcp-k8s-go description: Go-based Kubernetes connection - url: https://github.com/weibaohui/k8m description: Mini Kubernetes AI Dashboard - url: https://github.com/weibaohui/kom description: Kubernetes SDK wrapping kubectl - url: https://github.com/wenhuwang/mcp-k8s-eye description: Kubernetes diagnosis and management - url: https://github.com/jeff-nasseri/helm-chart-cli-mcp - url: https://github.com/razvanmacovei/k8s-multicluster-mcp - url: https://github.com/yanmxa/multicluster-mcp-server - url: https://github.com/vfarcic/dot-ai description: Deploy apps to any Kubernetes cluster - url: https://github.com/kubesphere/ks-mcp-server description: KubeSphere APIs for workspaces, clusters, users, and roles - url: https://github.com/kubestellar/console description: Multi-cluster Kubernetes dashboard with natural-language MCP - name: Virtualization & IaC repos: - url: https://github.com/bright8192/esxi-mcp-server description: MCP server for VMware ESXi management - url: https://github.com/nwiizo/tfmcp description: Terraform AI-assisted infrastructure - url: https://github.com/openstack-kr/python-openstackmcp-server - url: https://github.com/hashicorp/terraform-mcp-server description: Terraform ecosystem integration for AI - url: https://github.com/1Panel-dev/mcp-1panel description: MCP server for 1Panel management - url: https://github.com/nanovms/ops-mcp - url: https://github.com/0xshariq/docker-mcp-server - url: https://github.com/MatiasVara/libvirt-mcp - url: https://github.com/jokemanfire/mcp-containerd - url: https://github.com/kocierik/mcp-nomad - url: https://github.com/severity1/terraform-cloud-mcp description: Terraform Cloud API integration - url: https://github.com/yeahdongcn/vmware-fusion-mcp-server - url: https://github.com/dogukanakkaya/pulumi-mcp-server - name: Communication & Messaging subcategories: - name: Apple Messages repos: - url: https://github.com/carterlasalle/mac_messages_mcp description: MCP server for secure iMessage database access on macOS - url: https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server description: Safe iMessage database queries - url: https://github.com/wyattjoh/imessage-mcp description: iMessage data reading from macOS - url: https://github.com/mattt/iMCP description: Access Messages, Contacts, Reminders on Mac - name: Email repos: - url: https://github.com/elie222/inbox-zero description: AI email assistant for inbox zero - url: https://github.com/mailtrap/mailtrap-mcp - url: https://github.com/Shy2593666979/mcp-server-email description: Email with attachments for Gmail, Outlook, QQ - url: https://github.com/mailgun/mailgun-mcp-server description: Mailgun API integration - url: https://github.com/egyptianego17/email-mcp-server description: Send emails with attachments via SMTP - url: https://github.com/MadLlama25/fastmail-mcp description: Access to Fastmail API for AI assistants - url: https://github.com/ZilongXue/claude-post description: Email management via natural language - url: https://github.com/trycourier/courier-mcp - url: https://github.com/YUHAI0/email-send-mcp - url: https://github.com/ClickSend/clicksend-mcp-server - url: https://github.com/ElasticEmail/elasticemail-mcp-server - url: https://github.com/mailgun/mailjet-mcp-server - url: https://github.com/Astroa7m/MailNet-MCP-Server - url: https://github.com/recepyavuz0/sendgrid-mcp-server - url: https://github.com/dominik1001/imap-mcp - name: Messengers repos: - url: https://github.com/areweai/tsgram-mcp description: Telegram for local Claude Code debug - url: https://github.com/chaindead/telegram-mcp description: Telegram dialogs, messages, drafts, statuses - url: https://github.com/chigwell/telegram-mcp description: MCP server for Telegram messaging - url: https://github.com/lharries/whatsapp-mcp - url: https://github.com/line/line-bot-mcp-server description: LINE Messaging API for AI agents - url: https://github.com/ztxtxwd/open-feishu-mcp-server description: Feishu/Lark OAuth and document management - url: https://github.com/mjknowles/matrix-mcp-server description: Matrix server integration and chat - url: https://github.com/DLHellMe/telegram-mcp-server description: Scrape and analyze Telegram content - url: https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server - url: https://github.com/intentos-labs/beeper-mcp - url: https://github.com/Kashyap-AI-ML-Solutions/webex-messaging-mcp-server - url: https://github.com/wassengerhq/mcp-wassenger - url: https://github.com/pubnub/pubnub-mcp-server description: PubNub Model Context Protocol Server - url: https://github.com/Tencent-RTC/mcp - url: https://github.com/netease-im/yunxin-mcp-server - url: https://github.com/kone-net/mcp_server_lark - name: Notifications repos: - url: https://github.com/Cactusinhand/mcp_server_notify - url: https://github.com/gitmotion/ntfy-me-mcp description: MCP server for ntfy push notifications - url: https://github.com/infobip/mcp - url: https://github.com/teddyzxcv/ntfy-mcp description: MCP server for ntfy push notifications - url: https://github.com/aahl/mcp-notify description: Notify to Weixin, Telegram, Bark, Lark, DingTalk - url: https://github.com/ashiknesin/pushover-mcp - name: Team Chat repos: - url: https://github.com/discourse/discourse-mcp - url: https://github.com/jagan-shanmugam/mattermost-mcp-host description: Mattermost integration with LangGraph agent - url: https://github.com/korotovsky/slack-mcp-server description: MCP server for Slack workspace integration - url: https://github.com/SaseQ/discord-mcp description: MCP server for Discord integration - url: https://github.com/v-3/discordmcp - url: https://github.com/zencoderai/slack-mcp-server description: Slack workspace interaction and messaging - url: https://github.com/knocklabs/agent-toolkit - url: https://github.com/AshDevFr/discourse-mcp-server - url: https://github.com/joinly-ai/joinly - url: https://github.com/chatmcp/mcp-server-chatsum - name: Voice & Telephony repos: - url: https://github.com/gerkensm/callcenter.js-mcp - url: https://github.com/khan2a/telephony-mcp-server - url: https://github.com/ChatterBoxIO/chatterboxio-mcp-server - url: https://github.com/UserAd/didlogic_mcp - url: https://github.com/callhub/callhub-mcp - url: https://github.com/team-telnyx/telnyx-mcp-server - name: Data & Analytics subcategories: - name: AI/ML Platforms repos: - url: https://github.com/arrismo/kaggle-mcp - url: https://github.com/ChronulusAI/chronulus-mcp description: Chronulus AI forecasting and prediction agents - url: https://github.com/MigoXLab/dingo description: AI data, model, app quality evaluation - url: https://github.com/HumanSignal/label-studio-mcp-server description: MCP server for Label Studio data labeling - url: https://github.com/optuna/optuna-mcp description: Optuna hyperparameter optimization - url: https://github.com/kumo-ai/kumo-rfm-mcp - url: https://github.com/privetin/dataset-viewer - url: https://github.com/evalstate/mcp-hfspace description: HuggingFace Spaces integration - url: https://github.com/zenml-io/mcp-zenml description: ZenML MLOps platform connection - url: https://github.com/YanxingLiu/dify-mcp-server - url: https://github.com/KrishnaPramodParupudi/kaggle-mcp-server - url: https://github.com/jettyio/mlcbakery - url: https://github.com/root-signals/scorable-mcp - url: https://github.com/alkemi-ai/alkemi-mcp - url: https://github.com/emircansoftware/AutoML - url: https://github.com/nobrainer-tech/langflow-mcp - url: https://github.com/0xshellming/mcp-summarizer - name: Data APIs repos: - url: https://github.com/davidf9999/gx-mcp-server - url: https://github.com/jwaxman19/qlik-mcp - url: https://github.com/Coresignal-com/coresignal-mcp - url: https://github.com/YangLiangwei/PersonalizationMCP description: Personal data hub for AI from Steam, YouTube, Bilibili - url: https://github.com/cbinsights/cbi-mcp-server - url: https://github.com/explorium-ai/mcp-explorium - url: https://github.com/Jellyfish-AI/jellyfish-mcp - url: https://github.com/domdomegg/aws-open-data-mcp - url: https://github.com/X-lab2017/open-digger-mcp-server - url: https://github.com/thsmale/usaspending-mcp-server - url: https://github.com/anshumax/world_bank_mcp_server description: World Bank open data API - url: https://github.com/TakoData/tako-mcp - url: https://github.com/data-skunks/kpu-mcp - url: https://github.com/avabuildsdata/mcp-us-business-data description: US business data - SOS registrations (17 states), building permits, SAM.gov, SEC EDGAR - name: Data Exploration repos: - url: https://github.com/kdqed/zaturn - url: https://github.com/reading-plus-ai/mcp-server-data-exploration description: Interactive CSV data exploration - url: https://github.com/brightlikethelight/networkx-mcp-server description: NetworkX graph algorithms for AI conversations - url: https://github.com/GongRzhe/JSON-MCP-Server - url: https://github.com/santoshray02/csv-editor description: AI-powered CSV data manipulation and analysis - name: Data Platforms repos: - url: https://github.com/aywengo/kafka-schema-reg-mcp description: Kafka Schema Registry management - url: https://github.com/dbt-labs/dbt-mcp - url: https://github.com/keboola/mcp-server - url: https://github.com/mattijsdp/dbt-docs-mcp description: dbt documentation interaction - url: https://github.com/kubeflow/mcp-apache-spark-history-server description: Apache Spark History Server bridge - url: https://github.com/acryldata/mcp-server-datahub description: Official MCP server for DataHub - url: https://github.com/thoughtspot/mcp-server - url: https://github.com/RafaelCartenet/mcp-databricks-server description: AI agents interact with Databricks - url: https://github.com/Microsoft/fabric-rti-mcp description: Fabric Real-Time Intelligence server - url: https://github.com/syucream/lightdash-mcp-server description: Access to Lightdash analytics - url: https://github.com/yangkyeongmo/mcp-server-openmetadata description: OpenMetadata integration for data catalog - url: https://github.com/growthbook/growthbook-mcp description: GrowthBook flags and experiments - url: https://github.com/flowcore-io/mcp-flowcore-platform - url: https://github.com/JordiNeil/mcp-databricks-server - url: https://github.com/yashshingvi/databricks-genie-MCP description: Ask Databricks Genie questions and run SQL queries - url: https://github.com/Peliqan-io/mcp-server-peliqan - url: https://github.com/Verodat/verodat-mcp-server - url: https://github.com/BauplanLabs/bauplan-mcp-server - url: https://github.com/IBM/data-intelligence-mcp-server description: Watsonx Data Intelligence gateway across microservices - url: https://github.com/kkruglik/mlflow-mcp - url: https://github.com/call518/MCP-Ambari-API - url: https://github.com/ognis1205/mcp-server-unitycatalog - url: https://github.com/reltio-ai/reltio-mcp-server - url: https://github.com/datumnova/ms-fabric-mcp description: Microsoft Fabric workspaces, lakehouses, and PySpark notebooks - name: Jupyter & Notebooks repos: - url: https://github.com/datalayer/jupyter-mcp-server - url: https://github.com/jjsantos01/jupyter-notebook-mcp - url: https://github.com/phisanti/MCPR description: AI agents in interactive R sessions - name: Visualization repos: - url: https://github.com/isaacwasserman/mcp-vegalite-server description: MCP server for Vega-Lite data visualization - url: https://github.com/antvis/mcp-server-chart description: 25+ visual charts using @antvis for data analysis - url: https://github.com/hustcc/mcp-echarts description: ECharts visual charts with AI - url: https://github.com/GongRzhe/Quickchart-MCP-Server description: Generate charts using QuickChart.io - url: https://github.com/palewire/datawrapper-mcp description: Create Datawrapper charts with AI - name: Databases subcategories: - name: Analytics & Warehouses repos: - url: https://github.com/ClickHouse/mcp-clickhouse - url: https://github.com/ergut/mcp-bigquery-server description: MCP server for Google BigQuery integration - url: https://github.com/hydrolix/mcp-hydrolix - url: https://github.com/isaacwasserman/mcp-snowflake-server description: MCP server for Snowflake database queries - url: https://github.com/iunera/druid-mcp-server description: Apache Druid cluster tools, resources, and analysis - url: https://github.com/ktanaka101/mcp-server-duckdb description: DuckDB database interaction - url: https://github.com/LucasHild/mcp-server-bigquery description: Google BigQuery database access - url: https://github.com/motherduckdb/mcp-server-motherduck - url: https://github.com/pab1it0/adx-mcp-server description: MCP server for Azure Data Explorer - url: https://github.com/Snowflake-Labs/mcp description: Snowflake Cortex AI and SQL orchestration - url: https://github.com/YannBrrd/simple_snowflake_mcp - url: https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server - url: https://github.com/cloudera/iceberg-mcp-server - url: https://github.com/lishenxydlgzs/aws-athena-mcp - url: https://github.com/thisisbhanuj/Snowflake-Cortex-MCP-Server - url: https://github.com/startreedata/mcp-pinot - name: Cache & Key-Value repos: - url: https://github.com/aliyun/alibabacloud-tablestore-mcp-server description: MCP server for Alibaba Tablestore NoSQL - url: https://github.com/redis/mcp-redis description: MCP server for Redis database operations - url: https://github.com/momentohq/mcp-momento - url: https://github.com/upstash/mcp-server - url: https://github.com/GongRzhe/REDIS-MCP-Server description: Redis operations via MCP - name: Cloud Platforms repos: - url: https://github.com/Aiven-Open/mcp-aiven - url: https://github.com/alexander-zuev/supabase-mcp-server description: MCP server for Supabase database and auth - url: https://github.com/gannonh/firebase-mcp - url: https://github.com/instantdb/instant description: Modern Firebase with real-time database - url: https://github.com/JoshuaRileyDev/supabase-mcp-server description: MCP server for Supabase database operations - url: https://github.com/neondatabase/mcp-server-neon description: Neon Management API and databases - url: https://github.com/niledatabase/nile-mcp-server description: Nile Database tenants, users, auth for LLMs - url: https://github.com/supabase-community/supabase-mcp - url: https://github.com/tymonTe/gralio-mcp - name: Graph Databases repos: - url: https://github.com/neo4j-contrib/mcp-neo4j - url: https://github.com/FalkorDB/FalkorDB-MCPServer description: Connect LLMs to FalkorDB - url: https://github.com/kuzudb/kuzu-mcp-server - url: https://github.com/stardog-union/stardog-cloud-mcp - url: https://github.com/ravenwits/mcp-server-arangodb description: ArangoDB database interaction - url: https://github.com/PCfVW/mcp-arangodb-async - url: https://github.com/da-okazaki/mcp-neo4j-server - url: https://github.com/neo4j-contrib/gds-agent description: Neo4j Graph Data Science tools - url: https://github.com/custom-discoveries/TigerGraph_MCP - name: Multi-Database Tools repos: - url: https://github.com/bytebase/dbhub description: Token-efficient multi-database MCP - url: https://github.com/Canner/wren-engine description: Semantic engine for MCP clients and AI - url: https://github.com/centralmind/gateway description: Universal database MCP for LLMs - url: https://github.com/dreamfactorysoftware/df-mcp - url: https://github.com/ferrants/memvid-mcp-server - url: https://github.com/fireproof-storage/mcp-database-server - url: https://github.com/FreePeak/db-mcp-server description: MCP server for database operations - url: https://github.com/googleapis/genai-toolbox description: Open source database MCP toolbox - url: https://github.com/OpenLinkSoftware/mcp-jdbc-server description: Java JDBC access for SQL databases - url: https://github.com/OpenLinkSoftware/mcp-odbc-server - url: https://github.com/prisma/mcp description: Prisma database workflows - url: https://github.com/runekaagaard/mcp-alchemy description: MCP server for SQLAlchemy database operations - url: https://github.com/s2-streamstore/s2-sdk-typescript - url: https://github.com/schemacrawler/SchemaCrawler-AI-MCP-Server-Usage description: How to use SchemaCrawler AI MCP Server - url: https://github.com/XGenerationLab/xiyan_mcp_server description: Natural language database queries - url: https://github.com/damms005/devdb-vscode description: Zero-config VS Code database extension - url: https://github.com/executeautomation/mcp-database-server description: Connect to SQLite, SQL Server, PostgreSQL - url: https://github.com/GibsonAI/mcp - url: https://github.com/HarperFast/mcp-server - url: https://github.com/datastrato/mcp-server-gravitino - name: NoSQL & Document repos: - url: https://github.com/Couchbase-Ecosystem/mcp-server-couchbase description: Couchbase database cluster integration - url: https://github.com/furey/mongodb-lens - url: https://github.com/kiliczsh/mcp-mongo-server - url: https://github.com/montumodi/mongodb-atlas-mcp-server - url: https://github.com/QuantGeekDev/mongo-mcp - url: https://github.com/mongodb-js/mongodb-mcp-server description: Connect to MongoDB and Atlas clusters - url: https://github.com/datastax/astra-db-mcp - url: https://github.com/kurrent-io/mcp-server - url: https://github.com/nabid-pf/mongo-mongoose-mcp - name: SQL Databases repos: - url: https://github.com/amineelkouhen/mcp-cockroachdb - url: https://github.com/apache/doris-mcp-server - url: https://github.com/benborla/mcp-server-mysql description: MCP server for MySQL database operations - url: https://github.com/c4pt0r/mcp-server-tidb - url: https://github.com/crystaldba/postgres-mcp description: Postgres with read/write access and performance - url: https://github.com/Dataring-engineering/mcp-server-trino - url: https://github.com/dave-wind/mysql-mcp-server - url: https://github.com/designcomputer/mysql_mcp_server description: Secure MySQL database interaction - url: https://github.com/dolthub/dolt-mcp - url: https://github.com/donghao1393/mcp-dbutils description: Multi-database connector for SQLite, MySQL, PostgreSQL - url: https://github.com/f4ww4z/mcp-mysql-server - url: https://github.com/gigamori/mcp-run-sql-connectorx - url: https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server description: Read-only SQLite database access - url: https://github.com/isdaniel/pgtuner_mcp - url: https://github.com/jparkerweb/mcp-sqlite description: Comprehensive SQLite interaction - url: https://github.com/oceanbase/awesome-oceanbase-mcp - url: https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server description: ODBC server with FastAPI and SQLAlchemy - url: https://github.com/panasenco/mcp-sqlite description: SQLite with Datasette metadata support - url: https://github.com/singlestore-labs/mcp-server-singlestore description: SingleStore database management API - url: https://github.com/skysqlinc/skysql-mcp - url: https://github.com/StarRocks/mcp-server-starrocks - url: https://github.com/subnetmarco/pgmcp - url: https://github.com/Teradata/teradata-mcp-server description: Teradata database integration - url: https://github.com/tuannvm/mcp-trino description: High-performance Trino MCP in Go - url: https://github.com/wenb1n-dev/mysql_mcp_server_pro description: Enhanced MySQL with anomaly analysis - url: https://github.com/wenb1n-dev/SmartDB_MCP description: Universal database MCP for MySQL, PostgreSQL, Oracle and more - url: https://github.com/Xexr/mcp-libsql description: MCP server for libSQL database - url: https://github.com/ydb-platform/ydb-mcp description: MCP server for YDB distributed database - url: https://github.com/Zhwt/go-mcp-mysql description: Go-based MCP server for MySQL - url: https://github.com/mariadb/mcp - url: https://github.com/call518/MCP-PostgreSQL-Ops description: PostgreSQL operations and monitoring - url: https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server - url: https://github.com/KWDB/kwdb-mcp-server - url: https://github.com/pingcap/pytidb description: TiDB AI SDK for apps and agents - url: https://github.com/yugabyte/yugabytedb-mcp-server - url: https://github.com/viragtripathi/cockroachdb-mcp-server - url: https://github.com/abel9851/mcp-server-mariadb - url: https://github.com/yuanoOo/oceanbase_mcp_server - url: https://github.com/OpenLinkSoftware/mcp-pyodbc-server - url: https://github.com/ahmedmustahid/postgres-mcp-server description: MCP server for PostgreSQL - url: https://github.com/arturborycki/mcp-teradata - url: https://github.com/nolleh/mcp-vertica - url: https://github.com/aliyun/alibabacloud-adbpg-mcp-server description: AnalyticDB PostgreSQL metadata and SQL operations - name: Search Engines repos: - url: https://github.com/fredac100/elasticsearch-memory-mcp - url: https://github.com/elastic/mcp-server-elasticsearch description: Elasticsearch queries and index management - url: https://github.com/opensearch-project/opensearch-mcp-server-py description: OpenSearch cluster interaction for AI - url: https://github.com/cr7258/elasticsearch-mcp-server description: Elasticsearch and OpenSearch interaction - url: https://github.com/mjochum64/mcp-solr-search - url: https://github.com/suhail-ak-s/mcp-typesense-server description: Typesense search for AI assistants - url: https://github.com/meilisearch/meilisearch-mcp description: Meilisearch interaction via LLM interfaces - url: https://github.com/vectorize-io/vectorize-mcp-server - url: https://github.com/algolia/mcp - url: https://github.com/aliyun/alibabacloud-opensearch-mcp-server - name: Spreadsheets & No-Code repos: - url: https://github.com/baserow/baserow description: No-code database, apps, agents with AI - url: https://github.com/domdomegg/airtable-mcp-server description: Airtable bases integration for AI systems - url: https://github.com/proompteng/bilig description: Headless spreadsheet formulas, edits, and JSON persistence - url: https://github.com/edwinbernadus/nocodb-mcp-server - url: https://github.com/freema/mcp-gsheets description: Google Sheets read, write, manipulate - url: https://github.com/henilcalagiya/google-sheets-mcp - url: https://github.com/rashidazarang/airtable-mcp description: Airtable integration for AI applications - url: https://github.com/xing5/mcp-google-sheets description: Google Drive and Sheets integration - url: https://github.com/felores/airtable-mcp description: Manage Airtable bases and records - name: Streaming & Messaging repos: - url: https://github.com/confluentinc/mcp-confluent description: MCP server for Confluent Kafka platform - url: https://github.com/tuannvm/kafka-mcp-server description: Apache Kafka server in Go - url: https://github.com/shivamxtech/kafka-mcp - url: https://github.com/kenliao94/mcp-server-rabbitmq - name: Time-Series & Metrics repos: - url: https://github.com/GreptimeTeam/greptimedb-mcp-server - url: https://github.com/idoru/influxdb-mcp-server - url: https://github.com/influxdata/influxdb3_mcp_server - url: https://github.com/pab1it0/prometheus-mcp-server description: MCP server for Prometheus metrics - url: https://github.com/timeplus-io/mcp-timeplus - url: https://github.com/tradercjz/dolphindb-mcp-server - url: https://github.com/VictoriaMetrics-Community/mcp-victorialogs description: VictoriaLogs log management integration - url: https://github.com/yincongcyincong/VictoriaMetrics-mcp-server - url: https://github.com/apache/iotdb-mcp-server - url: https://github.com/GreptimeTeam/greptimedb description: Unified observability DB for metrics, logs, traces - name: Vector Databases repos: - url: https://github.com/chroma-core/chroma-mcp description: Chroma vector database capabilities - url: https://github.com/KashiwaByte/vikingdb-mcp-server - url: https://github.com/qdrant/mcp-server-qdrant description: Official Qdrant vector database MCP - url: https://github.com/sirmews/mcp-pinecone - url: https://github.com/weaviate/mcp-server-weaviate - url: https://github.com/zilliztech/mcp-server-milvus - url: https://github.com/pinecone-io/pinecone-mcp description: Connect Pinecone to AI assistants - url: https://github.com/privetin/chroma - name: Developer Tools subcategories: - name: API Tools repos: - url: https://github.com/Arize-ai/text-to-graphql-mcp description: MCP server for text-to-GraphQL conversion - url: https://github.com/blurrah/mcp-graphql - url: https://github.com/delano/postman-mcp-server - url: https://github.com/hijaz/postmancer description: REST client replacing Postman/Insomnia - url: https://github.com/postmanlabs/postman-mcp-server description: Postman collections, OpenAPI specs, and environments - url: https://github.com/UnitVectorY-Labs/mcp-graphql-forge - url: https://github.com/zcaceres/fetch-mcp - url: https://github.com/automation-ai-labs/mcp-link - url: https://github.com/fotoetienne/gqai - url: https://github.com/hostinger/api-mcp-server description: MCP server for Hostinger API integration - url: https://github.com/shanejonas/openrpc-mcp-server description: JSON-RPC via OpenRPC - url: https://github.com/webflow/mcp-server - url: https://github.com/apimatic/apimatic-validator-mcp - url: https://github.com/Jktfe/serveMyAPI description: MCP server for custom API serving - url: https://github.com/alimo7amed93/webhook-tester-mcp - url: https://github.com/JordanDalton/RestCsvMcpServer - url: https://github.com/zazencodes/public-apis-mcp - url: https://github.com/apollographql/apollo-mcp-server - url: https://github.com/WordPress/mcp-adapter description: Bridge Abilities API to MCP - url: https://github.com/tadata-org/fastapi_mcp description: Expose FastAPI endpoints as MCP tools - url: https://github.com/diffusiondata/diffusion-mcp-server - url: https://github.com/kalendis-dev/kalendis-mcp - url: https://github.com/simplifier-ag/simplifier-mcp - url: https://github.com/atototo/api-lab-mcp - url: https://github.com/Omedia/mcp-server-drupal description: Drupal MCP module companion - url: https://github.com/MFYDev/ghost-mcp description: Interact with Ghost CMS via LLM - url: https://github.com/hannesj/mcp-graphql-schema - url: https://github.com/shannonlal/mcp-postman - url: https://github.com/Tamsi/redbee-mcp - url: https://github.com/TBosak/specbridge - url: https://github.com/Kong/mcp-konnect description: Interact with Kong Konnect APIs - url: https://github.com/johnpapa/mcp-starwars - url: https://github.com/TykTechnologies/tyk-dashboard-mcp - url: https://github.com/Automattic/wordpress-mcp - url: https://github.com/drestrepom/mcp_graphql description: Interact with GraphQL APIs via MCP tools - url: https://github.com/ivo-toby/contentful-mcp description: Contentful CMS Management API - url: https://github.com/xxxbrian/mcp-rquest description: Browser-like HTTP with TLS fingerprinting - name: CI/CD & DevOps repos: - url: https://github.com/alexpota/deploy-mcp - url: https://github.com/avisangle/jenkins-mcp-server - url: https://github.com/bitrise-io/bitrise-mcp description: Bitrise CI/CD app and build management - url: https://github.com/btafoya/mailsandbox - url: https://github.com/buildkite/buildkite-mcp-server - url: https://github.com/CircleCI-Public/mcp-server-circleci description: MCP server for CircleCI CI/CD pipeline integration - url: https://github.com/ckreiling/mcp-server-docker - url: https://github.com/DefangLabs/defang description: MCP server for Defang cloud deployment - url: https://github.com/docker/hub-mcp - url: https://github.com/endorhq/cli description: Sandboxed environments for favorite services via MCP - url: https://github.com/IvanAmador/vercel-ai-docs-mcp description: Vercel AI SDK documentation search - url: https://github.com/jamsocket/forevervm description: Stateful AI code sandboxes - url: https://github.com/QuantGeekDev/docker-mcp - url: https://github.com/TencentEdgeOne/edgeone-pages-mcp description: Deploy HTML to EdgeOne Pages with public URL - url: https://github.com/utensils/mcp-nixos - url: https://github.com/yangkyeongmo/mcp-server-apache-airflow description: MCP server for Apache Airflow workflows - url: https://github.com/harness/mcp-server - url: https://github.com/itcaat/teamcity-mcp - url: https://github.com/axliupore/mcp-code-runner description: MCP server for executing code in Docker containers - url: https://github.com/configcat/mcp-server - url: https://github.com/flipt-io/mcp-server-flipt - url: https://github.com/gofireflyio/firefly-mcp - url: https://github.com/opslevel/opslevel-mcp - url: https://github.com/nacos-group/nacos-mcp-router description: MCP server discovery, install, and proxy - url: https://github.com/conductor-oss/conductor-mcp - url: https://github.com/deployhq/deployhq-mcp-server - url: https://github.com/launchdarkly/mcp-server - url: https://github.com/OctopusDeploy/mcp-server - url: https://github.com/Vortiago/mcp-azure-devops description: AI assistants with Azure DevOps - url: https://github.com/prassanna-ravishankar/clearml-mcp - url: https://github.com/Cronlytic/cronlytic-mcp-server - url: https://github.com/wangkanai/devops-mcp - url: https://github.com/ko1ynnky/github-actions-mcp-server - url: https://github.com/jasonkylelol/jenkins-mcp-server - url: https://github.com/leosepulveda/mcp-n8n description: n8n API plus 100 workflow templates with matching - url: https://github.com/czlonkowski/n8n-mcp description: Build n8n workflows with AI assistants - url: https://github.com/leonardsellem/n8n-mcp-server description: Tools for interacting with n8n API - url: https://github.com/jfrog/mcp-jfrog description: JFrog Platform repository management - url: https://github.com/call518/MCP-Airflow-API description: Apache Airflow API integration - url: https://github.com/allen-munsch/mcp-prefect - url: https://github.com/cuongtl1992/unleash-mcp - url: https://github.com/zarcherlot/code-relay description: Branch-scoped runbooks and cross-machine verification receipts for coding agents. - name: Code Analysis repos: - url: https://github.com/admica/FileScopeMCP description: Codebase dependency diagrams - url: https://github.com/vitali87/code-graph-rag description: Knowledge graph RAG for multi-language codebase analysis - url: https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics - url: https://github.com/bgauryy/octocode-mcp description: MCP server for semantic code search and context generation - url: https://github.com/Bigsy/clj-kondo-MCP - url: https://github.com/CodeLogicIncEngineering/codelogic-mcp-server description: Codelogic software dependency analysis - url: https://github.com/isiahw1/mcp-server-bing-webmaster description: Bing Webmaster Tools for SEO and analytics - url: https://github.com/janreges/ai-distiller description: Fast tool for extracting essential public information from code - url: https://github.com/sapientpants/sonarqube-mcp-server - url: https://github.com/semgrep/mcp - url: https://github.com/SonarSource/sonarqube-mcp-server description: Official SonarQube quality and security for agents - url: https://github.com/simonkowallik/irulescan - url: https://github.com/azer/react-analyzer-mcp description: React code analysis and docs generation - url: https://github.com/cqfn/aibolit-mcp-server description: Aibolit Java static analyzer for AI agents - url: https://github.com/j4c0bs/mcp-server-sql-analyzer - url: https://github.com/st3v3nmw/sourcerer-mcp description: Semantic code search reducing token waste - url: https://github.com/neilberkman/editorconfig_mcp - url: https://github.com/PromptExecution/rust-cargo-docs-rag-mcp - url: https://github.com/brianveltman/sonatype-mcp - url: https://github.com/codacy/codacy-mcp-server - url: https://github.com/kandrwmrtn/cplusplus_mcp description: MCP server for C++ codebase analysis using libclang - url: https://github.com/nfergu/memalot - url: https://github.com/micl2e2/code-to-tree description: Source code to AST tree conversion - url: https://github.com/vezlo/src-to-kb - url: https://github.com/Disentinel/grafema description: Semantic code graphs for call chains, data flow, and search - name: Debuggers repos: - url: https://github.com/cameroncooke/reloaderoo - url: https://github.com/pansila/mcp_server_gdb - url: https://github.com/stass/lldb-mcp - url: https://github.com/jasonjmcghee/claude-debugs-for-you description: Interactive debugging via MCP and VS Code - url: https://github.com/Continuum-AI-Corp/OrcaReplay description: Record, replay and fork coding-agent runs - name: Design & UI repos: - url: https://github.com/21st-dev/magic-mcp description: Frontend development with AI like Magic - url: https://github.com/freema/mcp-design-system-extractor description: MCP server for extracting design system components - url: https://github.com/GLips/Figma-Context-MCP description: Figma layout info for AI coding agents - url: https://github.com/heilgar/shadcn-ui-mcp-server description: MCP server for shadcn/ui component library - url: https://github.com/Jpisnice/shadcn-ui-mcp-server description: MCP server for shadcn/ui component library - url: https://github.com/public-ui/kolibri - url: https://github.com/storybookjs/mcp description: MCP server for Storybook UI component library - url: https://github.com/themeselection/flyonui-mcp - url: https://github.com/YuChenSSR/mindmap-mcp-server - url: https://github.com/themesberg/flowbite-mcp description: Figma to code with Flowbite - url: https://github.com/2niuhe/mcp_plantuml - url: https://github.com/2niuhe/qrcode_mcp - url: https://github.com/gauravsaini/gluestack-ui-mcp-server - url: https://github.com/holyfata/mermaid-grammer-inspector-mcp - url: https://github.com/KamranBiglari/mcp-server-chart - url: https://github.com/chunkydotdev/bldbl-mcp - url: https://github.com/Webvizio/mcp - url: https://github.com/hustcc/mcp-mermaid - url: https://github.com/mastergo-design/mastergo-magic-mcp description: Connect MasterGo to AI assistants - url: https://github.com/grab/cursor-talk-to-figma-mcp description: Cursor and Figma communication - url: https://github.com/paulvandermeijs/figma-mcp - url: https://github.com/modao-dev/modao-proto-mcp description: Connect Modao Proto to AI clients - url: https://github.com/NonicaTeam/AI-Connector-for-Revit description: Issue tracker for the NonicaTab Revit AI Connector - url: https://github.com/starwind-ui/starwind-ui-mcp description: Starwind UI for Cursor and Windsurf - url: https://github.com/kapilduraphe/webflow-mcp-server - url: https://github.com/smartzan63/lucid-mcp-server description: Search, export, and create Lucid charts and diagrams - url: https://github.com/gaganmanku96/talk-with-figma-claude - name: Diagrams repos: - url: https://github.com/Narasimhaponnada/mermaid-mcp description: MCP server for Mermaid diagram generation - url: https://github.com/veelenga/claude-mermaid - url: https://github.com/humanjesse/textarttools-mcp - url: https://github.com/trycon/ticket-generator-mcp - url: https://github.com/apeyroux/mcp-xmind description: Analyze and query XMind mind maps - url: https://github.com/jinzcdev/markmap-mcp-server description: Markdown to interactive mind maps - name: Documentation repos: - url: https://github.com/lingodotdev/lingo.dev description: MCP server for Lingo localization platform - url: https://github.com/szeider/consult7 - url: https://github.com/upstash/context7 description: Up-to-date code docs for LLMs - url: https://github.com/inkeep/mcp-server-python - url: https://github.com/mrjoshuak/godoc-mcp description: Structured Go docs to avoid dumping source into context - url: https://github.com/yikakia/godoc-mcp-server description: Go package docs from pkg.go.dev - url: https://github.com/V0v1kkk/DotNetMetadataMcpServer description: .NET type metadata for AI coding agents - url: https://github.com/Excoriate/mcp-terragrunt-docs description: Terragrunt documentation context - url: https://github.com/sykuang/mcp-autogen-doc - url: https://github.com/Yeok-c/latex-mcp-server - url: https://github.com/yWorks/mcp-typescribe description: TypeScript library support for LLMs - url: https://github.com/ztuskes/garmin-documentation-mcp-server - url: https://github.com/khromov/svelte-llm-mcp - url: https://github.com/microsoftdocs/mcp description: Microsoft Learn MCP for LLMs - url: https://github.com/kimsungwhee/apple-docs-mcp description: Apple Developer Documentation search - url: https://github.com/andrea9293/mcp-documentation-server description: Document management with Gemini - url: https://github.com/clix-so/clix-mcp-server - url: https://github.com/cortexapps/cortex-mcp - url: https://github.com/notifly-tech/notifly-mcp-server - url: https://github.com/port-labs/port-mcp-server - url: https://github.com/vaadin/vaadin-mcp - url: https://github.com/tosin2013/mcp-adr-analysis-server description: AI-powered ADR and architecture analysis - url: https://github.com/tosin2013/documcp - url: https://github.com/oborchers/mcp-server-docy description: Documentation access capabilities - url: https://github.com/adapoet/fabric-mcp-server description: Fabric patterns with AI agents - url: https://github.com/jobswithgpt/mcp - url: https://github.com/guyru/man-mcp-server - url: https://github.com/Yorick-Ryu/md2doc-mcp - url: https://github.com/da1z/docsmcp - url: https://github.com/Govcraft/rust-docs-mcp-server description: Rust documentation lookup - url: https://github.com/TechDocsStudio/biel-mcp - url: https://github.com/idachev/mcp-javadc description: MCP server for decompiling Java .class files to source - name: IDE & Editors repos: - url: https://github.com/biegehydra/BifrostMCP description: VS Code semantic tools via MCP - url: https://github.com/cameroncooke/xcodebuildmcp description: MCP server for Xcode build operations - url: https://github.com/dotemacs/domain-lookup-mcp - url: https://github.com/hechtcarmel/jetbrains-debugger-mcp-plugin description: JetBrains debugger control via MCP - url: https://github.com/hechtcarmel/jetbrains-index-mcp-plugin description: JetBrains plugin for MCP index integration - url: https://github.com/isaacphi/mcp-language-server description: MCP server implementing Language Server Protocol - url: https://github.com/JetBrains/mcp-jetbrains description: MCP server for JetBrains IDE integration - url: https://github.com/linw1995/nvim-mcp description: MCP server for Neovim integration - url: https://github.com/r-huijts/xcode-mcp-server description: Xcode project management - url: https://github.com/ShenghaiWang/xcodebuild description: Xcode iOS build with error feedback - url: https://github.com/tumf/mcp-text-editor description: Line-oriented text editing for LLM tools - url: https://github.com/laurynas-biveinis/elisp-dev-mcp description: Emacs Elisp development tools for LLMs - url: https://github.com/marimo-team/codemirror-mcp description: CodeMirror MCP extension - url: https://github.com/hloiseau/mcp-gopls description: Go LSP server via gopls - url: https://github.com/nzrsky/xctools-mcp-server - url: https://github.com/bigcodegen/mcp-neovim-server description: Control Neovim via MCP - url: https://github.com/AB498/code-context-provider-mcp description: Code context and analysis for AI - url: https://github.com/AI-QL/mcp-devcontainers - url: https://github.com/Oncorporation/filesystem_server - url: https://github.com/Tritlo/lsp-mcp - url: https://github.com/johnpapa/peacock-mcp - url: https://github.com/thisis-romar/vscode-ai-model-detector - url: https://github.com/juehang/vscode-mcp-server description: VS Code editing features for LLM coding - name: MCP SDKs repos: - url: https://github.com/Epistates/turbomcp description: High-performance MCP framework - url: https://github.com/jlowin/fastmcp description: Python framework for building MCP servers and clients - url: https://github.com/mark3labs/mcp-go description: Go implementation of MCP - url: https://github.com/oatpp/oatpp-mcp description: C++ MCP implementation for Oat++ framework - url: https://github.com/opgginc/laravel-mcp-server description: Laravel package for MCP servers - url: https://github.com/php-mcp/laravel description: Laravel SDK for building MCP servers - url: https://github.com/punkpeye/fastmcp description: TypeScript framework for MCP servers with sessions - url: https://github.com/QuantGeekDev/mcp-framework description: TypeScript framework with auto-discovery - url: https://github.com/stephencme/create-mcp-ts description: TypeScript MCP server template - url: https://github.com/super-i-tech/mcp_plexus description: Multi-tenant MCP framework built on FastMCP - url: https://github.com/reflagcom/javascript - url: https://github.com/mumez/pharo-smalltalk-interop-mcp-server - url: https://github.com/bhauman/clojure-mcp - url: https://github.com/kpavlov/tachyon description: Java/Kotlin MCP runtime with HTTP, Netty, and sessions - name: Mobile Development repos: - url: https://github.com/hyperb1iss/droidmind - url: https://github.com/InditexTech/mcp-server-simulator-ios-idb description: MCP server for iOS simulator via IDB - url: https://github.com/JoshuaRileyDev/app-store-connect-mcp-server description: MCP server for App Store Connect API - url: https://github.com/JoshuaRileyDev/simulator-mcp-server description: MCP server for iOS Simulator control - url: https://github.com/joshuayoes/ios-simulator-mcp - url: https://github.com/mhmzdev/Figma-Flutter-MCP description: Figma design tokens for Flutter code agents - url: https://github.com/minhalvp/android-mcp-server description: Android device control via adb - url: https://github.com/mobile-next/mobile-mcp description: Mobile automation for iOS, Android, emulators - url: https://github.com/simpleswift/spm-mcp - url: https://github.com/PGYER/pgyer-mcp-server - url: https://github.com/nzrsky/simctl-mcp-server - url: https://github.com/Tommertom/awesome-ionic-mcp description: Ionic and Capacitor mobile app development - url: https://github.com/XixianLiang/HarmonyOS-mcp-server - url: https://github.com/zillow/auto-mobile description: Mobile automation tools with MCP - url: https://github.com/ambar/simctl-mcp description: MCP server for iOS Simulator control - url: https://github.com/hitSlop/shots description: App Store screenshot, app icon, ASO, and localization workflows for mobile app developers - name: OpenAPI repos: - url: https://github.com/bbonnin/openapi-to-mcp - url: https://github.com/janwilmake/openapi-mcp-server description: Complex OpenAPI exploration with plain language - url: https://github.com/kadykov/mcp-openapi-schema-explorer description: Token-efficient OpenAPI/Swagger exploration - url: https://github.com/ReAPI-com/mcp-openapi - url: https://github.com/zaizaizhao/mcp-swagger-server description: OpenAPI/Swagger to MCP conversion - url: https://github.com/twilio-labs/mcp description: OpenAPI to MCP tools and Twilio APIs - url: https://github.com/hannesj/mcp-openapi-schema - url: https://github.com/baryhuang/mcp-server-any-openapi description: Call APIs via semantic search - url: https://github.com/ckanthony/openapi-mcp description: Dockerized OpenAPI to MCP conversion - url: https://github.com/criteo/openapi-to-mcp - name: Package Managers repos: - url: https://github.com/artmann/package-registry-mcp description: NPM, Cargo, PyPi, NuGet package search - url: https://github.com/Bigsy/maven-mcp-server description: Maven build and dependency tools - url: https://github.com/sammcj/mcp-package-version description: Latest stable package versions for LLMs - url: https://github.com/arvindand/maven-tools-mcp description: Maven Central dependency intelligence for JVM build tools - url: https://github.com/btwiuse/npm-search-mcp-server - url: https://github.com/conan-io/conan-mcp - url: https://github.com/IlyaGulya/gradle-mcp-server description: Gradle project interaction for AI tools - url: https://github.com/wyattjoh/jsr-mcp - url: https://github.com/jeannier/homebrew-mcp description: Homebrew package management - url: https://github.com/GdMacmillan/apt-mcp-server - url: https://github.com/subelsky/bundler_mcp description: MCP server for Ruby Bundler integration - name: Robotics & Automation repos: - url: https://github.com/akramIOT/MCP_AI_SOC_Sher - url: https://github.com/gorosun/unified-diff-mcp - url: https://github.com/lpigeon/unitree-go2-mcp-server description: MCP server for Unitree Go2 robot control - url: https://github.com/robotmcp/ros-mcp-server description: ROS robot control with Claude and GPT - url: https://github.com/trycua/cua description: MCP server for CUA platform - url: https://github.com/wise-vision/ros2_mcp description: ROS 2 robotics AI bridge - url: https://github.com/Yutarop/ros-mcp - url: https://github.com/omni-mcp/isaac-sim-mcp - url: https://github.com/abrinsmead/mindpilot-mcp description: Visualize code and architect new systems - name: Task Management repos: - url: https://github.com/cjo4m06/mcp-shrimp-task-manager description: Task manager with chain-of-thought and reflection - url: https://github.com/EchoingVesper/mcp-task-orchestrator - url: https://github.com/zueai/mcp-manager description: Web UI to manage MCP servers in Claude - url: https://github.com/Inflectra/mcp-server-spira - name: Testing & QA repos: - url: https://github.com/hungthai1401/bruno-mcp - url: https://github.com/Hypersequent/qasphere-mcp - url: https://github.com/mrexodia/user-feedback-mcp description: Human-in-the-loop workflow for Cursor - url: https://github.com/QAInsights/jmeter-mcp-server description: JMeter AI workflow integration - url: https://github.com/QAInsights/k6-mcp-server - url: https://github.com/currents-dev/currents-mcp - url: https://github.com/LinuxSuRen/atest-mcp-server - url: https://github.com/QAInsights/locust-mcp-server - url: https://github.com/litmusautomation/litmus-mcp-server - url: https://github.com/reportportal/reportportal-mcp-server - url: https://github.com/SmartBear/smartbear-mcp - url: https://github.com/steadybit/mcp - url: https://github.com/simplypixi/bugbug-mcp-server - url: https://github.com/oguzc/playwright-wizard-mcp - url: https://github.com/gremlin/mcp - url: https://github.com/debugg-ai/debugg-ai-mcp description: AI-managed end-to-end testing - url: https://github.com/refreshdotdev/web-eval-agent description: Autonomous web application evaluation - name: Utilities repos: - url: https://github.com/agent-hanju/char-index-mcp - url: https://github.com/anaisbetts/mcp-installer - url: https://github.com/andybrandt/mcp-simple-timeserver description: Current time check for Claude via MCP - url: https://github.com/bharathvaj-ganesan/whois-mcp - url: https://github.com/BrunoKrugel/echo-mcp - url: https://github.com/davidan90/time-node-mcp - url: https://github.com/davidlin2k/pox-mcp-server - url: https://github.com/githejie/mcp-server-calculator - url: https://github.com/jsdelivr/globalping-mcp-server description: Remote network commands for LLMs - url: https://github.com/kindly-software/kdb - url: https://github.com/pwh-pwh/cal-mcp - url: https://github.com/TheoBrigitte/mcp-time description: Dates and times with natural language and timezones - url: https://github.com/var-gg/mcp - url: https://github.com/zazencodes/random-number-mcp description: MCP server for random number generation - url: https://github.com/ZeparHyfar/mcp-datetime - url: https://github.com/VadimNastoyashchy/json-mcp - url: https://github.com/ivan-saorin/mcp-expr-lang - url: https://github.com/wrenchpilot/it-tools-mcp description: 121+ IT tools for developers and sysadmins - url: https://github.com/taylorleese/mcp-toolz - url: https://github.com/shacharsol/js-package-manager-mcp - url: https://github.com/oborchers/mcp-server-pacman - url: https://github.com/ofek/pycli-mcp - url: https://github.com/hpalma/springinitializr-mcp - url: https://github.com/wildfly-extras/wildfly-mcp - url: https://github.com/jairampatel/currenttimeutc-mcp - url: https://github.com/SecretiveShell/MCP-timeserver description: Datetime info for agentic systems - url: https://github.com/newtype-01/prompthouse-mcp description: Personal prompt library manager - url: https://github.com/FelixFoster/mcp-enhance-prompt description: AI-powered prompt enhancement and generation - url: https://github.com/NON906/omniparser-autogui-mcp - url: https://github.com/Mtehabsim/ScreenPilot description: AI device control like a human - url: https://github.com/TCMPP-Team/tcsas-devtools-mcp-server - url: https://github.com/fastnai/mcp-fastn description: Governed, audited access to customer systems of record - url: https://github.com/Tarusharma1/SystemSage - url: https://github.com/avisangle/calculator-server - url: https://github.com/abhiphile/fermat-mcp description: SymPy, NumPy, and Matplotlib in one math engine - name: Version Control repos: - url: https://github.com/adhikasp/mcp-git-ingest description: GitHub repository content reading - url: https://github.com/ddukbg/github-enterprise-mcp - url: https://github.com/github/github-mcp-server - url: https://github.com/kaiyuanxiaobing/atomgit-mcp-server - url: https://github.com/kopfrechner/gitlab-mr-mcp description: MCP server for GitLab merge requests and issues - url: https://github.com/QuentinCody/github-graphql-mcp-server - url: https://github.com/Tiberriver256/mcp-server-azure-devops - url: https://github.com/kurdin/github-repos-manager-mcp description: GitHub Repos Manager MCP Server for MCP clients - url: https://github.com/puravparab/Gitingest-MCP - url: https://github.com/gitkraken/gk-cli - url: https://github.com/idosal/git-mcp description: Free remote MCP for any GitHub project - url: https://github.com/oschina/mcp-gitee description: MCP server for Gitee repositories - url: https://github.com/Ryan0204/github-repo-mcp description: GitHub repository reading - url: https://github.com/xxczaki/local-history-mcp - url: https://github.com/Mubashwer/git-mob-mcp-server - url: https://github.com/0xshariq/github-mcp-server - name: Embedded & IoT repos: - url: https://github.com/horw/esp-mcp description: ESP32 commands and getting started - url: https://github.com/kukapay/modbus-mcp description: Industrial Modbus data for AI - url: https://github.com/kukapay/opcua-mcp - url: https://github.com/stack-chan/stack-chan - url: https://github.com/yoelbassin/gr-mcp - url: https://github.com/CorefluxCommunity/Coreflux-MQTT-MCP-Server - url: https://github.com/Extelligence-ai/bagel description: Chat with robotics, drone, IoT data - url: https://github.com/tevonsb/homeassistant-mcp - url: https://github.com/thingsboard/thingsboard-mcp description: MCP server for ThingsBoard IoT platform interaction - url: https://github.com/allenporter/mcp-server-home-assistant - url: https://github.com/Tommertom/plugwise-mcp - url: https://github.com/OctoEverywhere/mcp description: 3D printing live status and control - url: https://github.com/srnetadmin/nanoleaf-mcp-server - url: https://github.com/johannesPettersson80/codesys-mcp-toolkit description: CODESYS industrial automation platform - url: https://github.com/pigmej/python-homey-mcp - url: https://github.com/valado/pantheon-mcp - url: https://github.com/yiwenlu66/PiloTY description: AI pilot for PTY operations - control terminals via MCP - url: https://github.com/voska/hass-mcp description: Home Assistant control and queries from LLMs - url: https://github.com/lamaalrajih/kicad-mcp description: KiCad integration for Mac, Windows, Linux - url: https://github.com/hao-cyber/phone-mcp description: Control Android phone via ADB - url: https://github.com/aqara/aqara-mcp-server - url: https://github.com/gNucleus/text-to-cad-mcp - url: https://github.com/thinq-connect/thinqconnect-mcp - url: https://github.com/Yeelight/yeelight-iot-mcp - url: https://github.com/diegobit/aranet4-mcp-server - url: https://github.com/vishalmysore/choturobo description: Arduino robotics with AI integration - url: https://github.com/Hypijump31/bluetooth-mcp-server - url: https://github.com/chrisgleissner/c64bridge description: Commodore 64 Ultimate, Ultimate II, and VICE control - url: https://github.com/coding-sailor/mcp-server-hc3 - url: https://github.com/subspace-lab/heatpump-mcp-server - url: https://github.com/MiddlePoint-Solutions/mcp-on-android-tv description: MCP server on Android TV with ADB - url: https://github.com/jeff-nasseri/mikrotik-mcp - url: https://github.com/LGDiMaggio/predictive-maintenance-mcp description: Predictive maintenance and fault diagnosis - url: https://github.com/SpaceyKasey/TcpSocketMCP - url: https://github.com/nokia/mcp-redfish description: Query DMTF Redfish servers, systems, and network interfaces - url: https://github.com/recursechat/mcp-server-apple-shortcuts description: Apple Shortcuts automation on macOS - url: https://github.com/FradSer/mcp-server-apple-events description: Native integration with Apple Reminders and Calendar - name: File Systems & Storage repos: - url: https://github.com/8b-is/smart-tree description: Context-aware AI-crafted replacement for tree command - url: https://github.com/box/mcp-server-box-remote - url: https://github.com/cyberchitta/llm-context.py description: Python library for LLM context management - url: https://github.com/exoticknight/mcp-file-merger - url: https://github.com/hmk/box-mcp-server - url: https://github.com/isaacphi/mcp-gdrive description: Google Drive file reading - url: https://github.com/willianpinho/large-file-mcp description: Chunk, search, navigate, and stream large files - url: https://github.com/mamertofabian/mcp-everything-search description: Fast file search across Windows, macOS, Linux - url: https://github.com/mark3labs/mcp-filesystem-server description: Go filesystem operations via MCP - url: https://github.com/Xuanwo/mcp-server-opendal - url: https://github.com/hexitex/MCP-Backup-Server - url: https://github.com/efforthye/fast-filesystem-mcp description: High-performance MCP server for file operations - url: https://github.com/Tencent/cos-mcp description: Tencent Cloud COS storage integration - url: https://github.com/rust-mcp-stack/rust-mcp-filesystem description: Fast async filesystem operations - url: https://github.com/ctera/mcp-ctera-edge - url: https://github.com/ctera/mcp-ctera-core - url: https://github.com/kiteworks/mcp - url: https://github.com/NetApp/mcp - url: https://github.com/putdotio/putio-mcp-server - url: https://github.com/vespo92/TrueNasCoreMCP - url: https://github.com/CyberhavenInc/filesystem-mcpignore - url: https://github.com/flesler/mcp-files - url: https://github.com/kochetkov-ma/brewpage-openapi description: Free HTML/Markdown/KV/JSON/file hosting at brewpage.app (no signup) - name: Finance subcategories: - name: Accounting & Budgeting repos: - url: https://github.com/akutishevsky/lunchmoney-mcp description: MCP server for Lunch Money budgeting app - url: https://github.com/iiAtlas/hledger-mcp - url: https://github.com/minhyeoky/mcp-server-ledger description: MCP server for Ledger CLI double-entry accounting - url: https://github.com/openMF/mcp-mifosx - url: https://github.com/openMF/mcp-mifosx-self-service - url: https://github.com/XeroAPI/xero-mcp-server description: Xero accounting API integration - url: https://github.com/steuerboard/steuerboard-mcp-typescript - url: https://github.com/john-zhang-dev/xero-mcp description: Interact with Xero accounting - url: https://github.com/ChuckBryan/ynabmcpserver - url: https://github.com/theluckystrike/mcp-invoice description: Local PDF invoicing with sequential numbering and per-rate VAT - url: https://github.com/theluckystrike/mcp-expense-tracker description: Expenses, receipts and mileage with VAT splitting and rebilling - url: https://github.com/theluckystrike/mcp-cash-book description: Local double-entry cash book and ledger - name: Crypto & Blockchain repos: - url: https://github.com/aaronjmars/web3-research-mcp - url: https://github.com/AbdelStark/bitcoin-mcp - url: https://github.com/ahnlabio/bicscan-mcp - url: https://github.com/alchemyplatform/alchemy-mcp-server description: Alchemy blockchain API for AI agents - url: https://github.com/anjor/coinmarket-mcp-server description: MCP server for CoinMarketCap cryptocurrency data - url: https://github.com/araa47/jupiter-mcp - url: https://github.com/armorwallet/armor-crypto-mcp description: Blockchain swaps and strategic planning - url: https://github.com/Bankless/onchain-mcp - url: https://github.com/base/base-mcp description: MCP server for Base blockchain integration - url: https://github.com/BitteProtocol/mcp - url: https://github.com/carsol/monarch-mcp-server - url: https://github.com/chargebee/agentkit - url: https://github.com/Codex-Data/codex-mcp - url: https://github.com/coinpaprika/dexpaprika-mcp description: MCP server for DEX trading data and crypto token analytics - url: https://github.com/CryptoRadi/schemaflow-mcp-server - url: https://github.com/finmap-org/mcp-server - url: https://github.com/getAlby/mcp description: Bitcoin Lightning wallet via Nostr - url: https://github.com/getalby/nwc-mcp-server - url: https://github.com/heurist-network/heurist-mesh-mcp-server description: Blockchain and web3 via Heurist Mesh - url: https://github.com/hive-intel/hive-sdk description: Crypto intel for markets, DeFi, wallets, NFTs, and Solana - url: https://github.com/JamesANZ/bitcoin-mcp - url: https://github.com/JamesANZ/evm-mcp - url: https://github.com/janswist/mcp-dexscreener description: Dexscreener on-chain price checking - url: https://github.com/kukapay/bitcoin-utxo-mcp - url: https://github.com/kukapay/blockbeats-mcp - url: https://github.com/kukapay/blocknative-mcp - url: https://github.com/kukapay/bridge-metrics-mcp - url: https://github.com/kukapay/bridge-rates-mcp - url: https://github.com/kukapay/chainlink-feeds-mcp - url: https://github.com/kukapay/chainlist-mcp - url: https://github.com/kukapay/cointelegraph-mcp - url: https://github.com/kukapay/crypto-feargreed-mcp description: Crypto Fear & Greed Index data - url: https://github.com/kukapay/crypto-funds-mcp - url: https://github.com/kukapay/crypto-indicators-mcp description: Cryptocurrency technical analysis indicators - url: https://github.com/kukapay/crypto-liquidations-mcp - url: https://github.com/kukapay/crypto-news-mcp - url: https://github.com/kukapay/crypto-orderbook-mcp description: Order-book depth and imbalance on major crypto exchanges - url: https://github.com/kukapay/crypto-pegmon-mcp - url: https://github.com/kukapay/crypto-portfolio-mcp - url: https://github.com/kukapay/crypto-projects-mcp - url: https://github.com/kukapay/crypto-rss-mcp description: Real-time cryptocurrency news from multiple RSS feeds - url: https://github.com/kukapay/crypto-sentiment-mcp description: Cryptocurrency sentiment analysis - url: https://github.com/kukapay/crypto-trending-mcp - url: https://github.com/kukapay/crypto-whitepapers-mcp - url: https://github.com/kukapay/cryptopanic-mcp-server - url: https://github.com/kukapay/dao-proposals-mcp - url: https://github.com/kukapay/defi-yields-mcp description: DeFi yield opportunities powered by DefiLlama - url: https://github.com/kukapay/dex-pools-mcp - url: https://github.com/kukapay/dune-analytics-mcp - url: https://github.com/kukapay/ethereum-validator-queue-mcp - url: https://github.com/kukapay/funding-rates-mcp - url: https://github.com/kukapay/hyperliquid-info-mcp description: MCP server for Hyperliquid DEX data - url: https://github.com/kukapay/hyperliquid-whalealert-mcp - url: https://github.com/kukapay/jupiter-mcp description: Jupiter DEX token swaps on Solana - url: https://github.com/kukapay/pancakeswap-poolspy-mcp - url: https://github.com/kukapay/polymarket-predictions-mcp - url: https://github.com/kukapay/pumpswap-mcp - url: https://github.com/kukapay/raydium-launchlab-mcp - url: https://github.com/kukapay/rug-check-mcp - url: https://github.com/kukapay/stargate-bridge-mcp - url: https://github.com/kukapay/sui-trader-mcp - url: https://github.com/kukapay/thegraph-mcp - url: https://github.com/kukapay/token-minter-mcp description: ERC-20 token minting for AI agents - url: https://github.com/kukapay/token-revoke-mcp - url: https://github.com/kukapay/uniswap-poolspy-mcp - url: https://github.com/kukapay/uniswap-price-mcp - url: https://github.com/kukapay/uniswap-trader-mcp description: Uniswap token swaps for AI agents - url: https://github.com/kukapay/wallet-inspector-mcp - url: https://github.com/kukapay/web3-jobs-mcp - url: https://github.com/kukapay/whale-tracker-mcp - url: https://github.com/mcpdotdirect/evm-mcp-server description: EVM network interaction for LLMs - url: https://github.com/mcpdotdirect/starknet-mcp-server - url: https://github.com/norman-finance/norman-mcp-server description: AI-powered bookkeeping and tax automation via MCP - url: https://github.com/pwh-pwh/coin-mcp-server description: Cryptocurrency info via Bitget API - url: https://github.com/QuantGeekDev/coincap-mcp - url: https://github.com/Regenerating-World/pix-mcp - url: https://github.com/RomThpt/mcp-xrpl - url: https://github.com/tatumio/blockchain-mcp - url: https://github.com/ThomasMarches/substrate-mcp-rs - url: https://github.com/token-metrics/mcp description: MCP server for cryptocurrency data, analytics and trading signals - url: https://github.com/tumf/web3-mcp - url: https://github.com/twelvedata/mcp description: MCP server for real-time financial market data access - url: https://github.com/wowinter13/solscan-mcp description: Solana transaction queries - url: https://github.com/wuye-ai/mcp-server-wuye-ai - url: https://github.com/Zolo-Ryan/MarketAuxMcpServer - url: https://github.com/thirdweb-dev/ai description: Blockchain data, wallet, and smart contracts - url: https://github.com/tipdotmd/tip-md-x402-mcp-server - url: https://github.com/GoPlausible/algorand-mcp - url: https://github.com/bitnovo/mcp-bitnovo-pay - url: https://github.com/ChainAware/behavioral-prediction-mcp - url: https://github.com/CoinStatsHQ/coinstats-mcp description: Crypto prices, portfolios, and wallets via CoinStats - url: https://github.com/noditlabs/nodit-mcp-server description: Blockchain data via Nodit Web3 API - url: https://github.com/verbwire/verbwire-mcp-server - url: https://github.com/magnetai/mcp-free-usdc-transfer description: Free USDC transfer via Coinbase CDP - url: https://github.com/bnb-chain/bnbchain-mcp description: BNB Chain, BSC, opBNB, Greenfield - url: https://github.com/longmans/coin_api_mcp description: CoinMarketCap cryptocurrency data - url: https://github.com/shinzo-labs/coinmarketcap-mcp - url: https://github.com/qingfeng/defi-rates-mcp - url: https://github.com/kukapay/kukapay-mcp-servers description: Suite of MCP servers from Kukapay - url: https://github.com/lunarcrush/mcp-server - url: https://github.com/maestro-org/maestro-mcp-server - url: https://github.com/padmarajkore/hlf-fabric-agent - url: https://github.com/syronlabs/stellar-mcp - url: https://github.com/devonmojito/ton-blockchain-mcp description: TON blockchain interaction - url: https://github.com/marctheshark3/ergo-mcp - name: Payments & Banking repos: - url: https://github.com/paypal/agent-toolkit - url: https://github.com/QuentinCody/braintree-mcp-server - url: https://github.com/ramp-public/ramp_mcp - url: https://github.com/square/square-mcp-server - url: https://github.com/stripe/ai - url: https://github.com/Fewsats/fewsats-mcp - url: https://github.com/pyrimid-ai/pyrimid description: MCP server and x402 catalog for paid AI/API products, paid MCP tools, and agent-to-agent commerce on Base USDC. - url: https://github.com/Adfin-Engineering/mcp-server-adfin - url: https://github.com/razorpay/razorpay-mcp-server - url: https://github.com/cashfree/cashfree-mcp - url: https://github.com/PaddleHQ/paddle-mcp-server description: Interact with Paddle API - url: https://github.com/pagos-ai/pagos-mcp - url: https://github.com/qonto/qonto-mcp-server - url: https://github.com/clafollett/fdic-bank-find-mcp-server - url: https://github.com/BfdCampos/monzo-mcp-bfdcampos - url: https://github.com/domdomegg/starling-bank-mcp - url: https://github.com/alipay/global-alipayplus-mcp - url: https://github.com/alipay/global-antom-mcp - url: https://github.com/atharvagupta2003/mcp-stripe description: Stripe payments, customers, and refunds - url: https://github.com/madupay/mcp-sanctions - url: https://github.com/paracetamol951/caisse-enregistreuse-mcp-server - url: https://github.com/theluckystrike/mcp-bank-statement description: Import a bank CSV, categorise it and reconcile against expenses - name: Stock Data & Analytics repos: - url: https://github.com/anirbanbasu/frankfurtermcp - url: https://github.com/berlinbra/alpha-vantage-mcp - url: https://github.com/connerlambden/helium-mcp description: Real-time news with bias scoring, balanced synthesis, live market data, options pricing, and meme search. - url: https://github.com/HuggingAGI/mcp-baostock-server description: MCP server for BaoStock Chinese stock market data - url: https://github.com/JamesANZ/prediction-market-mcp description: Polymarket, PredictIt, Kalshi data - url: https://github.com/jjlabsio/korea-stock-mcp description: MCP Server for Korean stock analysis - url: https://github.com/kukapay/crypto-stocks-mcp - url: https://github.com/kukapay/etf-flow-mcp - url: https://github.com/narumiruna/yfinance-mcp description: MCP server for Yahoo Finance stock data and news - url: https://github.com/OctagonAI/octagon-mcp-server description: Public filings, earnings, financial analysis - url: https://github.com/massive-com/mcp_massive - url: https://github.com/shareseer/shareseer-mcp-server - url: https://github.com/zlinzzzz/finData-mcp-server description: Financial data from Tushare, Wind, DataYes - url: https://github.com/financial-datasets/mcp-server description: Financial Datasets stock market API - url: https://github.com/stefanoamorelli/sec-edgar-mcp - url: https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server - url: https://github.com/lambda-capture/mcp-server - url: https://github.com/OctagonAI/octagon-vc-agents description: AI-driven venture capitalist agents - url: https://github.com/Mrbaeksang/korea-stock-analyzer-mcp description: Korean stocks from DART filings and KRX quotes - url: https://github.com/mtcnbzks/market-fiyati-mcp-server - url: https://github.com/AgentX-ai/yahoo-finance-server description: Yahoo Finance stock data and news - url: https://github.com/Adity-star/mcp-yfinance-server description: Real-time stock data with yfinance - url: https://github.com/Morningstar/morningstar-mcp-server - url: https://github.com/vipbat/fmp-mcp-server - url: https://github.com/axionquant/mcp-server description: Quantitative finance and stock market analysis MCP server - name: Trading & Exchanges repos: - url: https://github.com/ariadng/metatrader-mcp-server description: MetaTrader trading platform for AI LLMs - url: https://github.com/doggybee/mcp-server-ccxt description: Cryptocurrency exchange integration via CCXT - url: https://github.com/ferdousbhai/investor-agent description: Investor agent building via MCP - url: https://github.com/ferdousbhai/tasty-agent - url: https://github.com/ferdousbhai/wsb-analyst-mcp - url: https://github.com/kukapay/binance-alpha-mcp - url: https://github.com/kukapay/freqtrade-mcp description: Freqtrade crypto trading bot - url: https://github.com/laukikk/alpaca-mcp description: Alpaca stock and crypto trading - url: https://github.com/QuantConnect/mcp-server description: QuantConnect algo trading interaction - url: https://github.com/trade-it-inc/trade-it-mcp description: Trade It stocks and crypto trading - url: https://github.com/alpacahq/alpaca-mcp-server description: Trade stocks, ETFs, crypto, options - url: https://github.com/coinexcom/coinex_mcp_server - url: https://github.com/paperinvest/mcp-server description: Paper trading platform integration - url: https://github.com/ozgureyilmaz/polymarket-mcp description: Polymarket prediction markets data - url: https://github.com/ethancod1ng/binance-mcp-server description: Binance exchange API integration - url: https://github.com/ethancod1ng/bybit-mcp-server - url: https://github.com/mektigboy/server-hyperliquid description: Hyperliquid DEX trading integration - url: https://github.com/sv/mcp-paradex-py - url: https://github.com/taylorwilsdon/quantconnect-mcp description: QuantConnect trading orchestration - url: https://github.com/solangii/upbit-mcp-server - url: https://github.com/memetus/okx-mcp-playground - url: https://github.com/longbridge/longbridge-mcp description: Official Longbridge brokerage MCP — 133 tools for US/HK real-time quotes, options, trading, fundamentals, IPO, alerts, DCA & portfolio. OAuth 2.1. - name: Frameworks & SDKs repos: - url: https://github.com/ECF/MCPToolGroups - url: https://github.com/GongRzhe/MCP-Server-Creator description: Create MCP servers programmatically - url: https://github.com/SerhatUzbas/mcp-server-generator - url: https://github.com/quarkiverse/quarkus-mcp-servers - url: https://github.com/mcpdotdirect/template-mcp-server - url: https://github.com/domdomegg/time-mcp-nuget - url: https://github.com/domdomegg/time-mcp-pypi - url: https://github.com/foobara/mcp-connector - url: https://github.com/strowk/foxy-contexts description: Library for MCP context servers - url: https://github.com/mojolicious/mojo-mcp - url: https://github.com/posit-dev/mcptools - url: https://github.com/abap-ai/mcp - url: https://github.com/vishalmysore/a2ajava description: Google A2A protocol for Spring Boot - url: https://github.com/mcpx-dev/mcp-badges - url: https://github.com/domdomegg/programmatic-mcp-prototype description: Programmatic MCP tool composition - url: https://github.com/boost-community/boost-mcp description: Supply chain security for AI dependencies - url: https://github.com/particlefuture/1mcpserver description: Auto-discover and configure MCP servers - url: https://github.com/tesla0225/mcp-create description: Dynamic MCP server creation and management - url: https://github.com/antoinedelorme/kweenkl-mcp - url: https://github.com/pureugong/mmk-mcp - url: https://github.com/aekanun2020/mcp-server - url: https://github.com/paulotaylor/voyp-mcp - url: https://github.com/mastra-ai/mastra description: TypeScript AI agent framework with RAG - url: https://github.com/lastmile-ai/mcp-agent description: Build agents with MCP and workflow patterns - url: https://github.com/agentrpc/agentrpc description: Universal RPC layer for AI agents - url: https://github.com/i-am-bee/acp-mcp - name: Gaming repos: - url: https://github.com/CoderGamester/mcp-unity description: MCP server for Unity game engine integration - url: https://github.com/Coding-Solo/godot-mcp description: MCP server for Godot game engine - url: https://github.com/ddsky/gamebrain-api-clients - url: https://github.com/hkaanengin/opendota-mcp-server - url: https://github.com/IvanMurzak/Unity-MCP description: AI-powered bridge connecting LLMs to Unity Editor - url: https://github.com/IvanMurzak/Godot-MCP description: Godot 4.x editor and runtime for AI agents - url: https://github.com/IvanMurzak/Unreal-MCP description: Unreal Engine 5.7 editor and runtime for AI agents - url: https://github.com/IvanMurzak/GameDev-MCP-Server description: Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unreal-MCP - url: https://github.com/jiayao/mcp-chess - url: https://github.com/kkjdaniel/bgg-mcp description: MCP server for BoardGameGeek data - url: https://github.com/opgginc/opgg-mcp description: MCP server for OP.GG game data (LoL, TFT, Valorant) - url: https://github.com/pab1it0/chess-mcp description: MCP server for Chess.com player data, games and statistics - url: https://github.com/sonirico/mcp-stockfish - url: https://github.com/stjepko-xyz/mcp-server-runescape - url: https://github.com/tomholford/mcp-tic-tac-toe - url: https://github.com/codemaestroai/advanced-unity-mcp description: Advanced Unity game engine integration - url: https://github.com/skullzarmy/vibealive - url: https://github.com/Wolfe-Jam/claude-faf-mcp - url: https://github.com/Roblox/studio-rust-mcp-server - url: https://github.com/playcanvas/editor-mcp-server - url: https://github.com/jalpp/chessagine-mcp description: Advanced chess analysis capabilities - url: https://github.com/wilson-urdaneta/chesspal-mcp-engine - url: https://github.com/jifrozen0110/mcp-riot - url: https://github.com/quazaai/UnityMCPIntegration - url: https://github.com/cr2007/mcp-wordle-python - url: https://github.com/asusevski/opendota-mcp-server - url: https://github.com/GeLi2001/tft-mcp-server - url: https://github.com/sawa-zen/vrchat-mcp description: VRChat API interaction - name: Healthcare & Bioinformatics repos: - url: https://github.com/costkits/costkits-mcp description: Healthcare cost estimates, provider pricing, and bill analysis via the CostKits API - url: https://github.com/genomoncology/biomcp - url: https://github.com/hlydecker/ucsc-genome-mcp - url: https://github.com/longevity-genie/biothings-mcp - url: https://github.com/longevity-genie/gget-mcp description: Bioinformatic gget functions - url: https://github.com/longevity-genie/opengenes-mcp - url: https://github.com/longevity-genie/synergy-age-mcp - url: https://github.com/the-momentum/fhir-mcp-server - url: https://github.com/wso2/fhir-mcp-server description: FHIR healthcare API integration - url: https://github.com/JamesANZ/medical-mcp description: MCP server for medical data processing - url: https://github.com/the-momentum/apple-health-mcp-server description: Apple Health data queries with DuckDB - url: https://github.com/OHNLP/omop_mcp description: MCP server for OMOP medical data standard - url: https://github.com/matthewdcage/pbs-mcp-server - url: https://github.com/fulcradynamics/fulcra-context-mcp - url: https://github.com/tomekkorbak/oura-mcp-server - url: https://github.com/ChristianHinge/dicom-mcp description: DICOM server (PACS) interaction - url: https://github.com/srijanshukla18/xray description: MCP server for X-ray analysis - url: https://github.com/akutishevsky/withings-mcp - url: https://github.com/QuentinCody/dgidb-mcp-server - url: https://github.com/QuentinCody/entrez-mcp-server - url: https://github.com/NitayRabi/fitbit-mcp - url: https://github.com/QuentinCody/nci-gdc-mcp-server - url: https://github.com/QuentinCody/open-targets-mcp-server - url: https://github.com/QuentinCody/open-neuro-mcp-server - url: https://github.com/QuentinCody/pharos-mcp-server - url: https://github.com/sssjiang/pubchem_mcp_server - url: https://github.com/QuentinCody/rcsb-pdb-mcp-server - url: https://github.com/QuentinCody/uniprot-mcp-server - url: https://github.com/QuentinCody/zincbind-mcp-server - url: https://github.com/cafferychen777/ChatSpatial description: Spatial transcriptomics via natural language (Python/R) - name: LLM Bridges repos: - url: https://github.com/perplexityai/modelcontextprotocol description: Official Perplexity API MCP server - url: https://github.com/jamubc/gemini-mcp-tool description: MCP server for Gemini CLI with large file analysis - url: https://github.com/DMontgomery40/deepseek-mcp-server description: MCP server for DeepSeek language models - url: https://github.com/66julienmartin/MCP-server-Deepseek_R1 description: Connect Claude Desktop with DeepSeek - url: https://github.com/ruixingshi/deepseek-thinker-mcp description: DeepSeek reasoning for MCP-enabled clients - url: https://github.com/choplin/mcp-gemini-cli description: MCP server for Gemini CLI integration - url: https://github.com/eLyiN/gemini-bridge description: Bridge AI agents to Google Gemini via CLI - url: https://github.com/66julienmartin/MCP-server-Qwen_Max - url: https://github.com/mzxrai/mcp-openai - url: https://github.com/pierrebrunelle/mcp-server-openai description: Query OpenAI models from Claude via MCP - url: https://github.com/andybrandt/mcp-simple-openai-assistant description: Use OpenAI GPTs assistants from Claude - url: https://github.com/pyroprompts/any-chat-completions-mcp - url: https://github.com/nesquikm/mcp-rubber-duck description: MCP bridge to query multiple OpenAI-compatible LLMs - url: https://github.com/amidabuddha/unichat-mcp-server description: Unified chat across multiple LLM providers - url: https://github.com/deepfates/mcp-replicate - url: https://github.com/HyperbolicLabs/hyperbolic-mcp - url: https://github.com/JamesANZ/cross-llm-mcp description: ChatGPT, Claude, Gemini, Mistral, Kimi, and DeepSeek APIs - url: https://github.com/Poll-The-People/customgpt-mcp - url: https://github.com/billster45/mcp-chatgpt-responses description: MCP server for OpenAI ChatGPT API with Responses API - url: https://github.com/phimage/mcp-foundation-models - url: https://github.com/merterbak/Grok-MCP description: MCP server for xAI Grok API with tool calling and vision - name: Location & Maps subcategories: - name: GIS repos: - url: https://github.com/mahdin75/geoserver-mcp description: GeoServer geospatial integration - url: https://github.com/mahdin75/gis-mcp description: MCP server connecting LLMs to GIS capabilities - url: https://github.com/jjsantos01/qgis_mcp description: QGIS Desktop control for language models - url: https://github.com/webcoderz/MCP-Geo - url: https://github.com/matbel91765/gis-mcp-server - url: https://github.com/Wayfinder-Foundry/gdal-mcp description: Geospatial analysis with epistemic reasoning - url: https://github.com/MeasureSpace/measure-space-mcp-server - url: https://github.com/Wayfinder-Foundry/stac-mcp - name: IP Geolocation repos: - url: https://github.com/briandconnelly/mcp-server-ipinfo - url: https://github.com/ip2location/mcp-ip2location-io - url: https://github.com/ipfind/ipfind-mcp-server - url: https://github.com/ipfred/aiwen-mcp-server-geoip - url: https://github.com/iplocate/mcp-server-iplocate description: IP geolocation, proxy detection via IPLocate.io API - url: https://github.com/jackyang25/geolocation-mcp-server - name: Maps & Navigation repos: - url: https://github.com/jagan-shanmugam/open-streetmap-mcp description: MCP server for OpenStreetMap data - url: https://github.com/kukapay/nearby-search-mcp description: Nearby place search with IP-based location - url: https://github.com/stadiamaps/stadiamaps-mcp-server-ts description: Stadia Maps API integration in TypeScript - url: https://github.com/mapbox/mcp-server - url: https://github.com/baidu-maps/mcp - url: https://github.com/PinMeTo/pinmeto-location-mcp - url: https://github.com/tomtom-international/tomtom-mcp description: TomTom location, search, routing - url: https://github.com/uberall/uberall-mcp-server - url: https://github.com/foursquare/foursquare-places-mcp - url: https://github.com/Mastan1301/google_maps_mcp - url: https://github.com/cqtrinv/trinvmcp - name: Weather repos: - url: https://github.com/sjanaX01/weather-mcp-server - url: https://github.com/isdaniel/mcp_weather_server description: Weather info via Open-Meteo API - url: https://github.com/TimLukaHorstmann/mcp-weather description: AccuWeather hourly and daily forecasts - url: https://github.com/mschneider82/mcp-openweather - url: https://github.com/shuowang-ai/Weather-MCP - url: https://github.com/louiscklaw/mcp-hko - name: MCP Clients repos: - url: https://github.com/mario-andreschak/FLUJO description: Local visual agent builder with MCP and multi-model chat - url: https://github.com/ASCIT31/Dark-Moon description: Autonomous pentest host for 80+ security tools - url: https://github.com/rakesh-eltropy/mcp-client description: REST API and CLI client for MCP with LangChain - url: https://github.com/SecretiveShell/MCP-Bridge description: OpenAI-compatible endpoint calling MCP tools - url: https://github.com/3choff/mcp-chatbot description: CLI chatbot with MCP integration demo - url: https://github.com/firebase/genkit description: AI app framework for JavaScript and Go - url: https://github.com/Upsonic/Upsonic - url: https://github.com/EvalsOne/mcp-connect description: Cloud AI access to local Stdio MCP servers - url: https://github.com/ravitemer/mcphub.nvim description: MCP client for Neovim with intuitive server management - url: https://github.com/evilsocket/nerve - url: https://github.com/ckanthony/gin-mcp - url: https://github.com/johannesbrandenburger/typst-mcp description: MCP server for Typst markup-based typesetting system - url: https://github.com/tanaikech/ToolsForMCPServer description: MCP server built with Google Apps Script for Gemini CLI - url: https://github.com/xzq-xu/jvm-mcp-server description: JVM-based MCP server implementation - url: https://github.com/zacharypodbela/django-rest-framework-mcp description: MCP server for Django REST Framework - url: https://github.com/AI-QL/chat-mcp description: Desktop chat app with MCP support - url: https://github.com/Lucassssss/eechat description: Local AI chat application - url: https://github.com/off-grid-ai/off-grid-ai-desktop description: On-device MCP client for Mac with a local LLM - url: https://github.com/php-mcp/client - url: https://github.com/aeonfun/aeon description: GitHub Actions agents with OAuth to remote MCP servers - name: Marketing & Analytics repos: - url: https://github.com/AdsMCP/tiktok-ads-mcp-server description: TikTok Ads Marketing API integration via MCP - url: https://github.com/louis030195/apollo-io-mcp - url: https://github.com/gomarble-ai/facebook-ads-mcp-server description: Facebook and Instagram Ads management - url: https://github.com/gomarble-ai/google-ads-mcp-server description: Google Ads performance data analysis - url: https://github.com/MarketplaceAdPros/amazon-ads-mcp-server - url: https://github.com/open-strategy-partners/osp_marketing_tools description: MCP server for marketing automation tools - url: https://github.com/Parsegl/parse-mcp description: Look up how any brand surfaces in ChatGPT and Google AI Overviews - url: https://github.com/pipeboard-co/meta-ads-mcp description: Hosted Facebook and Instagram Ads for AI agents - url: https://github.com/stape-io/stape-mcp-server description: Stape API for Claude, Cursor, and other AI clients - url: https://github.com/stape-io/google-tag-manager-mcp-server - url: https://github.com/tomba-io/tomba-mcp-server - url: https://github.com/mackenly/mcp-fathom-analytics - url: https://github.com/AudienseCo/mcp-audiense-insights - url: https://github.com/windsor-ai/windsor_mcp - url: https://github.com/QuentinCody/shopify-storefront-mcp-server - url: https://github.com/kontent-ai/mcp-server - url: https://github.com/plainsignal/plainsignal-mcp - url: https://github.com/Kiran1689/storyblok-mcp-server description: MCP server for Storyblok CMS management - url: https://github.com/louis030195/gptzero-mcp - url: https://github.com/posthog/mcp - url: https://github.com/talknerdytome-labs/facebook-ads-library-mcp description: Facebook Ads Library search and access - url: https://github.com/surendranb/google-analytics-mcp description: Google Analytics 4 data access - url: https://github.com/cnych/seo-mcp description: SEO tool based on Ahrefs data - url: https://github.com/builtwith/mcp - url: https://github.com/commercelayer/mcp-server-metrics - url: https://github.com/hunter-io/hunter-mcp - url: https://github.com/azerion/improvedigital-publisher-mcp-server - url: https://github.com/iOSDevSK/mcp-for-woocommerce - url: https://github.com/microsoft/clarity-mcp-server description: Microsoft Clarity integration - url: https://github.com/PostIdentity/mcp-server - url: https://github.com/semilattice-research/mcp - url: https://github.com/rafaelstz/adobe-commerce-dev-mcp - url: https://github.com/AgentX-ai/apollo-io-mcp-server - url: https://github.com/mkotsollaris/kwrds-ai-mcp - url: https://github.com/AgentX-ai/mailchimp-mcp - url: https://github.com/metricool/mcp-metricool description: Metricool API integration - url: https://github.com/jonathan-politzki/smartlead-mcp-server description: Smartlead MCP deployment - url: https://github.com/gvaibhav/TAM-MCP-Server description: Market sizing and TAM/SAM analysis - url: https://github.com/amekala/ads-mcp description: Google, Meta, LinkedIn, and TikTok campaign management - url: https://github.com/nowork-studio/toprank description: Google Ads diagnosis, recommendations, and edits - url: https://github.com/nowork-studio/NotFair description: SEO, GEO, ads, Search Console, and Analytics skills - url: https://github.com/GlobalMatchHub/searchlink-lite description: Google Search Console reports in Claude, Cursor, and other MCP clients - url: https://github.com/robot-speed/mcp description: Hosted SEO audits, Core Web Vitals, keywords, AI visibility and content publishing - url: https://github.com/lognorm/lognorm-mcp description: Hosted SEO/GEO growth backlog for Claude Code, Codex and Cursor - name: Media Processing subcategories: - name: 3D & Animation repos: - url: https://github.com/abhiemj/manim-mcp-server description: Manim animation code execution - url: https://github.com/ahujasid/blender-mcp description: Blender 3D modeling with Claude AI - url: https://github.com/diivi/aseprite-mcp - url: https://github.com/PatrickPalmer/MayaMCP description: Autodesk Maya 3D integration - url: https://github.com/samuelgursky/davinci-resolve-mcp - url: https://github.com/AIDC-AI/Pixelle-MCP description: Multimodal AIGC with ComfyUI + MCP - url: https://github.com/8beeeaaat/touchdesigner-mcp - url: https://github.com/DeemosTech/rodin-api-mcp - url: https://github.com/pranav-deshmukh/blender-mcp description: Blender 3D modeling integration - url: https://github.com/junmer/mcp-server-lottiefiles description: Search and retrieve Lottie animations from LottieFiles - url: https://github.com/wilsonchenghy/ShaderToy-MCP description: Create and explore GLSL shaders on ShaderToy - name: Audio & Music repos: - url: https://github.com/Tommertom/sonos-ts-mcp - url: https://github.com/elevenlabs/elevenlabs-mcp - url: https://github.com/SkyworkAI/Mureka-mcp description: AI lyrics, song, and music generation - url: https://github.com/vsaez/mcp-spotify-player - url: https://github.com/TwelveTake-Studios/reaper-mcp description: REAPER DAW mixing, mastering, MIDI, and production - url: https://github.com/tiianhk/MaxMSP-MCP-Server - url: https://github.com/varunneal/spotify-mcp - url: https://github.com/marcelmarais/spotify-mcp-server - url: https://github.com/imprvhub/mcp-claude-spotify description: Spotify interaction for Claude Desktop - url: https://github.com/Simon-Kansara/ableton-live-mcp-server description: Ableton Live OSC control - url: https://github.com/glassBead-tc/audius-mcp-atris - url: https://github.com/adamjmurray/producer-pal - url: https://github.com/dschuler36/reaper-mcp-server - name: Image Generation repos: - url: https://github.com/hamflx/imagen3-mcp description: MCP server for Google Imagen 3 image generation - url: https://github.com/awkoy/replicate-flux-mcp description: MCP server for Replicate Flux image and SVG generation - url: https://github.com/apinetwork/piapi-mcp-server description: 'PiAPI media: Midjourney, Flux, Kling' - url: https://github.com/zxkane/mcp-server-amazon-bedrock description: Amazon Bedrock Nova Canvas image generation - url: https://github.com/GenWaveLLC/svgmaker-mcp description: MCP server for SVG generation - url: https://github.com/InhiblabCore/mcp-image-compression description: High-performance image compression service - url: https://github.com/rishimohan/orshot-mcp-server - url: https://github.com/recraft-ai/mcp-recraft-server description: Recraft API integration - url: https://github.com/spgoodman/createveai-nexus-server - url: https://github.com/Flyworks-AI/flyworks-mcp - url: https://github.com/GongRzhe/Image-Generation-MCP-Server description: Image generation with Replicate Flux - url: https://github.com/shinpr/mcp-image description: AI image generation with Gemini 3 - url: https://github.com/felores/placid-mcp-server - url: https://github.com/jacwu/mcp-server-aoai-dalle3 - url: https://github.com/WaveSpeedAI/mcp-server description: Image and video generation with WaveSpeed AI - url: https://github.com/SureScaleAI/openai-gpt-image-mcp description: OpenAI GPT-4o image generation and editing - url: https://github.com/MohamedAbdallah-14/prompt-to-asset description: Images from 30+ models through one API - url: https://github.com/runcomfy-com/runcomfy-mcp description: Official RunComfy server for ComfyUI GPU deployments and image/video generation - name: Image Processing repos: - url: https://github.com/stass/exif-mcp - url: https://github.com/sunriseapps/imagesorcery-mcp description: Image processing operations - url: https://github.com/flowy11/imagician - url: https://github.com/upnorthmedia/ScreenshotMCP description: Website screenshot capture and optimization - url: https://github.com/nota/gyazo-mcp-server - url: https://github.com/MoussaabBadla/code-screenshot-mcp description: Generate code screenshots - url: https://github.com/GongRzhe/opencv-mcp-server description: OpenCV image and video processing - url: https://github.com/trycon/scanova-mcp - url: https://github.com/screenshotone/mcp - url: https://github.com/groundlight/mcp-vision - url: https://github.com/IDEA-Research/DINO-X-MCP description: MCP server for DINO-X vision model - url: https://github.com/landing-ai/vision-agent-mcp - url: https://github.com/steipete/Peekaboo description: macOS screenshot and window capture MCP server - url: https://github.com/magarcia/mcp-server-giphy description: Giphy GIF integration - url: https://github.com/nanana-app/mcp-server-nano-banana - name: Media Services repos: - url: https://github.com/felores/cloudinary-mcp-server - url: https://github.com/nkapila6/mcp-meme-sticky - url: https://github.com/lidorshimoni/meme-mcp - url: https://github.com/garylab/pexels-mcp-server - url: https://github.com/shaktech786/restream-mcp-server - url: https://github.com/cloudinary/mcp-servers - name: Video repos: - url: https://github.com/bogdanminko/zapcap-mcp-server - url: https://github.com/marcindulak/stt-mcp-server-linux description: Local speech-to-text for Tmux on Linux - url: https://github.com/anaisbetts/mcp-youtube - url: https://github.com/tan-yong-sheng/ai-vision-mcp description: Image and video analysis capabilities - url: https://github.com/burningion/video-editing-mcp - url: https://github.com/raveenb/fal-mcp-server description: Fal.ai image, video, music generation - url: https://github.com/muxinc/mux-node-sdk description: Mux Video and Data API wrapper - url: https://github.com/video-db/agent-toolkit description: MCP toolkit for video database operations - url: https://github.com/ZubeidHendricks/youtube-mcp-server description: YouTube API and video management - url: https://github.com/shaktech786/arr-suite-mcp-server - url: https://github.com/omergocmen/json2video-mcp-server description: json2video API integration - url: https://github.com/sinjab/mcp_youtube_extract description: YouTube clip information extraction - url: https://github.com/Laksh-star/mcp-server-tmdb - url: https://github.com/13rac1/videocapture-mcp description: MCP server to capture images from webcam or video source - url: https://github.com/AgentX-ai/youtube-dlp-server - url: https://github.com/aardeshir/youtube-mcp - url: https://github.com/nabid-pf/youtube-video-summarizer-mcp description: YouTube video captions and summarization - url: https://github.com/kimtaeyoon83/mcp-server-youtube-transcript description: YouTube video transcript downloader - url: https://github.com/tubeagentkit/youtube-mcp description: Remote YouTube transcript, video/channel search, and playlist extraction, free tier - url: https://github.com/eat-pray-ai/yutu - url: https://github.com/TSavo/creatify-mcp description: MCP server for AI video generation - url: https://github.com/kaltura/mcp-events - url: https://github.com/plainly-videos/mcp-server - url: https://github.com/ZeroPointRepo/youtube-mcp description: "YouTube transcripts and video discovery for AI agents: fetch any video transcript (Markdown or JSON), search YouTube, and browse channel and playlist uploads (hosted MCP; API key or OAuth 2.1; free tier)" - name: Monitoring & Observability repos: - url: https://github.com/edgedelta/edgedelta-mcp-server - url: https://github.com/grafana/mcp-grafana - url: https://github.com/inventer-dev/mcp-internet-speed-test - url: https://github.com/last9/last9-mcp-server - url: https://github.com/metoro-io/metoro-mcp-server - url: https://github.com/MindscapeHQ/mcp-server-raygun description: Raygun error investigation for AI - url: https://github.com/getsentry/sentry-mcp - url: https://github.com/mpeirone/zabbix-mcp-server description: MCP server for Zabbix monitoring with 40+ tools - url: https://github.com/pydantic/logfire-mcp - url: https://github.com/seekrays/mcp-monitor description: MCP server monitoring tool - url: https://github.com/tumf/grafana-loki-mcp - url: https://github.com/VictoriaMetrics-Community/mcp-victoriametrics description: VictoriaMetrics monitoring integration - url: https://github.com/imprvhub/mcp-status-observer - url: https://github.com/inspektor-gadget/ig-mcp-server description: Container and Kubernetes debugging with AI - url: https://github.com/yshngg/prometheus-mcp-server - url: https://github.com/firesh/sslmon-mcp - url: https://github.com/DrDroidLab/signoz-mcp-server - url: https://github.com/axiomhq/mcp-server-axiom - url: https://github.com/dash0hq/mcp-dash0 - url: https://github.com/digma-ai/digma-mcp-server - url: https://github.com/gologinapp/gologin-mcp description: Manage GoLogin browser profiles, proxies, and fingerprints - url: https://github.com/ahnopologetic/canvas-lms-mcp - url: https://github.com/emicklei/mcp-log-proxy - url: https://github.com/inkbytefo/screenmonitormcp - url: https://github.com/iLert/mcp-ilert - url: https://github.com/Pratyay/mac-monitor-mcp description: MCP server for macOS system monitoring - url: https://github.com/tgeselle/bugsnag-mcp description: MCP server for Bugsnag error monitoring - url: https://github.com/Rootly-AI-Labs/Rootly-MCP-server - url: https://github.com/dynatrace-oss/dynatrace-mcp - url: https://github.com/AgentOps-AI/agentops-mcp - url: https://github.com/PagerDuty/pagerduty-mcp-server description: PagerDuty official MCP server - url: https://github.com/RedHatInsights/insights-mcp description: Red Hat Insights AI connection - url: https://github.com/VictoriaMetrics-Community/mcp-victoriatraces - url: https://github.com/GeLi2001/datadog-mcp-server - url: https://github.com/domdomegg/downdetector-mcp - url: https://github.com/SimplyMinimal/fleet-mcp - url: https://github.com/vishnurudra-ai/KYC-mcp-server - url: https://github.com/mhajder/librenms-mcp - url: https://github.com/grafana/loki-mcp - url: https://github.com/mo-silent/loki-mcp-server - url: https://github.com/mcpcap/mcpcap - url: https://github.com/tjhop/prometheus-mcp-server - url: https://github.com/yanmxa/prometheus-mcp-server - url: https://github.com/jkosik/mcp-server-splunk - url: https://github.com/Pranavj17/mcp-server-graylog - url: https://github.com/grafana/tempo-mcp-server - url: https://github.com/Alir3z4/tb-query - url: https://github.com/Vadims06/topolograph-mcp-server - url: https://github.com/ghrud92/simple-loki-mcp - url: https://github.com/thanhtung0201/mcp-remote-system-health - url: https://github.com/abuhamza/tideways-mcp-server - url: https://github.com/comet-ml/opik-mcp description: MCP server for Opik LLM evaluation platform - url: https://github.com/langfuse/mcp-server-langfuse description: MCP server for Langfuse LLM observability - url: https://github.com/Necmttn/ax description: Local observability for agent sessions, tools, and costs - url: https://github.com/ntk148v/alertmanager-mcp-server description: MCP server for Prometheus Alertmanager integration - name: Productivity subcategories: - name: Atlassian repos: - url: https://github.com/ahmetbarut/jira-mcp - url: https://github.com/aashari/mcp-server-atlassian-bitbucket description: Atlassian Bitbucket repositories and PRs - url: https://github.com/HainanZhao/mcp-gitlab-jira - url: https://github.com/aashari/mcp-server-atlassian-confluence description: Atlassian Confluence spaces and pages - url: https://github.com/aashari/mcp-server-atlassian-jira description: Atlassian Jira projects, issues and sprints - url: https://github.com/KS-GEN-AI/jira-mcp-server - url: https://github.com/nguyenvanduocit/jira-mcp description: Jira issues and sprints via Go MCP - url: https://github.com/sooperset/mcp-atlassian - url: https://github.com/tom28881/mcp-jira-server - url: https://github.com/rahulthedevil/Jira-Context-MCP description: Jira tickets info for AI coding agents - url: https://github.com/phuc-nt/mcp-atlassian-server description: Jira and Confluence integration - url: https://github.com/KS-GEN-AI/confluence-mcp-server - url: https://github.com/masna-ai/mcp-confluence-server - name: Collaboration repos: - url: https://github.com/boldsign/boldsign-mcp - url: https://github.com/evalstate/mcp-miro description: MCP server for Miro whiteboard manipulation and sticky creation - url: https://github.com/Fibery-inc/fibery-mcp-server description: MCP server for Fibery workspace integration - url: https://github.com/hiromitsusasaki/raindrop-io-mcp-server description: Raindrop.io bookmark management - url: https://github.com/k-jarzyna/mcp-miro - url: https://github.com/orellazri/coda-mcp - url: https://github.com/kintone/mcp-server - url: https://github.com/syucream/holaspirit-mcp-server - url: https://github.com/macrat/mcp-server-kintone - url: https://github.com/adepanges/teamretro-mcp-server - name: Documents repos: - url: https://github.com/Wooonster/hocr_mcp_server - url: https://github.com/PSPDFKit/nutrient-dws-mcp-server description: Nutrient Document Web Services - url: https://github.com/tfll37/CLDGeminiPDF-Analyzer - url: https://github.com/code4history/IIIF_MCP - url: https://github.com/protagolabs/Netmind-Parse-PDF-MCP - url: https://github.com/gpetraroli/mcp_pdf_reader - url: https://github.com/Sohaib-2/pdf-mcp-server - url: https://github.com/intsig-textin/textin-mcp description: OCR and document-to-Markdown conversion - url: https://github.com/danielkennedy1/pdf-tools-mcp description: MCP server for PDF manipulation (merge, extract, snippets) - url: https://github.com/zcaceres/markdownify-mcp description: Convert almost anything to Markdown - url: https://github.com/Unstructured-IO/UNS-MCP description: MCP server for Unstructured document processing - url: https://github.com/vivekVells/mcp-pandoc - url: https://github.com/onebirdrocks/ebook-mcp description: MCP server for ebook processing - url: https://github.com/baruchiro/paperless-mcp description: MCP server for Paperless-NGX document management - url: https://github.com/esignaturescom/mcp-server-esignatures description: eSignatures.com document signing - url: https://github.com/vgnshiyer/apple-books-mcp - url: https://github.com/thechandanbhagat/cv-forge description: ATS-friendly CVs, cover letters, and job-tailored emails - url: https://github.com/PhononX/cv-mcp-server - url: https://github.com/theluckystrike/mcp-pdf description: Merge, split, extract, rotate, reorder and stamp PDF pages locally - url: https://github.com/theluckystrike/mcp-docx description: Create and read real Word .docx files locally - name: Google Workspace repos: - url: https://github.com/giuseppe-coco/Google-Workspace-MCP-Server description: Gmail, Calendar, and Drive integration - url: https://github.com/MarkusPfundstein/mcp-gsuite - url: https://github.com/taylorwilsdon/google_workspace_mcp description: MCP server for Google Workspace integration - url: https://github.com/vakharwalad23/google-mcp description: Gmail, Calendar, and other Google workspace tools - url: https://github.com/GongRzhe/Gmail-MCP-Server description: Gmail with auto authentication - url: https://github.com/Ayush-k-Shukla/gmail-mcp-server - url: https://github.com/baryhuang/mcp-headless-gmail description: Gmail without local credentials - url: https://github.com/v-3/google-calendar description: Google Calendar events and scheduling - name: Helpdesk & Support repos: - url: https://github.com/effytech/freshdesk_mcp description: Freshdesk support ticket integration - url: https://github.com/quickchatai/quickchat-ai-mcp - url: https://github.com/echelon-ai-labs/servicenow-mcp - url: https://github.com/devrev/mcp-server - url: https://github.com/modesty/fluent-mcp - name: Learning & Flashcards repos: - url: https://github.com/ankimcp/anki-mcp-server description: MCP server for Anki spaced repetition flashcards - url: https://github.com/rember/rember-mcp - url: https://github.com/spacholski1225/anki-connect-mcp description: MCP implementation for Anki Web - url: https://github.com/ujisati/anki-mcp - url: https://github.com/scorzeth/anki-mcp-server - url: https://github.com/nietus/anki-mcp - url: https://github.com/jinzcdev/leetcode-mcp-server description: MCP server for LeetCode problems and solutions - url: https://github.com/doggybee/mcp-server-leetcode description: MCP server for LeetCode coding challenges - name: Microsoft 365 repos: - url: https://github.com/InditexTech/mcp-teams-server description: MCP server for Microsoft Teams integration - url: https://github.com/softeria/ms-365-mcp-server description: Microsoft 365 and Office via Graph API - url: https://github.com/Norcim133/OutlookMCPServer description: MCP Server for msgraph - mail, calendar, files - url: https://github.com/haris-musa/excel-mcp-server description: Excel file manipulation - url: https://github.com/he-yang/excel-to-json-mcp - url: https://github.com/he-yang/json-to-excel-mcp - url: https://github.com/sbroenne/mcp-server-excel description: Excel MCP Server - 23 tools for AI-powered automation - url: https://github.com/GongRzhe/Office-Visio-MCP-Server description: Create and edit Microsoft Visio diagrams - url: https://github.com/merill/lokka description: MCP for Microsoft 365 and Graph - url: https://github.com/pnp/cli-microsoft365-mcp-server - url: https://github.com/GongRzhe/Office-PowerPoint-MCP-Server description: PowerPoint manipulation with python-pptx - url: https://github.com/GongRzhe/Office-Word-MCP-Server description: Create and manipulate Word documents - name: Note-taking & Docs repos: - url: https://github.com/akseyh/bear-mcp-server - url: https://github.com/bart6114/my-bear-mcp-server - url: https://github.com/devroopsaha744/TexMCP - url: https://github.com/fajarmf/slite-mcp - url: https://github.com/Harry-027/JotDown - url: https://github.com/lostintangent/gistpad-mcp description: Personal knowledge and daily notes management - url: https://github.com/louis030195/easy-obsidian-mcp - url: https://github.com/RafalWilinski/mcp-apple-notes description: RAG over Apple Notes for Claude - url: https://github.com/sirmews/apple-notes-mcp - url: https://github.com/tubasasakunn/context-apps-mcp - url: https://github.com/SlideSpeak/slidespeak-mcp - url: https://github.com/2slides/mcp-2slides description: MCP Server for 2slides - AI agent for PPT generation - url: https://github.com/Rajathbail/hillnote-mcp-server - url: https://github.com/ONLYOFFICE/docspace-mcp - url: https://github.com/joshylchen/zettelkasten_space - url: https://github.com/MemTensor/memos-api-mcp - url: https://github.com/Piotr1215/mcp-obsidian - url: https://github.com/Vortiago/mcp-outline description: AI assistants with Outline docs - url: https://github.com/danield137/mcp-workflowy - url: https://github.com/entanglr/zettelkasten-mcp description: MCP server implementing Zettelkasten knowledge management - url: https://github.com/joshylchen/zettelkasten description: Zettelkasten notes with search, links, CLI, API, and web - url: https://github.com/gornskew/lisply-mcp description: Manage Lisply lisp-speaking backends - name: Notion repos: - url: https://github.com/Badhansen/notion-mcp description: Notion workspace management - url: https://github.com/danhilse/notion_mcp description: Notion integration with advanced formatting - url: https://github.com/makenotion/notion-mcp-server - url: https://github.com/suekou/mcp-notion-server description: MCP server for Notion API with Markdown conversion - name: Obsidian repos: - url: https://github.com/bitbonsai/mcp-obsidian description: Lightweight Obsidian vault access - url: https://github.com/MarkusPfundstein/mcp-obsidian description: Obsidian integration via REST API plugin - url: https://github.com/smithery-ai/mcp-obsidian description: Obsidian vault read and search for Claude - url: https://github.com/StevenStavrakis/obsidian-mcp - url: https://github.com/mattjoyce/mcp-construe - name: Project Management repos: - url: https://github.com/AgileLuminary/mcp-agile-luminary - url: https://github.com/aikts/yandex-tracker-mcp - url: https://github.com/bivex/kanboard-mcp description: MCP server for Kanboard project management integration - url: https://github.com/blackopsrepl/yuga-planner - url: https://github.com/croffasia/mcp-project-manager - url: https://github.com/EduBase/MCP description: MCP server for EduBase e-learning platform - url: https://github.com/feuerdev/keep-mcp - url: https://github.com/its-dart/dart-mcp-server - url: https://github.com/kelvin6365/plane-mcp-server description: MCP server for Plane.so project management - url: https://github.com/khaoss85/mcp-orchestro description: Task breakdown, dependencies, and progress for AI teams - url: https://github.com/kocakli/Trello-Desktop-MCP description: Trello integration for Claude Desktop via MCP - url: https://github.com/m0xai/trello-mcp-server - url: https://github.com/makeplane/plane-mcp-server - url: https://github.com/offorte/offorte-mcp-server - url: https://github.com/routineco/mcp-server - url: https://github.com/roychri/mcp-server-asana description: MCP server for Asana task and project management - url: https://github.com/tacticlaunch/mcp-linear description: MCP server for Linear project management - url: https://github.com/taskade/mcp description: MCP server for Taskade project management - url: https://github.com/teamwork/mcp - url: https://github.com/jerhadf/linear-mcp-server description: MCP server for Linear issue tracking - url: https://github.com/georgeantonopoulos/Basecamp-MCP-Server description: Basecamp 3+ project management - url: https://github.com/mattjegan/swarmia-mcp - url: https://github.com/mondaycom/mcp description: AI agents with secure data access - url: https://github.com/boostspace/boostspace-mcp-server - url: https://github.com/TaazKareem/clickup-mcp-server description: ClickUp MCP Server - project management with AI - url: https://github.com/redducklabs/github-projects-mcp - url: https://github.com/anoncam/linear-mcp - url: https://github.com/Prat011/mcp-server-monday - url: https://github.com/kenjihikmatullah/productboard-mcp - url: https://github.com/useshortcut/mcp-server-shortcut - url: https://github.com/boma086/mcp-openproject - url: https://github.com/tonyzorin/youtrack-mcp description: YouTrack server, ARM64 and AMD64 - url: https://github.com/boma086/mcp-pm-openproject - url: https://github.com/lioarce01/trello-mcp-server - url: https://github.com/namar0x0309/wekan-mcp - name: Tasks & Calendar repos: - url: https://github.com/abhiz123/todoist-mcp-server description: Todoist natural language task management - url: https://github.com/Acqusys/taskeract-mcp - url: https://github.com/awwaiid/mcp-server-taskwarrior - url: https://github.com/dominik1001/caldav-mcp description: CalDAV calendar sync - url: https://github.com/ekkyarmandi/ticktick-mcp - url: https://github.com/flesler/mcp-tasks description: Efficient task management with views - url: https://github.com/jen6/ticktick-mcp description: TickTick task management with filtering - url: https://github.com/jimfilippou/things-mcp - url: https://github.com/louis030195/toggl-mcp - url: https://github.com/screenpipe/screenpipe description: Searchable screen text and audio history via MCP; source-available under the Screenpipe Commercial License - url: https://github.com/movstox/lazy-toggl-mcp - url: https://github.com/stanislavlysenko0912/todoist-mcp-server description: Todoist Rest API and Sync API - url: https://github.com/takumi0706/google-calendar-mcp description: Google Calendar for Claude Desktop - url: https://github.com/arpitbatra123/mcp-googletasks description: MCP server for Google Tasks management - url: https://github.com/zcaceres/gtasks-mcp - url: https://github.com/Danielpeter-99/calcom-mcp description: Cal.com event types, bookings, and schedule data - url: https://github.com/madbonez/caldav-mcp - url: https://github.com/arifszn/reminder-mcp - url: https://github.com/yusufk/salaah-mcp - url: https://github.com/Omar-v2/mcp-ical description: Interact with MacOS Calendar - url: https://github.com/nspady/google-calendar-mcp - url: https://github.com/jbrinkman/valkey-ai-tasks - url: https://github.com/meAmitPatil/calendly-mcp-server - url: https://github.com/doist/todoist-ai description: Todoist tools for AI agents - url: https://github.com/urbanogardun/things3-mcp - url: https://github.com/alexarevalo9/ticktick-mcp-server description: TickTick task management - url: https://github.com/tomelliot/todos-mcp - url: https://github.com/hichana/goalstory-mcp description: Goal tracking with AI-powered storytelling - name: Wiki & Collaboration repos: - url: https://github.com/brianxiadong/ones-wiki-mcp-server - url: https://github.com/growilabs/growi-mcp-server description: GROWI wiki search and retrieval for AI answers - url: https://github.com/HenryHaoson/Yuque-MCP-Server - url: https://github.com/kiwamizamurai/mcp-kibela-server - url: https://github.com/kj455/mcp-kibela - url: https://github.com/yuna0x0/hackmd-mcp description: HackMD note-taking integration - url: https://github.com/anyproto/anytype-mcp description: AI with Anytype encrypted local data - url: https://github.com/ProfessionalWiki/MediaWiki-MCP-Server description: Connect AI with any MediaWiki - url: https://github.com/lucamauri/MediaWiki-MCP-adapter - name: Research & Science repos: - url: https://github.com/thinkchainai/agentinterviews_mcp - url: https://github.com/Pantheon-Security/notebooklm-mcp-secure description: Secure NotebookLM MCP with 14 security layers - url: https://github.com/reuvenaor/israel-statistics-mcp - url: https://github.com/IO-Aerospace-software-engineering/mcp-server - url: https://github.com/SecretiveShell/MCP-wolfram-alpha description: Wolfram Alpha computational intelligence - url: https://github.com/jagan-shanmugam/climatiq-mcp-server - url: https://github.com/reeeeemo/ancestry-mcp description: Ancestry genealogy data interaction - url: https://github.com/oOo0oOo/lean-lsp-mcp - url: https://github.com/szeider/mcp-solver description: Constraint optimization and solving - url: https://github.com/NellyW8/MCP4EDA description: RTL-to-GDSII automation with LLM - url: https://github.com/NASA-PDS/pds-mcp-server - url: https://github.com/dianfengxiaobo/optimade-mcp-server - url: https://github.com/amornpan/tmd-earthquake-server-1.0 - url: https://github.com/neuromechanist/matlab-mcp-tools description: MATLAB pipelines by section and figure inspection - name: Sandboxing & Execution repos: - url: https://github.com/alfonsograziano/node-code-sandbox-mcp description: MCP server for Node.js code sandbox execution - url: https://github.com/gwbischof/outsource-mcp - url: https://github.com/hileamlakB/Python-Runtime-Interpreter-MCP-Server description: Safe Python runtime interpreter - url: https://github.com/r33drichards/mcp-js description: MCP server exposing V8 JavaScript runtime for AI agents - url: https://github.com/yepcode/mcp-server-js description: JavaScript MCP server framework by YepCode - url: https://github.com/dagger/container-use description: MCP server for container orchestration - url: https://github.com/sandbaseai/sandbase-harness description: Sandboxed local agent runtime with approvals and audit - url: https://github.com/zerocore-ai/microsandbox - url: https://github.com/e2b-dev/mcp-server description: E2B code execution for Claude - url: https://github.com/riza-io/riza-mcp - url: https://github.com/kimtth/mcp-remote-call-ping-pong - url: https://github.com/spacecode-ai/SpaceBridge-MCP - url: https://github.com/bazinga012/mcp_code_executor description: Execute Python in Conda environment - url: https://github.com/Automata-Labs-team/code-sandbox-mcp description: Secure code sandbox in Docker - url: https://github.com/gradion-ai/ipybox description: Python code execution sandbox with MCP tool calling - url: https://github.com/avd1729/Onyx - url: https://github.com/irskep/persistproc - url: https://github.com/hopx-ai/mcp description: Execute code in isolated cloud containers - name: Search & Extraction subcategories: - name: Academic Research repos: - url: https://github.com/akalaric/mcp-wolframalpha description: Wolfram Alpha integration for Python - url: https://github.com/andybrandt/mcp-simple-arxiv description: arXiv paper search and reading - url: https://github.com/andybrandt/mcp-simple-pubmed description: PubMed medical research search - url: https://github.com/blazickjp/arxiv-mcp-server description: arXiv paper search and analysis - url: https://github.com/gemy411/multi-agents-research description: Kotlin multi-agent research server on Ktor - url: https://github.com/hbg/mcp-paperswithcode description: MCP interface for PapersWithCode API - url: https://github.com/mzxrai/mcp-webresearch - url: https://github.com/nyxn-ai/NyxDocs - url: https://github.com/OctagonAI/octagon-deep-research-mcp description: AI-powered comprehensive research and analysis - url: https://github.com/QuentinCody/catalysishub-mcp-server - url: https://github.com/reading-plus-ai/mcp-server-deep-research description: Comprehensive research with reports - url: https://github.com/takashiishida/arxiv-latex-mcp description: MCP server for arXiv LaTeX paper retrieval - url: https://github.com/tianqitang1/enrichr-mcp-server - url: https://github.com/vitorpavinato/ncbi-mcp-server - url: https://github.com/JackKuo666/Google-Scholar-MCP-Server description: Search Google Scholar papers - url: https://github.com/adityak74/mcp-scholarly - url: https://github.com/prashalruchiranga/arxiv-mcp-server description: arXiv API via natural language - url: https://github.com/JackKuo666/bioRxiv-MCP-Server description: Access bioRxiv papers - url: https://github.com/szeider/mcp-dblp description: Access DBLP computer science bibliography - url: https://github.com/mochow13/google-scholar-mcp description: MCP server for Google Scholar written in TypeScript - url: https://github.com/JackKuo666/medRxiv-MCP-Server - url: https://github.com/HzaCode/OneCite description: Parse and format academic references - url: https://github.com/drAbreu/alex-mcp - url: https://github.com/anyakors/openreview-mcp-server - url: https://github.com/JackKuo666/PubMed-MCP-Server description: Search and analyze PubMed articles - url: https://github.com/QuentinCody/datacite-mcp-server - url: https://github.com/kaliaboi/mcp-zotero description: Zotero collections for Claude Desktop - url: https://github.com/connerlambden/bgpt-mcp description: Search scientific papers with structured experimental data from full-text studies - name: Data APIs repos: - url: https://github.com/0xDAEF0F/job-searchoor - url: https://github.com/adawalli/nexus - url: https://github.com/ahonn/mcp-server-gsc description: Google Search Console data access - url: https://github.com/amurshak/congressMCP description: US Congress data for AI agents - url: https://github.com/amzscout-corp/amzscout-skill-mcp description: MCP server providing real Amazon marketplace data for AI agents, including product research, niche validation, competitor analysis, keyword discovery, and PPC strategy - url: https://github.com/angheljf/nyt description: MCP server for New York Times article search - url: https://github.com/Bigsy/Clojars-MCP-Server - url: https://github.com/boikot-xyz/boikot - url: https://github.com/cameronrye/activitypub-mcp description: Fediverse browsing and interaction via ActivityPub - url: https://github.com/cameronrye/gopher-mcp - url: https://github.com/co0ontty/chaitin-ip-intelligence-search-tool - url: https://github.com/damionrashford/RivalSearchMCP description: MCP server for competitive search analysis - url: https://github.com/DappierAI/dappier-mcp description: MCP server for Dappier AI integration - url: https://github.com/deadletterq/mcp-opennutrition description: MCP server for nutrition data and analysis - url: https://github.com/DealExpress/mcp-server - url: https://github.com/emicklei/melrose-mcp - url: https://github.com/hellokaton/unsplash-mcp-server - url: https://github.com/Himalayas-App/himalayas-mcp description: Remote job search, listings, candidates, and salaries - url: https://github.com/imprvhub/mcp-domain-availability description: MCP server to check domain availability - url: https://github.com/JamesANZ/us-legal-mcp - url: https://github.com/jhomen368/overseerr-mcp description: Overseerr/Seerr media search, requests, and library - url: https://github.com/joelio/stocky - url: https://github.com/kehvinbehvin/json-mcp-filter - url: https://github.com/Linked-API/linkedapi-mcp description: LinkedIn account control and data retrieval - url: https://github.com/parallel-web/task-mcp description: Hosted deep research and dataset enrichment via Parallel - url: https://github.com/r-huijts/opentk-mcp description: MCP server for Dutch parliamentary data via OpenTK - url: https://github.com/serkan-ozal/driflyte-mcp-server - url: https://github.com/shopsavvy/shopsavvy-mcp-server - url: https://github.com/siva010928/multi-chat-mcp-server description: MCP server for multi-chat capabilities - url: https://github.com/unstoppabledomains/unstoppable-mcp-server description: Domain search, registration, DNS, marketplace, and checkout - url: https://github.com/urlbox/urlbox-mcp-server - url: https://github.com/yamanoku/baseline-mcp-server description: Web API Baseline status information - url: https://github.com/zoomeye-ai/mcp_zoomeye description: MCP server for ZoomEye network asset information - url: https://github.com/8enSmith/mcp-open-library description: MCP server for Open Library book and author search - url: https://github.com/cantian-ai/bazi-mcp description: Bazi Chinese astrology information - url: https://github.com/cswkim/discogs-mcp-server - url: https://github.com/djalal/quran-mcp-server description: Quran.com verses, translations, tafsir - url: https://github.com/mikechao/metmuseum-mcp description: Met Museum art collection discovery - url: https://github.com/r-huijts/rijksmuseum-mcp description: Rijksmuseum artwork exploration - url: https://github.com/yuna0x0/anilist-mcp - url: https://github.com/drakonkat/wizzy-mcp-tmdb - url: https://github.com/molanojustin/smithsonian-mcp - url: https://github.com/r-huijts/oorlogsbronnen-mcp - url: https://github.com/ALAPI-SDK/mcp-alapi-cn - url: https://github.com/pkolawa/krs-poland-mcp-server - url: https://github.com/OpenDataMCP/OpenDataMCP - url: https://github.com/Rudra-ravi/wikipedia-mcp description: Retrieve Wikipedia information - url: https://github.com/AdbC99/ai-bible - url: https://github.com/trevato/bible-mcp - url: https://github.com/delorenj/mcp-server-ticketmaster description: Ticketmaster Discovery API - url: https://github.com/mochow13/ticketmaster-mcp-server - url: https://github.com/riemannzeta/patent_mcp_server - url: https://github.com/zzaebok/mcp-wikidata description: Wikidata API implementation - url: https://github.com/AshwinSundar/congress_gov_mcp description: Query US Congress.gov API - url: https://github.com/kld3v/reed_jobs_mcp - url: https://github.com/QuentinCody/wikidata-sparql-mcp-server - url: https://github.com/Fredibau/wikifunctions-mcp-fredibau - url: https://github.com/QuentinCody/civic-mcp-server - url: https://github.com/cameronrye/openzim-mcp description: MCP server for OpenZIM archive access - url: https://github.com/deshabhishek007/domain-tools-mcp-server - url: https://github.com/anysiteio/anysite-mcp-server description: LinkedIn data access - url: https://github.com/alice51849/lumi-mcp description: Read-only first-party iOS app finder for 29 verified live apps across 50 Apple locales, with localized publisher context and direct App Store links. - url: https://github.com/movahedi-ca/movahedi-ca description: Hosted Canadian privacy-law MCP server (enforcement actions, glossary, Law 25 checklist) at https://movahedi.ca/mcp - name: News & Content repos: - url: https://github.com/erithwik/mcp-hn - url: https://github.com/format37/youtube_mcp - url: https://github.com/imprvhub/mcp-claude-hackernews - url: https://github.com/imprvhub/mcp-rss-aggregator description: RSS feed aggregation for Claude Desktop - url: https://github.com/lfnovo/content-core - url: https://github.com/pskill9/hn-server - url: https://github.com/the0807/GeekNews-MCP-Server - name: Web Search Engines repos: - url: https://github.com/Aas-ee/open-webSearch description: MCP server for open web search - url: https://github.com/ac3xx/mcp-servers-kagi - url: https://github.com/brave/brave-search-mcp-server description: Brave Search with AI summarization - url: https://github.com/ChanMeng666/server-google-news description: MCP server for Google News integration - url: https://github.com/ConechoAI/openai-websearch-mcp - url: https://github.com/exa-labs/exa-mcp-server - url: https://github.com/fatwang2/search1api-mcp description: MCP server for web search and crawl via Search1API - url: https://github.com/ihor-sokoliuk/mcp-searxng description: Private SearXNG web search for AI assistants - url: https://github.com/isnow890/naver-search-mcp description: MCP server for Naver search integration - url: https://github.com/jae-jae/g-search-mcp description: Parallel Google search with summaries - url: https://github.com/kagisearch/kagimcp description: Official Kagi search MCP server - url: https://github.com/leehanchung/bing-search-mcp - url: https://github.com/mikechao/brave-search-mcp description: MCP server for Brave Search with filtering options - url: https://github.com/mnhlt/WebSearch-MCP description: MCP server for web search integration - url: https://github.com/mrkrsl/web-search-mcp description: Local web search for Claude Desktop - url: https://github.com/nickclyde/duckduckgo-mcp-server description: MCP server for DuckDuckGo search - url: https://github.com/nkapila6/mcp-local-rag description: RAG-like web search via MCP - url: https://github.com/parallel-web/search-mcp - url: https://github.com/Pearch-ai/mcp_pearch - url: https://github.com/searchcraft-inc/searchcraft-mcp-server - url: https://github.com/SecretiveShell/MCP-searxng description: SearXNG search for agentic systems - url: https://github.com/serpapi/serpapi-mcp - url: https://github.com/tanigami/mcp-server-perplexity description: Perplexity API chat with citations - url: https://github.com/tavily-ai/tavily-mcp description: Real-time search, extract, map and crawl - url: https://github.com/theishangoswami/exa-mcp-server - url: https://github.com/Tomatio13/mcp-server-tavily description: MCP Server for Tavily API integration - url: https://github.com/vpuna/vpuna-ai-search - url: https://github.com/zhsama/duckduckgo-mcp-server description: MCP server for DuckDuckGo web search - url: https://github.com/OvertliDS/mcp-searxng-enhanced description: SearXNG web search with category awareness - url: https://github.com/rendyfebry/google-pse-mcp - url: https://github.com/LinkupPlatform/js-mcp-server - url: https://github.com/LinkupPlatform/python-mcp-server - url: https://github.com/pwilkin/mcp-searxng-public description: Query public SearXNG instances - url: https://github.com/garylab/serper-mcp-server - url: https://github.com/erhwenkuo/mcp-searxng - url: https://github.com/RamXX/mcp-tavily - url: https://github.com/pskill9/web-search - url: https://github.com/gleanwork/mcp-server - url: https://github.com/moorcheh-ai/moorcheh-mcp - url: https://github.com/searchunify/su-mcp - url: https://github.com/coder-linping/azure-wiki-search-server - url: https://github.com/ubie-oss/mcp-vertexai-search - url: https://github.com/VivekKumarNeu/MCP-Lucene-Server - url: https://github.com/surabhya/SafetySearch - url: https://github.com/Cloudsway-AI/smartsearch - url: https://github.com/longyi1207/glean-mcp-server - url: https://github.com/unitedideas/nothumansearch description: Search engine for AI agents with 300+ tools ranked by agentic readiness - url: https://github.com/goofrey/zoom-search description: MCP server for multi-provider web search, evidence collection, and cited answer synthesis. - name: Security subcategories: - name: Identity & Access repos: - url: https://github.com/atomicchonk/roadrecon_mcp_server description: Azure AD ROADrecon analysis for Claude - url: https://github.com/firstorderai/authenticator_mcp description: Authenticator App for AI agents - url: https://github.com/hieuttmmo/entraid-mcp-server description: EntraID via Microsoft Graph API - url: https://github.com/sanyambassi/ciphertrust-manager-mcp-server - url: https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server - url: https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server - url: https://github.com/ChristophEnglisch/keycloak-model-context-protocol description: Keycloak user and realm management - url: https://github.com/sanyambassi/thales-cdsp-csm-mcp-server - url: https://github.com/box-community/mcp-server-box description: Enterprise content access in Box - url: https://github.com/randa-mu/drand-mcp-server - url: https://github.com/sshaaf/keycloak-mcp-server description: MCP server for Keycloak identity and access management - url: https://github.com/securityfortech/google-admin-mcp - url: https://github.com/asgardeo/asgardeo-mcp-server - url: https://github.com/auth0/auth0-mcp-server description: Auth0 tenant management via natural language - url: https://github.com/idoyudha/mcp-keycloak - url: https://github.com/kapilduraphe/okta-mcp-server - url: https://github.com/cheqd/mcp-toolkit - url: https://github.com/gitCarrot/mcp-server-aws-cognito - url: https://github.com/descope-sample-apps/descope-mcp-server-stdio description: Descope user management and audits - url: https://github.com/kanad13/MCP-Server-for-Hashing - url: https://github.com/Horizon-Digital-Engineering/fpe-demo-mcp - url: https://github.com/Agnuxo1/enigmagent-mcp description: Encrypted local vault for AI agents — resolve {{SECRET}} placeholders at runtime with AES-256-GCM + Argon2id. LLMs never see real API keys. - name: MCP Security repos: - url: https://github.com/tomelias10/mcp-drift-check description: Passive local CLI that flags mutable npm/npx package references in MCP client configurations without executing servers. - url: https://github.com/82ch/MCP-Dandan description: MCP security with real-time proxying - url: https://github.com/swnotmetal/Project-Koma description: Prompt-injection firewall, audio validation, and protected RAG storage for Node.js & TypeScript agents - url: https://github.com/AIM-Intelligence/AIM-MCP - url: https://github.com/kontext-dev/attestable-mcp-server description: Hardware attestation for MCP server integrity - url: https://github.com/cromwellian/hippycampus description: REST endpoint to MCP conversion - url: https://github.com/appsec-innovation-labs/secure-mcp-fetch - url: https://github.com/eqtylab/mcp-guardian - url: https://github.com/kapilduraphe/mcp-watch description: Security scanner for MCP servers - url: https://github.com/postralai/masquerade - url: https://github.com/moxno/privacyscrubber-mcp description: Zero-Trust local PII masking and prompt sanitization for Claude Desktop and Cursor - name: Network & Firewall repos: - url: https://github.com/intruder-io/intruder-mcp - url: https://github.com/vespo92/OPNSenseMCP - name: Pentesting & OSINT repos: - url: https://github.com/renduples/sitepassport-mcp description: Live-checks whether a WordPress site is ready to be safely operated by AI agents - url: https://github.com/BurtTheCoder/mcp-dnstwist description: DNS fuzzing for phishing detection - url: https://github.com/BurtTheCoder/mcp-maigret description: Maigret OSINT user account collection - url: https://github.com/BurtTheCoder/mcp-shodan description: MCP server for Shodan - device search, IP recon, CVE intel - url: https://github.com/BurtTheCoder/mcp-virustotal description: VirusTotal API queries - url: https://github.com/nickpending/mcp-recon description: Tellix conversational recon interface - url: https://github.com/roadwy/cve-search_mcp description: CVE database security queries - url: https://github.com/samvas-codes/dawshund_mcp - url: https://github.com/StacklokLabs/osv-mcp - url: https://github.com/HaroldFinchIFT/vuln-nist-mcp-server - url: https://github.com/jacksenechal/scan-mcp - url: https://github.com/urldna/mcp - url: https://github.com/PortSwigger/mcp-server - url: https://github.com/fluidattacks/mcp - url: https://github.com/GitGuardian/ggmcp description: Scan and remediate hardcoded secrets - url: https://github.com/mobb-dev/bugsy - url: https://github.com/stackhawk/stackhawk-mcp - url: https://github.com/andrasfe/vulnicheck - url: https://github.com/gnlds/mcp-cve-intelligence-server-lite description: CVE intelligence from NVD, MITRE, GitHub - url: https://github.com/Hexix23/shodan-mcp - name: Reverse Engineering repos: - url: https://github.com/13bm/GhidraMCP - url: https://github.com/fosdickio/binary_ninja_mcp description: Binary Ninja plugin for LLM integration - url: https://github.com/jtang613/GhidrAssistMCP - url: https://github.com/LaurieWired/GhidraMCP - url: https://github.com/LING71671/open-reverselab description: Ghidra, Frida, x64dbg, Rizin, and YARA in one lab - url: https://github.com/zboralski/ida-headless-mcp - url: https://github.com/mrexodia/ida-pro-mcp description: IDA Pro reverse engineering with AI - url: https://github.com/pullkitsan/mobsf-mcp-server description: MobSF APK and IPA security scanning - url: https://github.com/radareorg/radare2-mcp - url: https://github.com/zinja-coder/apktool-mcp-server description: APK Tool for Android reverse engineering - url: https://github.com/zinja-coder/jadx-ai-mcp - name: SIEM & SecOps repos: - url: https://github.com/mariocandela/beelzebub description: Low-code honeypot with AI virtualization - url: https://github.com/fr0gger/MCP_Security - url: https://github.com/Gaffx/volatility-mcp - url: https://github.com/gbrigandi/mcp-server-cortex - url: https://github.com/gbrigandi/mcp-server-thehive - url: https://github.com/gbrigandi/mcp-server-wazuh - url: https://github.com/jyjune/mcp_vms - url: https://github.com/panther-labs/mcp-panther description: Detections, alerts, and log queries - url: https://github.com/qianniuspace/mcp-security-audit description: MCP server for security auditing - url: https://github.com/rad-security/mcp-server - url: https://github.com/securityfortech/secops-mcp description: All-in-one security testing toolbox via MCP - url: https://github.com/slouchd/cyberchef-api-mcp-server - url: https://github.com/Adeptus-Innovatio/solvitor-mcp - url: https://github.com/netwrix/mcp-server-naa - url: https://github.com/MorDavid/BloodHound-MCP-AI description: BloodHound integration with AI through MCP - url: https://github.com/visotrust/viso-mcp-server - url: https://github.com/CrowdStrike/falcon-mcp description: CrowdStrike Falcon security analysis - url: https://github.com/redwaysecurity/the-hive-mcp-server - url: https://github.com/Spathodea-Network/opencti-mcp description: OpenCTI threat intelligence platform - url: https://github.com/cycodehq/cycode-cli description: SAST, SCA, Secrets, IaC security scanning - url: https://github.com/secureframe/secureframe-mcp-server - url: https://github.com/Contrast-Security-OSS/mcp-contrast - url: https://github.com/safedep/pinner-mcp - url: https://github.com/Program-Integrity-Alliance/pia-mcp-local - name: Compliance & Regulatory repos: - url: https://github.com/getgapup/gapup-mcp-public description: "100+ agent-payable C-suite expertises in one MCP — competitive intel (EDGAR+Yahoo+Wayback), SEC filing decoder, 8-list sanctions screener (OFAC+EU+UK+UN+SECO+SEMA+DFAT), KYC, pentest scope, clinical evidence GRADE-graded (PubMed+ClinicalTrials.gov+OpenFDA), EU-first real estate, NAICS classifier, sentiment news (GDELT), research paper Q&A (OpenAlex 45M). 183 tools. x402 USDC/EURC. Free 100 calls/mo." - url: https://github.com/CSOAI-ORG/councilof-ai description: "AI governance measurement MCP: governance/safety/provenance/continuity axes, signed measurement cards" - name: Social Media repos: - url: https://github.com/azeemkafridi/bulkpublish-api description: BulkPublish API and hosted MCP for approval-based multi-channel social scheduling and publishing - url: https://github.com/anwerj/youtube-uploader-mcp description: Upload, update, and schedule YouTube videos - url: https://github.com/Autoposting-ai/autoposting-mcp description: Social post scheduling, generation and publishing across five networks - url: https://github.com/gwbischof/bluesky-social-mcp - url: https://github.com/HagaiHen/facebook-mcp-server description: Facebook posts, comments, insights automation - url: https://github.com/karanb192/reddit-mcp-buddy description: 'Clean Reddit data: posts, search, users' - url: https://github.com/king-of-the-grackles/reddit-research-mcp description: Reddit research with structured insights - url: https://github.com/LuniaKunal/mcp-twitter - url: https://github.com/macrocosm-os/macrocosmos-mcp - url: https://github.com/sinanefeozler/reddit-summarizer-mcp - url: https://github.com/Seym0n/tiktok-mcp - url: https://github.com/kukapay/twitter-username-changes-mcp - url: https://github.com/AbdelStark/nostr-mcp description: Nostr posting and interaction - url: https://github.com/adhikasp/mcp-twikit description: Twitter interaction via MCP - url: https://github.com/jaipandya/producthunt-mcp-server description: MCP server for Product Hunt data access - url: https://github.com/laulauland/bluesky-context-server - url: https://github.com/trypeggy/instagram_dm_mcp - url: https://github.com/dorukardahan/twitterapi-io-mcp - url: https://github.com/mbelinky/x-mcp-server description: MCP server to post on x.com with OAuth v1 and v2 - url: https://github.com/ifuryst/rednote-mcp - url: https://github.com/ertiqah/linkedin-mcp-runner description: LinkedIn content analysis and posting - url: https://github.com/wangshunnn/bilibili-mcp-server - url: https://github.com/amurshak/podbeanMCP - url: https://github.com/jonathan-politzki/mcp-writer-substack description: Bridge Substack writings to Claude - url: https://github.com/34892002/bilibili-mcp-js description: Bilibili video search MCP service - url: https://github.com/Xquik-dev/x-twitter-scraper description: X/Twitter search, profiles, posting, and media download - url: https://github.com/kaitoInfra/twitterapi-io-mcp-server description: Hosted MCP for twitterapi.io — Twitter/X data API for AI agents; 12 read-only tools (tweet search, profiles, threads, real-time streaming) - url: https://github.com/Role1776/mcp-x description: Official X API v2 over OAuth 1.0a, 42 tools, cost-aware reads - name: Sports repos: - url: https://github.com/JacobiusMakes/parlay-api-mcp description: Sports odds and player props using your own API key and account allowances - url: https://github.com/guillochon/mlb-api-mcp description: MCP server for MLB baseball statistics - url: https://github.com/mikechao/balldontlie-mcp description: MCP server for NBA, NFL, MLB sports data - url: https://github.com/r-huijts/firstcycling-mcp description: MCP server for professional cycling data from FirstCycling - url: https://github.com/r-huijts/strava-mcp description: Strava fitness data integration - url: https://github.com/RobSpectre/mvf1 description: Python package and CLI for MultiViewer For F1 - url: https://github.com/willvelida/mcp-afl-server description: Australian Football League data from Squiggle - url: https://github.com/cloudbet/sports-mcp-server - url: https://github.com/labeveryday/nba_mcp_server - url: https://github.com/kw510/strava-mcp description: MCP server with Strava OAuth on Cloudflare Workers - url: https://github.com/rishijatia/fantasy-pl-mcp - url: https://github.com/lenwood/cfbd-mcp-server - url: https://github.com/jeroenvdmeer/feyod-mcp - url: https://github.com/yeonupark/mcp-soccer-data description: Real-time football data - url: https://github.com/tomekkorbak/strava-mcp-server - url: https://github.com/Taidgh-Robinson/nba-mcp-server - name: Text-to-Speech repos: - url: https://github.com/daisys-ai/daisys-mcp - url: https://github.com/mbailey/voicemode - url: https://github.com/mberg/kokoro-tts-mcp - url: https://github.com/transcribe-app/mcp-transcribe - url: https://github.com/cartesia-ai/cartesia-mcp - url: https://github.com/tomekkorbak/voice-status-report-mcp-server - url: https://github.com/mamertofabian/elevenlabs-mcp-server description: ElevenLabs text-to-speech generation - url: https://github.com/da-okazaki/mcp-fish-audio-server - name: Translation repos: - url: https://github.com/mmntm/weblate-mcp description: Manage Weblate projects, components, and translations - url: https://github.com/translated/lara-mcp description: Lara Translate API with language detection - url: https://github.com/rae-api-com/rae-mcp - url: https://github.com/caol64/wenyan-mcp description: Markdown formatting and translation to Chinese - url: https://github.com/DeepLcom/deepl-mcp-server description: Translation with DeepL API - url: https://github.com/privetin/stdict - url: https://github.com/aymericzip/intlayer description: MCP server for Intlayer internationalization - name: Travel & Transport repos: - url: https://github.com/campertunity/mcp-server description: Search campgrounds, check availability, and book campsites - url: https://github.com/cobanov/teslamate-mcp description: MCP server for TeslaMate vehicle data and analytics - url: https://github.com/KyrieTangSheng/mcp-server-nationalparks description: US National Parks info via NPS API - url: https://github.com/lucygoodchild/mcp-national-rail - url: https://github.com/openbnb-org/mcp-server-airbnb - url: https://github.com/pab1it0/tripadvisor-mcp description: MCP server for Tripadvisor location data and reviews - url: https://github.com/Pradumnasaraf/aviationstack-mcp description: MCP for AviationStack API - real-time flight data - url: https://github.com/r-huijts/ns-mcp-server description: MCP server for Dutch Railways (NS) travel information - url: https://github.com/skedgo/tripgo-mcp-server - url: https://github.com/helpful-AIs/triplyfy-mcp - url: https://github.com/srinath1510/alltrails-mcp-server - url: https://github.com/peek-travel/mcp-intro - url: https://github.com/JordanDalton/DoorDash-MCP-Server description: MCP server for DoorDash delivery service integration - url: https://github.com/variflight/variflight-mcp description: Variflight services implementation - url: https://github.com/sunsetcoder/flightradar24-mcp-server - url: https://github.com/remuzel/polarsteps-mcp - url: https://github.com/svkaizoku/mcp-bvg - url: https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server description: Travel planning with Google Maps - url: https://github.com/mfukushim/map-traveler-mcp - url: https://github.com/trackmage/trackmage-mcp-server - url: https://github.com/negm17111995/mcp-server - name: Web Scraping repos: - url: https://github.com/olostep/olostep-mcp-server description: Live web scrape, crawl, batch extract, and search - url: https://github.com/PhungXuanAnh/selenium-mcp-server - url: https://github.com/rohanrav/screeny - url: https://github.com/gustavo-meilus/mcp-web-snapshot - url: https://github.com/djannot/puppeteer-vision-mcp description: Web scraping with AI-driven interaction handling - url: https://github.com/brightdata/brightdata-mcp description: All-in-one public web access solution - url: https://github.com/firecrawl/firecrawl-mcp-server description: Web scraping and search for LLM clients - url: https://github.com/pskill9/website-downloader - url: https://github.com/etsd-tech/mcp-pointer description: DOM element pointing for agents - url: https://github.com/ananddtyagi/webpage-screenshot-mcp description: MCP server for webpage screenshot capture - url: https://github.com/any4ai/anycrawl-mcp-server - url: https://github.com/apify/apify-mcp-server description: MCP server for Apify web scraping and data extraction - url: https://github.com/apify/mcp-server-rag-web-browser - url: https://github.com/chasesaurabh/mcp-page-capture - url: https://github.com/jae-jae/fetcher-mcp description: Playwright web page content fetching - url: https://github.com/just-every/mcp-read-website-fast description: Fast webpage to markdown conversion - url: https://github.com/just-every/mcp-screenshot-website-fast description: Fast webpage screenshots for LLMs - url: https://github.com/kimdonghwi94/web-analyzer-mcp - url: https://github.com/oxylabs/oxylabs-mcp - url: https://github.com/pragmar/mcp-server-webcrawl description: Web crawler data and archives connection - url: https://github.com/sascharo/gxtract - url: https://github.com/ScrapeGraphAI/Scrapegraph-ai - url: https://github.com/scrapeless-ai/scrapeless-mcp-server - url: https://github.com/scrapezy/mcp - url: https://github.com/manchittlab/TheCrawler description: Validated extraction contracts and diagnostics for agent web workflows - url: https://github.com/tinyfish-io/agentql-mcp description: AgentQL data extraction integration - url: https://github.com/webscraping-ai/webscraping-ai-mcp-server description: MCP server for AI-powered web scraping - url: https://github.com/wong2/mcp-jina-reader - url: https://github.com/crawlbase/crawlbase-mcp description: MCP server connecting AI agents with real-time web data - url: https://github.com/supadata-ai/mcp description: Video and web scraping for Claude - url: https://github.com/narumiruna/gitingest-mcp - url: https://github.com/Decodo/mcp-web-scraper description: Decodo web scraping for MCP clients - url: https://github.com/puremd/puremd-mcp - url: https://github.com/DevEnterpriseSoftware/scrapi-mcp - url: https://github.com/domdomegg/defuddle-fetch-mcp-server - url: https://github.com/levz0r/html-to-markdown-mcp description: HTML to Markdown converter using Turndown - url: https://github.com/sunshad0w/html2md-mcp - url: https://github.com/cyberchitta/scrapling-fetch-mcp description: Access bot-protected websites