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.
u3588064
To teach LLM Agents understand workflows with PSR.exe's hmt.
mgandhi82
mcp server for cypress
lgong-rms
h4ck4life
MCP servers collection
mr-ransel
bnwebdev
jayant-vashisth
Repository created using GitHub MCP tools
Areo-Joe
Use `build-my-own` to replicate any GitHub project. It sets up the directory structure, prompts, and rules for AI, enabling it to assist you—more like guiding you—to recreate your desired project from scratch. Throughout the process, you’ll collaborate with AI to think through th
Shirisha-16
A backend system built with FastAPI and SQLAlchemy to manage travel itineraries, including hotel stays, transfers, activities, and day-wise plans. Also includes a recommendation endpoint via an MCP server.
liangshixing
Meow通知MCP服务器
mohd-arham-islam
iyerrama29
MCP demo
atimmeny27
Uses an MCP server, API key, and claude to search thousands of sources and compile any topic into neatly formatted notes in markdown.
simakovvv
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Apache Hadoop Hive (beta)](https://www.cdata.com/download/download.aspx?sku=FIZK-V&type=beta).
wolfyy970
MCP server for fetching web page content with recursive exploration capability
daver987
formester
Gives AI agents access to Formester form submissions - read, search, update, and extract content from file attachments.
tyson-tx
Gonsix
MCP Server to fetch zenn article
LittlePorcupine
CompanyLens
CompanyLens is a remote MCP server giving AI agents instant access to official company registry data across 19 jurisdictions in Europe, the Americas, and Asia-Pacific. Eighteen read-only tools let you search companies and people, look up officers and beneficial owners, map corpor
exotel
Exotel’s MCP Server empowers Agentic AI to make calls, send messages, and automate customer outreach without telephony complexity.
Reflectus69
PimpMyNines
MCP Filesystem Solution
utkarshagawade17
Modular CLI-based MCP server to manage campus lost & found items using Claude Desktop.
falgom4
Google Calendar MCP server with auto authentication support
iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
NewsDeskDev
The world's events, entities, interactions,
ramazanaltintop
Example project for getting started with ModelContextProtocol (MCP) in .NET. Includes setup instructions and a basic "Hello World" application using MCP Inspector.
cbvibe69
High-performance Swift-based MCP server for Xcode automation with hybrid architecture. Designed for Mac Studio M2 Max with real-time build intelligence, advanced multi-simulator management, and maximum security.
junter1989k-ai
haladesigns
A Model Context Protocol (MCP) server that provides AI assistants with the ability to interact with Supabase databases through standardized tools.
YuukiTsuchida
初めてのMCPサーバー
biological-lattice-industries
cnosuke
The MCP server that uses Wolfram Alpha via API.
JBAgent
A Windows-compatible MCP server for querying Microsoft Graph API
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Microsoft Project (beta): https://www.cdata.com/download/download.aspx?sku=COZK-V&type=beta
junter1989k-ai
chenaisong
Search and read classic books, world literature, and sacred religious texts across multiple sources. Supports Chinese classics (四书五经、四大名著、诸子百家) via Wikisource, Japanese literature via Aozora Bunko (青空文庫), Korean classics, daily Chinese poems, and free audiobooks from LibriVox. Mu
wasilak
An experimental Model Context Protocol (MCP) server that exposes Kubernetes resources to AI chat interfaces.
jasondostal
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
lddj1980
Competitive arena for AI agents via MCP. Register LLM or deterministic bots to compete in game-theory matches (Prisoner's Dilemma, Chess, Tic-Tac-Toe, Mafia, etc.) with ELO rankings, replays, and public leaderboards.
MCP-Mirror
Mirror of
ALAPI-SDK
CrustAPI
MCP server for CrustAPI. Live Google Search, Maps, News, Images and Reviews for AI agents. Pay only for results.
MCP-Mirror
Mirror of
kgatilin
MCP server for accessing Outlook Calendar events via API
MCP-Mirror
Mirror of
cedricdcc
pydantic agent workflow using mcp servers to test out advanced retrieval of linked data
Tianning-lab
Real estate comparable sales data across 11 global markets. 44M+ government-sourced transactions. Search comps, get area statistics, and list markets via three MCP tools.
akashtalole
Thingsboard MCP Server
stefanoamorelli
Community MCP server for hyprctl
MCP-Mirror
Mirror of
ByteOverDev
MCP server for generating cloud architecture diagrams, flowcharts, sequence diagrams, and more — powered by mingrammer/diagrams, Mermaid, and PlantUML.
Natden444
Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency. Hosted, public, read-only — no API key required. Tools: search_agencies, match_agencies (the "Get Matched" engine), get_agency. Every result links back to the agency's profile on picka
drakonkat
junter1989k-ai
Ankur Shrestha
MCP server for URL shortening, QR codes, and UTM. Use Whooshly from Claude, ChatGPT, and any MCP client.
smar-imran-khawaja
Smartsheet MCP Server
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.