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.
josharsh
Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.
subramanya1997
The unified MCP server platform for production AI agents. Enterprise-grade authentication, monitoring, and deployment in minutes.
leandro-jm
MCP Server para pesquisar em um API externa de uma aplicação web
BCusack
A comprehensive Model Context Protocol (MCP) server that provides full access to Bybit's v5 API. This server enables AI assistants to fetch real-time market data, execute trading operations, manage positions, and access account information from the Bybit cryptocurrency exchange.
dlipka
thanhENC
Crawlio-app
100-tool browser automation for AI agents via MCP. Screenshots, DOM inspection, network capture, form filling, cookie management, tab orchestration, session recording, and structured data extraction via Chrome extension. One-command setup: npx crawlio-browser init auto-configures
ahmedmusawir
Simple POC Projects w/ stdio transports for Desktop
harshwardhanpatil-8010
MyBlockcities
Goose AI with MCP Servers
radial-hks
MCP Server PROJ (cartographic projections and coordinate transformations )
UnitaryLabs
sanctifai
MCP-Mirror
Mirror of
Sychev-Lab
MCP Server for Sychev Lab - Products, Articles, Tutorials, and Commerce
apifyforge
**UK regulatory intelligence across 8 government databases** — this MCP server gives AI agents a single interface to query Companies House, UK Police crime data, Food Standards Agency hygiene ratings, Land Registry, Charity Commission, Environment Agency waste carriers, flood war
Cyanty
A multi-platform one-click article publishing tool for MCP Service.
aditya1
MichiganBricks
Look up LEGO minifigure prices, search 18,000+ minifigs by name or theme, and identify minifigures from descriptions. Powered by brick'em (brickem.io).
DataBassGit
A template MCP server to easily deploy tools, resources, and prompts for agents. From the AgentForge team
MCP-Mirror
Mirror of
Whitefield-Labs
Personal CRM for your AI assistant — search contacts, manage notes and tags, sync Google and Microsoft calendars, import LinkedIn connections, and bulk import contacts.
lucky-aeon
agent mcp server 社区
LeoMainini
xavieryang007
# Database MCP Service
sinditech
Java Implementation of Anthropic's Model Context Protocol Server
mergedao
arpit-patel1
Noquarter6
Real-time contractor license verification across 45 US states. Verifies license status, expiration, and disciplinary history directly against state licensing board portals.
cyberutkarsh
Repo to hold Aisera Public MCP Servers
ndellamaria
LOFT228
This MCP server allows to check the MONAD network data
brnardo
Adamkadaban
MCP Server for OpenLabs API
Bitget-AI
TypeScript SDK with 89 Bitget UTA ops as LLM-callable intent tools
zeddkhan03
A server that integrates WhatsApp with the Model Context Protocol (MCP), enabling AI-driven interactions. It allows searching, reading, and sending messages, including media, while storing all data locally in an SQLite database. Integrates with Claude or Cursor for enhanced funct
Archerkattri
krtw00
A self-hostable all-in-one planner combining calendar, notes, todos, and bookmarks. Built-in MCP server lets Claude Desktop, Cursor, and any MCP client operate your personal data via natural language. Single Go binary, MIT licensed.
mingdaoai
MCP Server to Generate Image
apifyforge
Research integrity screening MCP that connects Claude, Cursor, and other AI agents to academic fraud detection across 7 live data sources.
surana-mudit
MCP server for google calendar
AgenticEmail
Hosted email for AI agents over MCP. Create inboxes on the fly, then send, receive, and reply to real email with scoped API keys. Remote streamable HTTP server at https://api.agenticemail.dev/mcp - nothing to run locally. Docs: https://agenticemail.dev/docs/mcp
jasondk
jaktestowac
This repository provides an empty Playwright test framework that was designed to test AI and Playwright MCP (Model Context Protocol) in course
Sprintra-io
AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories,
MCP-Mirror
Mirror of
negrienko
Elixir library for working with IBAN numbers (parsing, validating, checking and formatting)
goyatparmod
sse base remote mcp server and client
quizlar
Quizlar is the learning MCP server. It turns whatever source the user brings — a YouTube lecture, a PDF, a URL, a textbook passage, or a pasted block of notes — into flashcards, then runs
kk0811852-gif
GhostLex is a specialized Legal AI engine built for Indian litigation under the new BNS, BNSS & BSA frameworks. Plug it into Claude, Cursor, or ChatGPT and get exhaustive legal memorandums with Supreme Court precedents, old-to-new law mappings, and DPDP-compliant auto-formatting
AIMIZING
A lightweight MCP server that fetches weather data from Naver and relays it to Claude or other AI agents.
Altinn
Model Context Protocol Servers from Digdir
ivoryzh
IvoryOS is a Python-based unified robot control web interface, developed for user-friendly workflow design and control for Self-Driving Labs (SDLs). It works by introspecting the Python script, dynamically searching for available module and their method. The methods are available
astandrik
TypeScript stdio MCP server for operating Docker-based local-ydb deployments via local or SSH-backed profiles. Supports bootstrap, diagnostics, auth hardening, schema permissions, storage workflows, dump/restore, upgrades, and plan-first mutating operations.
Outblock
Flow blockchain tools for Model Context Protocol (MCP)
MCP-Mirror
Mirror of
apifyforge
Academic research technology scouting, university tech transfer intelligence, and lab profiling — delivered as an MCP server your AI agent calls directly. Connect to 8 live academic databases simultaneously: OpenAlex, ArXiv, USPTO, EPO, NIH, Grants.
jongall45
VC follow intelligence for AI agents. Track what top investors follow on X — detect new follows, convergence signals, and trending companies before they're announced.
wylu1037
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.