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.
npmjs
Sports Scores & Live Data MCP Server
Luke Stahl
Exposes Solar's component registry as MCP tools — agents can discover, inspect, and validate components at runtime
Shuangshuang007
Workopia is a free MCP server providing three AI-powered tools:
OjasKord
Check whether a task can run on a local model instead of cloud before every inference call. Saves money on every call that does not need cloud.
hachecito
w-jeon
MCP-Mirror
Mirror of
xiquyila
Sunz666
Playwright MCP server project
protagolabs
A Model Context Protocol (MCP) server that parses PDF files from a given URL into structured formats.
SyncSpider-GmbH
B2Bware MCP server that connects MCP-compatible AI clients to the B2Bware Datahub API. Supports product search/listing, customer lookup, cart upsert with optional custom line-item pricing, robust order sorting (e.g. -id, -_created_at), and checkout with explicit shipping/billing
NormiHQ
Access 17M+ geocoded French property transactions (DVF) via MCP. Search properties, get market stats, find comparables, track price trends, compare neighborhoods, and generate heatmaps. Data from 2014 to present, updated semi-annually.
slookisen
Sergiolm17
y-yahiaoui1406
Real-time data resolver for autonomous agents. 1M+ endpoints covering 200 countries, 169k cities, economic indicators, FX, weather, biodiversity, seismic data. Africa/MENA depth. x402 payments on Base Mainnet.
stepanic
Fully AI generated Flutter app in Claude Desktop with 3.7 Sonnet by MCP servers desktop-commander and sequential-thinking
auralogs-ai
Hosted, read-only MCP server for Auralogs production logs. Agents search logs, inspect errors with full stack and metadata, and review AI analyses (diagnosis, suggested fix, PR link) over Streamable HTTP with a project-scoped read key. Free tier: 10,000 logs/month.
TranscriptMagic
TranscriptMagic is a remote MCP server that lets AI assistants — Claude, Cursor, Windsurf, Cline, ChatGPT, and any Model Context Protocol client — generate transcripts from YouTube videos, YouTube Shorts, TikTok videos, Instagram Reels, Instagram posts, and Facebook videos. Trans
JonesRobM
PhysBound is a specialized "Physics Linter" for AI that deterministically validates RF and thermodynamic claims against hard physical limits, preventing hallucinations in engineering workflows.
GTCC777
51 AI-powered Intelligence verticals - finance, immigration, legal, health, crypto, real estate, careers, travel, compliance and more. x402-native, pay-per-query via USDC on Base. No API keys, no subscriptions.
Mays-JL
mkprevo
MCP server for stata do file
guptaprakhariitr
MCP server for multi-carrier-tracking-mcp — see README
MCP-Mirror
Mirror of
199-biotechnologies
Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and speaker analytics
donaldmucci
ZenWayne
mcp server frarmwork written in c, developing efficiently and effortlessly
wangcf-yf
tomekkorbak
prmail
WellPulse MCP is a plug-and-play intelligence layer that turns raw wellbeing data into clear, actionable insights for AI systems. With a single integration, it connects your copilots, agents, or dashboards to both trusted public benchmarks (like CDC PLACES) and your organization’
OctopusDeploy
The Octopus MCP Server provides your AI assistant with powerful tools that allow it to inspect, query, and diagnose problems within your Octopus instance, transforming it into your ultimate DevOps wingmate.
RyanNg1403
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
peterparker57
GitHub MCP server with enhanced file management capabilities
noreuzis
DataHub MCP Server implementation with FastMCP 2.6.0
Vortiago
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
MCP-Mirror
Mirror of
kacase
An MCP Server for Microsoft Outlook using GraphAPI
grulex
grpc-invoke-mcp is an MCP server for calling gRPC methods from AI agents like Claude Code, Codex, Cursor, and other MCP-compatible tools.
uupt-mcp
UU跑腿核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的同城配送服务商。
sicxz
Paid MCP server that evaluates typography accessibility beyond what axe and Lighthouse catch. $0.05 USDC per evaluation via x402 on Base mainnet.
schmkls
aweher
MCP server to play with IA and containerlab instances
lukeage
Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable.
folkward99
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
quang-pham-dev
My MCP Server POC
rose201107059
MCP-Reasoner
Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving
panzhenyao
MCP server
ArchBlizzard
indiano881
boyso
We're creating a directory site for discovering MCP servers, along with sharing 100 ways to master Claude Code, MCP, and creative uses of computers.
cargofy
Open-source MCP server for logistics. Runs inside your security perimeter — connects to TMS, ERP, email, and documents. Gives AI agents deep context about shipments, carriers, rates, and routes without data leaving your infrastructure.
tamago-labs
Serverless-based MCP server implementation for Sui blockchain using zkLogin
himanshuteotia
damionrashford
Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.
wjquigsAZ
MCP server to gather AWS cost information for VBR repositores
cloudbarista
nielsenfonseca
Financial MultiAgent Colaboration with MCP Server with Tools
wubbyweb
MCP server setup
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.