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.
nikolausm
MCP server for Hugging Face API integration - Access Stable Diffusion and other AI models
WandererJack1
About An MCP server that autonomously evaluates web applications.
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.
garrardkitchen
An .NET Aspire AI chat application that demonstrates how to chat with custom data (RAG - Event Driven) and context extensions (MCP Server) using an AI language model. .NET Aspire, RAG, Qdrant and MCP Server returning GitLab Groups based on search pattern
system32miro
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
jarrodcoulter
An example MCP server with a couple nmap scans as tools.
shettysaish20
Telegram AI Assistant Bot that responds to user messages using multiple MCP Servers
kajal452
A demo repository created by GitHub Copilot for Kajal Kumar Das.
andrewhuang427
Add mcp servers to vercel's open source ai chat
t-shiratori
This is a sample CLI chat application for an AI assistant using the Anthropic API in conjunction with an MCP client and MCP server.
mows21
Claude Desktop MCP Server - Local desktop AI agent with file access and notifications
Sequenzy
Sequenzy MCP enables AI assistants like Claude to manage your email marketing directly. Add subscribers, create AI-generated email sequences, send campaigns, and track analytics—all through natural conversation. Perfect for SaaS founders who want to automate email workflows witho
allvoicelab
Official AllVoiceLab Model Context Protocol (MCP) server, supporting interaction with powerful text-to-speech and video translation APIs. Enables MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents to generate speech, translate videos, and perform intelligent voice c
jasondsmith72
A browser automation MCP server for AI models like Claude and Gemini 2.5, enabling web browsing capabilities through natural language
Shailender-Youtube
Web Chat App which uses Azure AI Agent to connect to PostgreSQL using MCP-Server
PortFray
Guide to connect to Trade Agent's MCP server and trade stocks and crypto
Mechanicalgoat
akiojin
chew-z
MCP (Model Control Protocol) server integrating with Google's Gemini API
hedging8563
OpenAPI-generated native AI, multimodal media, files, and async tasks for MCP agents.
lucky-aeon
agent mcp server 社区
kani3894
Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.
SDCalvo
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent (`langchain_client.py`) that connects to the local FastAPI server via HTTP/SSE using `langchain-mcp-adapters` to discover and
thinkchainai
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
ankitrajkdnai
This is a Multi agent that utilizes MCP server to communicate and also Uses Azure Cloud Service
muxi1998
Algiras
paypal
okamyuji
🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor
AdadAlShabab
It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory m
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.
lulzasaur9192
18 MCP tools for AI agent infrastructure — persistent memory with FTS5, API drift detection with cron scheduling, and HMAC-signed trust receipts for audit trails
forgemeshlabs
Canonical travel-agent MCP server for Glama and MCP clients with FREE category discovery, creator experiences, day-trip and weekend planning, transit options, airport comparisons, timing advice, coverage requests, and x402 trip price guidance.
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
dominiquekossi
a complete and intuitive SDK for building MCP Servers, MCP Agents, and LLM integrations (OpenAI, Claude, Gemini) with minimal effort.
Amywith
daedalusdevelopmentgroup
DDG AI Agent Services
MatiousCorp
MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, and Cursor. Automate GAM operations with natural language.
gunpal5
SIGMAEO is a comprehensive SEO intelligence MCP server that provides 52 powerful tools for AI assistants like Claude and ChatGPT.
alwank
Enable your AI assistant to generate instant, shareable flowcharts and Sankey diagrams directly in chat.
vivid-money
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account directly from your AI chat.
jlazoff
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certify agents, register identities, and query a Neo4j-backed knowledge graph.
Yezery
MCP server for removing Gemini watermarks
shoggi211
Repair malformed JSON from LLM tool calls and agent-to-agent handoffs — fixes trailing commas, single quotes, truncation, markdown code fences, comments, and python literals, and can validate/coerce the result against a JSON Schema. Free deterministic tier; pay-per-call LLM fallb
doctorm333
Generate images, video, and audio directly in Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent.
CaullenOmdahl
MCP server that assists with builiding sveltekit tailwind apps
appykr
A FastAPI based Jenkins MCP Server to run with local Ollama LLM
linhai0872
MCP server that connects AI agents (Claude Code, Cursor, Codex) to Dida365/TickTick. 40 tools for tasks, projects, tags, habits, folders, and search — manage everything through natural language.
BitgetLimited
Gives AI assistants direct access to Bitget tools via the Model Context Protocol.
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
xiaolai
One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and personality.
raunakkathuria
Spell and grammar checking for AI assistants via Model Context Protocol. 100% offline spell check (zero tokens, zero API calls) using nspell. BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible
carvectorio
Give your AI agent real vehicle data. An MCP server that lets Claude, Cursor, ChatGPT, or any MCP-capable client query the CarVector API natively — vehicle specs, representative images, federal recalls, and OBD-II diagnostic trouble codes.
dumbspacecookie
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
autonsol
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email (send/inbox), and music generation. Free tier: 3 web searches/day. Pro tier: all tools, pay-per-use via x402 micropayments (USDC on Base mainnet, $0.01-0.15/call). No subscription, no API key needed.
eZhing
Business management platform controlled entirely through conversation. Describe your business and AI builds your complete system — tables, views, dashboards, reports, chatbot
ravirdp
AI search intelligence + full Ahrefs-class SEO suite as 59 MCP tools. Brand tracking across all 5 AI engines (ChatGPT, Google AI Overview via vision-parsed screenshots, Gemini, Claude/Brave-grounded, Perplexity) with persona-anchored 50-cell weekly Brand Radar dispatches. Bundles
bittlebitsai
At BittleBits, we build AI visibility and Generative Engine Optimization (GEO) tools that help companies optimize their content for AI systems like ChatGPT, Claude, Gemini etc. We’ve developed a proprietary AI model that analyzes how AI systems evaluate, trust, and cite content i
DeibyGS
Local daemon that tracks Claude Code and OpenCode sessions in real-time. Exposes an MCP server so Claude can query its own usage mid-session: quota status, session cost, top tools, weekly insights, burn rate, and model breakdown. No cloud, no accounts — everythin stays on disk.
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.