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.
JessieJanie
x402-native clean reader. URL in → markdown out. $0.002/call, no signup.
InsForge
InsForge is a backend platform for AI-driven development. It provides the core building blocks for modern apps — including Auth, Database, Storage, and Functions. It offers production-grade cloud infrastructure out of the box, serving as an alternative to AWS.
verIdyia
loong95
让 AI 助手能够通过 Maven 坐标浏览 JavaDoc 文档
flexorch
FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full pipeline: classify → extract fields → mask PII → export JSONL or RAG chunks, with PII detection across 10+ locales (TR, DE
imaginpro
A fast and powerful MCP (Model Context Protocol) server that brings ImaginePro AI image and video generation capabilities to your AI assistants like Claude, enabling seamless creative content generation through natural language.
zhaozp666
junct-bot
Market data, order management, and portfolio queries via Coinbase Advanced Trade.
shayaShav
An MCP server that flattens Claude Code sessions — keeping every prompt and event verbatim while reclaiming context tokens, so you resume the exact same raw conversation at a lower token count instead of compacting it into a lossy summary. It moves bulky tool output (large file r
k-yenko
This project wraps an MCP (Model Context Protocol) around Rowan's tools, making it easy for users to submit complex chemistry and biology calculations in natural everyday language.
EiceblueCloud
Shentia
An intelligent Model Context Protocol (MCP) server that automatically generates comprehensive unit tests for Angular, React, and Next.js projects using Jest, Karma/Jasmine, or other testing frameworks.
mudit14224
A powerful MCP (Model Control Protocol) server for preprocessing and analyzing CSV files. This server provides a suite of tools for data manipulation, visualization, and analysis.
wertpoiu
mtane0412
A Model Context Protocol (MCP) server that provides tools for interacting with the Twitch API using the Helix API.
peterchappy
Sample MCP server for learning purposes
a1740942002
AI-Template-SDK
wllrdev
Search, trending, topics, and local news all in one MCP server. Article previews, deduplication, source filtering, and 40+ languages built in.
johndavedecano
A Model Context Protocol (MCP) server that provides access to the Philippine Standard Geographic Code (PSGC) API, offering hierarchical geographic data for the Philippines.
AgentTorch
AgentTorch MCP Server - Imagine if your models could simulate
falahgs
goofansu
My MCP servers
sedyh
Ebitengine MCP server for Cursor
paulobrien
MCP-Mirror
Mirror of
patsnap
PatSnap Advanced Patent Search MCP is a Model Context Protocol server that connects AI agents to PatSnap's Advanced Patent Search capabilities. Provides flexible and in-depth advanced patent search capabilities. It supports semantic, similarity, image, patent-number, nested-query
leivyblackcold
An MCP server for fetching URLs / Youtube video transcript.
pyleeai
githubpradeep
vyasa1986
huntunman
Generate production-ready MCP servers from any source: OpenAPI/Swagger specs, GraphQL APIs, codebases, CLI tools and websites. Powered by LLM enrichment. Requires a mcp-forge license key.
aethynio
Browser MCP to use custom proxies for scraping by AI Agents
kelnixsolutions
Description: Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision
rocnubie
Soora FR is a French-language platform for AI video generation, giving francophone creators direct access to a suite of modern video models — including Sora 2, Kling, Veo, Seedance, PixVerse, and Runway — through a single interface.
Sunwood-ai-labs
chris-sun-star
A simple MCP server for Kubernetes
bimalpaudels
A Model Context Server providing simple features to automate python script execution via LLMs.
Synter-Media-AI
Synter gives AI agents full control over 14 ad platforms, create campaigns, adjust budgets, generate creatives, and pull performance data across Google, Meta, LinkedIn, TikTok, Reddit, and more. The only cross-platform ad MCP server with read and write capabilities.
matiasdaloia
jackccrawford
Open-source MCP server that gives Claude persistent memory. Your AI keeps your standards, decisions, and reasons across sessions. Recalled by meaning, not keywords. Runs fully local: on-device semantic search, no cloud, no API keys. macOS, Windows, Linux. MIT.
ofershap
serkan-ozal
A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.
johngrimes
Debug JavaScript and TypeScript applications through the Chrome DevTools Protocol with full source map support.
lurantys
A collection of my favorite MCP (Master Control Program) servers
hekmon8
Official command-line interface for Vernclaw Connectors. Vernclaw Connect CLI gives AI agents and automation scripts JSON-first access to SEO metrics, YouTube research, X/Twitter readers, Product Hunt discovery, web sear
MSAdministrator
A Model Context Protocol server for enriching data from multiple security products
MCP-Mirror
Mirror of
flatirontek
Vybit is a push notification service that uses personalized sounds that you record or choose from thousands of searchable sounds. The information is in the sound!
tjwyz
nationalteam
zxw94FE
测试 vercel-mcp-server 是否成功的项目
Odds7
islobodan
Cruncher MCP: The Scientific Calculator MCP Server
Youtube-Transcript-Dev
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and power AI assistants with YouTube content.
kevindarstNBB
Search thousands of horse boarding facilities and trainers across the US.
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking
yunkee-lee
MCP connects to the Kakao Local API and Kakao Map. 카카오 로컬 API 및 카카오맵에 연결하는 MCP 서버.
Akrog
An OpenStack MCP server PoC
kongo97
A lightweight MCP (Model Context Protocol) Server implementation exposing custom tools via SSE for integration with AI clients.
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.