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.
diegobit
SImple MCP server to manage your aranet4 device and local db.
qiangge2008
shridharMe
mcp server with amazon bedrock agent
avarant
an mcp server for interacting with canvas
isaacphi
Model Context Protocol (MCP) server with a resource for each file in a workspace
Dkuaik
In this repository I want to create my personalized tools for llms
key
gucci10248
50+ biomedical databases unified behind one MCP
wasuwa
wrike mcp server
add-later
yhwang
A MCP server which provides tools function to insert into and query data from the Milvus vector database.
kpi-zone
zzerding
lisamaraventano-spine
23 MCP tools for AI agents. 13 free developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron, ETH). 7 paid creative tools. Browse and buy from 218+ digital goods across 22 shops at substratesymposium.com. Free tools get agents in the door, the cultural district keeps th
jarle
MCP server for reliably reading code rules into Agentic AI context
ashhack
MCP Server with Prompt, Tools for Analytics
flinstonedev
QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspec
hamasato0000
benswork-space
MCP server for government-surplus auction data: live listings, sold-price comps, and Flip Score resale signals.
liyongfen
包含两个工具:
tky0065
Enhanced Spring Documentation Access
AnasSiddiqui18
A simple MCP client/server setup.
jprealini
With an already setup Cypress framework, pass the URL of the page you need to create a Page Object class and test cases for, and it will create the page object class with all locators, action methods (type, click), get methods, and main workflow methods, and a test file (cy.ts or
phoityne
pty-mcp-server
sam55silver
A demo project connecting AI assistants to a Todo app using Model Context Protocol. Features React frontend, FastAPI backend, and Claude Desktop integration.
enjoyzl
DaleCameron
MCP Server for Notion
pmarmaroli
Vocametrix is an MCP server that brings clinical-grade voice analysis into any MCP-compatible client (Claude Desktop, Cursor, Zed, Windsurf). It exposes more than 40 endpoints covering AVQI, DSI, CPP, HNR, jitter/shimmer, formants
ConnectingDotsTech7
A sample MCP Server for exposing Bank API
setyolegowo
Spysailor
Implementation of OpenAI MCP Server
elfa-ai
Elfa MCP Server
minhoyoo-iotrust
apifyforge
Financial crime screening MCP server that connects your AI agent or compliance workflow to 13 live data sources for AML/CFT due diligence. Give it an entity name and it returns a structured AML Risk Tier — LOW, MEDIUM, HIGH, or PROHIBITED — with dimensional scores, SAR filing rec
seonghoo1217
Java 환경에서 MCP 서버를 구축하여 Claude Client와 연결해보자
ankitmishralive
A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also includes an example client application that demonstrates how to interact with the MCP server using the mcp_use library.
g-digital-by-Garrigues
EAD Enterprise Suite MCP bridges MCP clients (Claude, Cursor, etc.) to EAD Trust's complete enterprise platform. The 39 tools cover signature workflows (create → add docs → add participants → coordinate → activate → cancel → retrieve), certified evidence management with sealing a
kesslerio
Model Control Protocol (MCP) server for YOURLS URL shortening integration with Claude Desktop
unsimpledev
MCP Server que se conecta a Coingecko
rahul-roy-glean
MCP Server for Glean Chat
merkleworks
Use:
apifyforge
Elder care facility intelligence delivered as a Model Context Protocol server — assess any nursing home, assisted living, or memory care facility in seconds from your AI client.
thrill2212
Description (EN):
Mancasvel
Relay16 is a modern Nostr social client that integrates AI-powered tools through MCP servers for enhanced social media experiences.
Jdchjq
gaopengbin
MCP server that enables AI agents to control CesiumJS 3D globe with natural language. Supports camera flight, entity management, imagery layers, terrain, GeoJSON, trajectory playback, and interactive picking. Works with Claude Desktop, VS Code Copilot, Cursor and any MCP-compatib
kelnixsolutions
Description: Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision
vk0dev
Local-first Claude Code cost analyzer. Parses JSONL session logs to surface per-tool spend, daily trends, and optimization hints.
MaterializeInc
fyimail
chin3
This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional Brave MCP plugin server 🧠 Two collaborating agents: Searcher and Synthesize
akaiserg
A simple MCP (Model Context Protocol) server that exposes terminal commands and access to pictures.
LegalEngineering
Access official Slovak business register data (RPO). Query 1.4M+ legal entities by name, IČO, or municipality. Returns company details, statutory representatives, shareholders, and business activities. Built on open government data (CC-BY 4.0).
FabianGenell
RedCiprianPater
NWO.CAPITAL is a multi-domain MCP server exposing 201 tools across 30 categories behind one Render-hosted endpoint with on-chain identity on Base Mainnet. Tools span autonomous-agent infrastructure, humanoid robotics + ROS2 control, biometric identity (ECG-based, soul-bound NFTs)
ronakkhandlwl
MCP (model context protocol) server to fetch latest news
easdkr
nest.js naver api mcp server
bigbugAi
MCP server exposing BigBugAI tools for trending tokens and token analysis.
pj8
wertpoiu
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.