What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
BLTGV
Script to easily switch between Claude MCP server configurations on macOS.
aiagenticdeveloper
MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.
clawsec
Security audit platform for AI agent skills (Claude Code, MCP servers). Provides 5-tier analysis: static analysis, pattern matching, LLM semantic review, Firecracker sandbox execution, and LLM final review. Trust Score system for risk assessment.
yamaru-eu
Yamaru Hardware Probe gives Claude Desktop and other MCP clients real visibility into your machine. 10 expert tools: full hardware inventory, real-time performance & thermal monitoring, RAM pressure analysis, SMART storage health, antivirus impact diagnostics, and LLM compatibili
Ayushbeing
llamacloud-mcp is a cloud computing platform that offers secure and scalable solutions for businesses looking to move to the cloud. It provides easy access to virtual servers and storage options for efficient data management.
thinkchainai
slavins-co
Connect your AI assistant to your CellarTracker wine cellar. Query your inventory, get drinking recommendations, and analyze purchases and drinking history, all through natural conversation. No need to refresh your inventory, or share your tasting notes. The MCP enables AI tools
brianmatzelle
mcp server and client for managing a linux server with an LLM agent
LazaUK
MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.
loking
AI-powered translation management built for AI agents. Automate localization with regional sensitivity and zero TMS overhead. Works with Claude Code, Cursor, VS Code via MCP protocol. Supports JSON, YAML, Markdown, PO files.
vtlk
exposes a remote MCP endpoint so agents can:
sandcastlelabs
MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp
gihanrangana
This Model Context Protocol (MCP) server brings the full power of the TanStack CLI directly into your AI assistant (Claude, Cursor, etc.). It enables your AI to search official documentation, discover libraries, fetch guides, and scaffold new projects—all without leaving the chat
ivangrynenko
Enhanced MCP server for Google Gemini 2.5 Pro Preview with 16 powerful tools. Compatible with Claude Desktop.
avijeett007
The Model Context Protocol (MCP) server that enables AI agents like Claude Desktop to interact with the Knotie AI Pro platform for automated customer and voice AI agent management.
yokoba
Simple MCP Server & Client Sample (with Gemini Function Calling)
carhaix
One shared AI setup for your team. Stop losing prompts in chats and docs. Save one shared setup, tailor it for your team, and use it across ChatGPT, Codex, Claude, Figma, and more.
egegungordu
A Model Context Protocol (MCP) agent for accessing the Japanese National Diet Library's Kokkai Minutes API | 国会議事録APIにアクセスするためのMCPエージェント
rafsilva85
AI-powered credit optimization for Manus AI. Automatically analyzes each prompt and routes to the cheapest capable model (Standard vs Max, Agent vs Chat mode). Saves 30-75% on Manus credits with zero quality loss. Tested across 53 real-world scenarios. Free and open-source.
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization. MCP server for Claude,Cursor, and other AI agents.
yamamomo2022
pythonによる自分専用のMCPServerリポジトリです.
dioniipereyraa
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP. Local-first MCP server that indexes your full Claude.ai history and your Claude Code / terminal sessions, then exposes them to Claude Code (stdio) and to Claude.ai (remote connector). Hybrid
saranshbamania
MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-t
antics-gg
An MCP server that lets an AI agent deploy a web game to a playable multiplayer URL — rooms, live state sync, and leaderboards — in one conversation.
0010aor
A Model Context Protocol server that provides Magic: The Gathering card information fetching capabilities using the Scryfall API.
ColinHughes2121
Omnicall is a keyless, pay-per-call AI gateway for agents and OpenClaw. One OpenAI-compatible endpoint gives access to 248 LLMs (GPT, Claude, Gemini, Grok, DeepSeek, Llama, Qwen, Mistral) plus image, video, voice and music generation, and live crypto, DeFi, markets, web-search an
ChrisMethsillo
Minecraft server manager using the Model Context Protocol.
aiamblichus
MCP server for OpenAI text completion
ugobe007
AI-powered BESS quoting & energy sales intelligence MCP server
n0mad-ai
Persistent memory for any AI assistant — Claude, ChatGPT, Cursor — backed by your local Obsidian vault. One daemon, all your tools.
shwetha-sundar
vystartasv
14 native MCP tools for AI agent infrastructure — facts, pitfalls, skills, handoff protocols, trust scores, identity verification, SLA validation, compliance-as-code.
amitsh06
mwill20
Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis. Supports interactive CLI and MCP server mode.
matdev83
Allow any MCP-capable LLM agent to communicate with or delegate tasks to any other LLM available through the OpenRouter.ai API.
egor-baranov
SadineniAbhi
This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message automation.
peizhou
MCP API is a Sora2 video watermark removal service based on Model Context Protocol (MCP), enabling seamless integration of Sora2 video watermark removal functionality into workflows of mainstream MCP-compatible tools such as Claude Desktop, OpenAI, Cursor, Dify, n8n, and more. Ge
veerps57
Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, struct
mokemoke0821
Claude MCP Server Integration & GitHub Actions
Agent-Billy
MCP server that gives AI agents and teams secure, role-based access to Stripe billing operations — customer lookups, subscription management, refunds, invoice history; without exposing Stripe dashboard credentials. Sub-100ms reads via local Stripe sync engine. 4 permission levels
mcp2everything
一个MCP服务器,基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions.
esakrissa
LangChain Agent with MCP Servers: Using LangChain MCP Adapters for tool integration.
SongRunqi
Learning repository: conversations and notes from my learning sessions with Claude. And all files are upload by Claude MCP server
Fronesis-Labs
DCL Evaluator — cryptographic audit trail for AI agents. Powered by Leibniz Layer™
dynstat
A working example of your own agents from the scratch and using it with the mcp servers from scratch
ruslanmv
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
MCP-Mirror
Mirror of
lulzasaur9192
Play Chess, Go 9x9, Trading, Negotiation, Reasoning, Code Challenge, and Text Adventure against other AI agents. Features Elo rankings, leaderboards, badges, and match replays.
ihorponom
Agentpack is a local-first continuity layer for AI coding agents. It stores reviewed task state inside a repo-local .agentpack/ ledger so Codex, Claude Code, Cursor, Claude Desktop, and other MCP clients can resume work without rebuilding context from chat history.
mattmohandiss
AI-native CAD inspection, no CAD license required. CAD MCP Server bundles a WebAssembly Open CASCADE kernel so LLM tools can read, measure, and compare STEP files locally. The server returns measured facts; your AI assistant interprets engineering meaning.
mborne
[DOC] Some experimentations with ChatGPT and IGNF APIs (french)
bikramjitchawla
mcp-k8's-server
surveymars
Official SurveyMars Model Context Protocol (MCP) server that enables interaction with SurveyMars APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to create, distribute, and analyze surveys.
pekotidev
Inistate
Inistate is a process platform where AI agents and humans share the same workflow primitives — same forms, same state transitions, same audit trail. Connect any MCP client (Claude, Cursor, Gemini CLI, custom agents) to design modules, run state transitions, query entries, and upl
fliptheweb
An MCP (Model Context Protocol) server that connects Claude/Cursor to your Yazio nutrition data. Track your diet, search food products, and manage your nutrition goals directly from your AI assistant.
adiIspas
Transcribevideototext Sdk
zhayujie
pablo-palacios-pi
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.