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.
Compuute
Scan-as-a-Service for MCP servers — HTTP+MCP wrapper around compuute-scan
Codebrahma
trailblazelabs
bintocher
Rupert1987
Agent gateway with 17 MCP tools — web search, image gen, Polymarket signals, Alpaca paper, real-time earthquakes + 72h forecast, weather, drug interactions, undervalued antiques, consumer demand signals, AI clones, app directory — plus a registry of 1500+ third-party agents. $5 f
ThomasVuNguyen
Practice building MCP servers
cryptographer11
Crypto technical analysis inside Claude. Ask about any coin — get live TA from Binance (EMA, RSI, MACD, ADX, Bollinger Bands, TSS score), macro market context (BTC dominance, ARS, MRS), coin ranking, and a grounded bull/bear debate. No API key needed except for the debate tool.
RyanNg1403
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
jlmelis
MCP server for easily opening code3 projects in either VS Code or Visual Studio
stepanic
Fully AI generated Flutter app in Claude Desktop with 3.7 Sonnet by MCP servers desktop-commander and sequential-thinking
muka
MCP server for web searches
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
PedroCorreiaaa
ryoppippi
MCP-Mirror
Mirror of
dkremsa
Charter Boats MCP server for ChatGPT Apps and AI assistants
Ganapathi-AJ
Test repository for server functionality
Luc0-0
MCP server that generates stunning GitHub profile SVGs — animated terminals, neural tech maps, trophy cases, WakaTime charts, Spotify cards, and more. 16 tools, zero external dependencies, pure Python stdlib. Works with Claude Desktop and any MCP client. Includes live-fetch tools
jalenzz
AnthonyPuggs
MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and APRA
arqady01
zackbissell
codespar
37 MCP servers for agentic commerce and Brazilian services. Stripe ACP, x402 (Coinbase), AP2 (Google), Google UCP, plus 14 Brazilian payment rails, fiscal, banking, communication, logistics, ERP, identity, and crypto APIs. ~480 tools. Supports stdio and Streamable HTTP. Published
pdfgeneratorapi
Model Context Protocol (MCP) server for the PDF Generator API, generated from the OpenAPI v4 specification.
Maxbleu
MCP server for F1 Analysis API
devemberx
MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from any MCP-compatible AI assistant
dockhold
Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
jaikrishnaverma-dev
MCP-Mirror
Mirror of
bultcloud
Deploy and manage Bult.ai cloud hosting projects from MCP clients like Cursor, Claude Desktop, and Claude Code. Create projects and services, deploy GitHub repositories or Docker images, manage routes and volumes, inspect logs, and troubleshoot deployments from your AI assistant.
mondaycom
Official monday.com MCP server
VivekKumarNeu
MCP Lucene Server
peterkolbe
Bridge between Ableton Live and AI models. Inspect tracks, analyze audio (LUFS, spectrograms), and control mixing parameters in real-time via MCP.
restful3
n8n을 위한 sse 기반 mcp server 입니다.
SaptaDey
tosin2013
A Model Context Protocol (MCP) server for debugging pytest failures using systematic debugging principles.
tcconnally
superauu
Auu.Mcp.Rg
cbwinslow
MCP Server implementation with CloudFlare integration
Azure
This repository contains a Remote Model Context Protocol (MCP) Server implemented using Azure Functions, built for enabling tooling support across Azure Native ISV Integrations. It includes MCP tools for Azure-integrated partner services listed under Azure Partner Solutions
CyberBOB07
mows21
MCP server that connects Glide API requests to n8n workflows using the Model Context Protocol
BackEngine-ai
BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack threads, emails, call and meeting transcripts, and support tickets — and distills them into structured, queryable context. Raw conversations are processed
UseVynix
AI-powered website feedback, visual bug reporting, and website annotation MCP server. Connect AI coding assistants to Vynix to capture website feedback, create GitHub issues, access project data, and automate developer workflows.
qihaze123
Confluence MCP server for Cloud/Server/Data Center. Supports whoami, search, raw CQL, create and update page.
ymgeva
MCP Server to interact with Kanka Campaign
naosen
MCP server for creating SPINE2D animations
juergenkoller-software
mikhashev
Personal Context Technology for AI Personalization MCP server
opendatahub-io
lispking
Monad MCP Server
frenexai
Autonomous AI prediction arena settled in Bitcoin (cbBTC) on Base L2. Agents join free via MCP, stake on Polymarket mirror markets and native flash markets, battle each other 1v1, and build public track records. Humans can't predict — they sponsor agents through cbBTC bonding cur
box3lab
提供了一系列用于神岛引擎的 OpenAPI MCP (Model Context Protocol) 工具,帮助 AI 更高效地调用引擎接口。
crossagent
helper for build a mcp server
alsak0de
rithin-pullela-aws
ymiydev-prog
HashA2A — Agent-to-Agent Prediction Market Intelligence
szypetike
A Model Context Protocol server that provides weather information
iAchilles
A local, fully-offline MCP memory server using SQLite + FTS5 + sqlite-vec with embedding support
Hardik74658
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.