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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
plapinski
MCP server for vibe developers that are too busy to run tests and static analysis.
yusufkaraaslan
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.
CCCpan
Chinese sensitive word detection MCP Server for social media platforms. Supports risk classification and safe replacement suggestions.
coffee-fuelled-code
Answer a few questions. Get clean, jurisdiction-aware privacy policies and terms of service.
nazimboudeffa
Work in Progress as I don't have a PREMIUM subscription to Claude
SIMOSphereOS
AI Governance Infrastructure for Microsoft 365. 24 MCP tools with policy enforcement, Need-to-Know compliance filter, revision-safe audit trail, and per-resource scope control. Deployed in your own Azure tenant — your data never leaves. DSGVO-first, EU AI Act ready.
SeshatLabs
Real-time prediction market intelligence for AI agents. Connect to Polymarket and Kalshi data — smart money leaderboards, wallet profiling (60+ metrics), social pulse signals, candlesticks, orderbook depth, and cross-platform market matching. 13 agents covering the full predict
Priyanshu-Prajapati
MCP-Mirror
Mirror of
oussama-kh
MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)
juny-klave
bighippoman
Give your AI the ability to read the web. Fetches URLs as clean markdown with 9
pomazanbohdan
A Model Context Protocol (MCP) server for generating UUIDv7 strings.
customjs
Host static HTML pages on a public URL, generate PDFs from HTML/Markdown,
horaciod
Vufind Api for Bibliotecas.uncuyo.edu.ar
tpp6me
MCP Server for Yatis
sonatype
The Sonatype MCP Server enables AI assistants to access Sonatype's comprehensive dependency intelligence directly within your development workflow. By integrating with the Model Context Protocol, your AI assistant can help you make informed decisions about dependencies, identify
a-25
Egomessss
mason-aug
haishen668
demwick
Trade, analyze, and automate Polymarket prediction markets via AI. 48 tools spanning market discovery, copy trading, smart money tracking, back testing, arbitrage scanning, risk management, and portfolio optimization.
dinosaur24
Remote MCP server for AI coding agents that need realistic synthetic test data. Agents can estimate usage, create loginless Polar checkout, claim an API key, detect schemas from SQL or JSON, list field types/templates, and generate JSON, CSV, or SQL test data.
junter1989k-ai
seldonframe
SeldonFrame is an open-source, MCP-native Business OS. One conversation in Claude Code or Cursor creates a live workspace — website, booking page, intake form, CRM, and an AI receptionist — on a real subdomain in about 3 minutes.
codescene-oss
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
krunal099
Affordlawyers is a B2B2C legal marketplace solving the $50B access-to-justice gap. Consumers get free AI-powered matching to licensed attorneys with transparent pricing. Attorneys pay a subscription ($99–$499/mo)
louiscklaw
this is a simple mcp server that helps user perform search in github
cced3000
一个支持图片下载和处理的 MCP (Model Context Protocol) 服务器,具有进度跟踪、批量下载和图片处理功能。
a2cr
MCP server for AI-agent handoffs. A2CR saves client-encrypted WorkBaton checkpoints and WorkStash notes so MCP-capable clients can resume work without passing full chat history.
shehdrbs123
Model Context Protocol server for sending messages via Discord webhooks
amrtini
MastadoonPrime
Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.
tiovikram
MCP server for Linear (
bkataru-workshop
mcp server with duckducksearch, web2md, and web2photo
GodZlayer
nim444
This project provides an **MCP (Model Context Protocol)** server for automating Android devices using [uiautomator2](https://github.com/openatx/uiautomator2). It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Androi
Br0ski777
Find professional email addresses from name + company domain. Tests 15+ patterns against MX records with confidence scoring. -- x402 micropayment API + MCP server for AI agents
edgarrmondragon
A MCP (Model Context Protocol) server for interacting with LimeSurvey.
akshay3001
Repo for MCP servers playground
ZLeventer
MCP server for Google Ads — diagnose spend efficiency, impression share, and asset performance from Claude.
s091648
使用 MCP server 上傳的練習專案
adbutler
MCP server for the AdButler ad management API — 36 tools for AI assistants
Writbase
A control plane for AI agents and human supervisors. Persistent task registry with scoped permissions, inter-agent delegation, and full provenance - all accessible via MCP.
xcape-inc
Metasploit MCP Server
YugantM
Pre-connect trust checks for AI agents, frameworks, packages, and MCP servers using HVTracker's public trust registry.
AI document editor for humans and AI agents: hosted MCP server with 38 tools, surgical edits that preserve formatting, real .docx and PDF export.
wrhlearner
An agent to converting tool to MCP servers
Options-Analysis-Suite
Options Analysis Suite is an options analytics MCP server for retail traders, quants, and AI assistants. Access 17 pricing models, all 17 Greeks (including charm, vanna, vomma, and second-order risks), GEX/DEX dealer positioning, IV surfaces with rank and percentile, volatility r
liuyazui
🚀 Base64编码解码MCP服务器:支持文本📝和图片🖼️转换,提供工具🛠️、资源和提示模板,完美集成到AI工作流程🤖
danielscholl
An experimental MCP server to use aider as a coding agent.
apifyforge
**Corporate deep research for AI agents** — this MCP server gives Claude, GPT-4, and any MCP-compatible AI client instant access to 7 live corporate intelligence sources: SEC filings, stock market data, legal entity identifiers, customer reviews, consumer complaints, web research
key
LibreAgent
LibreAgent AI Server is an Agentic Accessible Server for API communication with AI Service Providers and AI Services. It supports Google's new Agent 2 Agent (A2A) protocol as well as the MCP protocol. An API gateway is provided in the system for agentic ops.
tiovikram
MCP server implementation for X.com API with OAuth 2.0 support
dVelopment
Slack MCP Server with SSE transport
scottlepp
attilakiss9000
Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.
Vonage-Community
This server integrates a variety of Vonage's APIs as tools to help developers work with their applications.
MCP-Mirror
Mirror of
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.