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This repository is a collection of *reference implementations* for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources.
Filesystem
Local filesystem access for AI agents. This server enables AI assistants to read, write, and manage files on your local system with proper security controls and path restrictions.
Codegraph
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
Context7
Context7 Upstash MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Context7 Upstash capabilities through the Model Context Protocol standard.
Openmanus
Openmanus is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Chrome DevTools
Chrome Devtools Mcp Server MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Chrome Devtools Mcp Server capabilities through the Model Context Protocol standard.
Mcp Metabase
Metabase includes a built-in MCP server that lets AI clients connect directly to a Metabase instance.
Puter
Puter MCP lets your AI tools (Claude Code, Codex, or any other MCP-compatible client) interact with your Puter resources: managing files, publishing websites, deploying workers, and more.
Postiz App
Postiz is an open-source social media scheduling tool for almost every social media platform.
GitHub MCP Server
Github Mcp Server is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Serena
Serena MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Serena capabilities through the Model Context Protocol standard.
Repomix
Need discussion? Join us on Discord ! Share your experience and tips Stay updated on new features Get help with configuration and usage
Mastra
Mastra is an MCP server on MCP.so — view details, tools, and install instructions.
Fastmcp
Fastmcp is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Blender Mcp
Blender Mcp MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Blender Mcp capabilities through the Model Context Protocol standard.
Activepieces
Activepieces is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Skyvern
Skyvern Advanced Browser Automation is an MCP server on MCP.so — view details, tools, and install instructions.
Maxkb
Maxkb is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Mcp Server Trycua
Cua Agent is an MCP server on MCP.so — view details, tools, and install instructions.
Cua
Cua MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Opik
2344 is an MCP server on MCP.so — view details, tools, and install instructions.
Screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
Hindsight
Hindsight: Agent Memory That Works Like Human Memory
Mcp For Beginners
Mcp For Beginners is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Xiaohongshu Mcp
Xiaohongshu Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, and exporting to vector databases. Supports 16+ LLM platforms.
Unity Mcp
Unity Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Gateway
Gateway is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Convex Backend
Convex Backend is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Chrome
a chrome extension for use your own chrome as a mcp server
Kubeshark Tree Master Mcp
Github Com Kubeshark Kubeshark Tree Master Mcp MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Github Com Kubeshark Kubeshark Tree Master Mcp capabilities through the Model Context Protocol standard.
Mcp Server Elie222
The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
Inbox Zero
Inbox Zero is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Grist Core
Grist is a flexible spreadsheet-database. The Grist MCP server lets agents work across your team sites and documents: list and query records, add or update rows, create new docs and tables. Universal URL with OAuth 2.0. Works in Claude, ChatGPT, and any MCP client that supports r
Nginx Ui
Nginx Ui MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Ida Pro Mcp
Ida Pro Mcp MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Ida Pro Mcp capabilities through the Model Context Protocol standard.
Memos
Memos is an MCP server on MCP.so — view details, tools, and install instructions.
Inspector
Inspector is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Use
An open-source library to connect any LLM to any MCP server, enabling the creation of custom agents with tool access.
Instant
Instant is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Pinchtab
High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and real-time dashboard.
Ghidramcp
Ghidramcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Bedrock Kb Retrieval Mcp Server
Awslabs.bedrock Kb Retrieval Mcp Server is an MCP server on MCP.so — view details, tools, and install instructions.
io.github.wonderwhy-er/desktop-commander
Desktopcommandermcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Go
Mcp Go MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Go capabilities through the Model Context Protocol standard.
Shenyu
Shenyu is an MCP server on MCP.so — view details, tools, and install instructions.
Git Mcp
Git Mcp is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Lamda
Lamda is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Registry
Registry MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
io.github.CursorTouch/Windows-MCP
Windows Mcp MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Windows Mcp capabilities through the Model Context Protocol standard.
Mcp Flagsmith
Create, manage, and clean up Flagsmith feature flags directly from your AI tool. Flagsmith is an open source feature flag and remote config platform you can self-host or run in the cloud, and the MCP server lets you control flags, environments, and segments through natural langua
XcodeBuildMCP
Xcodebuildmcp MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Whatsapp Mcp
Whatsapp Mcp is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
io.github.mobile-next/mobile-mcp
Mobile Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Semble
Fast, accurate, local code search for agents. Indexes any local path or GitHub repo on demand in ~250ms and answers queries in ~1.5ms. Works on CPU, no API keys or external services.
Klavis
Www Klavis Ai Docs Concepts Strata is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Atlassian
Mcp Atlassian MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Magic Mcp
Magic Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Likec4
LikeC4 MCP Server provides knowledge of your LikeC4 model to LLMs.
Lemonade
Lemonade MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Diff Mcp
Diff is an MCP server on MCP.so — view details, tools, and install instructions.
Godot Mcp
Godot Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Jitsu
Manage Jitsu data pipelines from your agent: create destinations and streams, inspect live events, and edit transformation functions.
Whodb
WhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.
Peekaboo
Peekaboo MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Pollinations
Pollinations is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Aci
Aci MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Exa Mcp Server
Exa Mcp Server is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Zotero Mcp
Zotero Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Wigolo
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
Mcpo
Mcpo is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Context Forge
Mcp Context Forge is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
io.github.antvis/mcp-server-chart
Mcp Server Chart MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Server Chart capabilities through the Model Context Protocol standard.
Mcp Obsidian
Mcp Obsidian is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Codegraphcontext
An MCP server that indexes local code into a graph database to provide context to AI assistants.
io.github.IvanMurzak/Unity-MCP
An MCP server and plugin for connecting the Unity Editor and games to MCP clients like Claude Desktop.
Mcp Sourcebot Dev
Fetch code context from multiple code hosts (GitHub, GitLab, Bitbucket, etc)
Actors Mcp Server
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
Mcp Feedback Enhanced
Mcp Feedback Enhanced is an MCP server on MCP.so — view details, tools, and install instructions.
Vizro
MCP server to help with chat and dashboard creation.
Promptx
Promptx is an MCP server on MCP.so — view details, tools, and install instructions.
Lean Ctx
Lean Ctx MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Boost
Github Com Laravel Boost is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
com.microsoft/azure
Github Com Microsoft Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Mcp Chinese Getting Started Guide
Mcp Chinese Getting Started Guide MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
io.github.grafana/mcp-grafana
Mcp Grafana MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Grafana capabilities through the Model Context Protocol standard.
io.github.bytebase/dbhub
Dbhub is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Sem
Entity-level code intelligence for agents
Socraticode
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
Fastmcp Punkpeye
A TypeScript framework for building MCP servers.
Openshorts
Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube: AI moment detection, 9:16 reframing, captions and dubbing.
Linkedin Mcp Server
Linkedin Mcp Server is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Butterbase Oss
Full-stack backend platform MCP — provision apps, manage databases, deploy functions, and more.
Clypra
Clypra is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Server Msgbyte
Tianji: Insight into everything, Website Analytics + Uptime Monitor + Server Status. not only another GA alternatives
Arxiv Mcp Server
Arxiv Mcp Server MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Arxiv Mcp Server capabilities through the Model Context Protocol standard.
Google Workspace Mcp
Google Workspace Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Radar
Kubernetes observability and diagnostics MCP server for cluster health, workload diagnosis, logs, events, topology, audit findings, and remediation actions.
Mcp Scan
Security scanner for AI agents, MCP servers and agent skills.
Ableton Mcp
Control Ableton Live with AI prompts for music production, track creation, and session manipulation.
Markdownify Mcp
Markdownify Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Supergateway
Supergateway is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Solon
Solon is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Mcp Proxy
Mcp Proxy is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Cocoindex Code
An MCP (Model Context Protocol) server for indexing and querying codebases using CocoIndex. Features semantic code search with natural language queries, incremental indexing for fast updates, multi-language support (Python, JavaScript/TypeScript, Rust, Go, Java, C/C++, C#, SQL, S
Medplum
Medplum is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Metamcp
A self-hostable middleware to manage all your MCPs through a GUI and a local proxy, supporting multiple clients and workspaces.
io.github.brightdata/brightdata-mcp
Brightdata Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Brightdata Mcp Brightdata Com
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
Edgartools
Open-source SEC EDGAR toolkit. 11 tools and 7 research prompts covering every major filing type — 10-K, 10-Q, 8-K, Form 4 insider trades, 13F institutional holdings, Form D private placements, Form ADV investment advisers, DEF 14A proxy statements, SC 13D/G ownership, and NPORT f
Jcodemunch Mcp
Jcodemunch Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Server Volcengine
Huoshan Test is an MCP server on MCP.so — view details, tools, and install instructions.
Tavily Mcp
Tavily Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Mcphub
Mcphub MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcphub capabilities through the Model Context Protocol standard.
Mcp Server
An MCP server for interacting with the Financial Datasets stock market API.
Gemini Mcp Tool
A server for integrating with the Google Gemini CLI to perform AI-powered tasks.
Paperbanana
Paperbanana MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Paperbanana capabilities through the Model Context Protocol standard.
Lanhu Mcp
⚡ Boost Requirement Analysis Efficiency by 200%! The World's First Team Collaboration MCP Server Designed for the AI Coding Era. Automatically analyzes requirements, generates full-stack code, and downloads design assets.
Ios Simulator Mcp
A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
Mcp Router
Mcp Router is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.