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.
big-mon
独自のMCPサーバーを構築するチュートリアルを試した際の勉強用リポジトリ
JoaoMartins-callmeJohn
Repo to test mcp server with claude
apifyforge
Sovereign debt crisis modeling for AI agents and LLM workflows — this MCP server delivers eight academically-grounded simulation tools spanning default dynamics, contagion networks, fiscal sustainability, restructuring design, speculative attacks, and political regime transitions
z-waterking
一个本地访问PGSQL的MCP Server
MCP-Mirror
Mirror of
bitscorp-mcp
Adjust Reporting API
sathizz7
Mcp ocr server
ampactor-labs
Quick safety screening for any Solana SPL token. Returns: risk score (0-100), risk level (LOW/MODERATE/HIGH/CRITICAL/EXTREME), human-readable summary, token name/symbol, whether authorities are renounced, trusted_authority (true when active authority belongs to a known issuer lik
arthurpanhku
AIQBee
AI knowledge graph for architecture, portfolio, and digital strategy management. 25 MCP tools to manage brains, neurons, relationships, neuron types, and access control. OAuth 2.0 authenticated, remote hosted.
qinisolabs
Verified locale data for AI agents: dates, phone numbers, currency formatting, VAT/sales-tax by date, public holidays, and addresses (UK & US). Returns checked answers and flags impossible inputs instead of guessing.
ConnectingDotsTech7
A sample MCP Server for exposing Bank API
boostspace
Integrator MCP Server
lifejwang11
alphavantage mcp server
MCP-Mirror
Mirror of
get-cclarity
Talha-Ali-5365
AI Software Engineer made with mcp servers
privetin
An MCP server for interacting with Wikimedia APIs. Access Wikipedia and other Wikimedia project content programmatically.
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 Reckon (beta): https://www.cdata.com/download/download.aspx?sku=BAZK-V&type=beta
MCP-Mirror
Mirror of
okareo-ai
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your agents, and pull back transcripts, traces, and scores without leaving your AI assistant.
Ratnaditya-J
Audit-grade runtime that gives AI agents auditable, signed provenance — every tool call, evidence item, and decision traced end-to-end.
anish632
Validate AI claims against live data: check endpoints, count competitors, test hypotheses.
x-challenger
alvnavraii
MCP Server to manage PostGress and SQLite. In fact, you could use any Database Engine
tx3-lang
A MCP server that turns Tx3 protocols into LLM tools
wally-kroeker
Instructions for setting up SuperGateway MCP servers in docker containers for docker deployments of LibreChat
briangershon
An MCP Server to help you surface the most interesting topics from your Bluesky follows daily.
xia686
piolla
mcp server for blender
Peterson047
Python-based MCP server for seamless Minecraft server management via RCON. Integrates FastMCP for easy command execution, supports interaction with Claude Desktop and other MCP clients, and offers a flexible architecture for local development and production use.
enkhbold470
Vivek114coder
maoruibin
AlexanderOllman
Agnostic MCP server addition for FastAgent
kongo97
A lightweight MCP (Model Context Protocol) Server implementation exposing custom tools via SSE for integration with AI clients.
carlosalvite
ip2whois
IP2WHOIS MCP server is a Model Context Protocol (MCP) server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.
expando-repo
MCP server LOCO repository
manavgup
MCP Server for analyzing outstanding changes to a repo
jianbo27
kevinkelin
Raj-ML16
amanasmuei
mcp server for luno
edgardamasceno-dev
fxjrin
Pay-per-decision DeFi intelligence for AI agents on Stellar. Built with x402 protocol.
acesanderson
MCP client/server framework from scratch
PirateWarrior
enzoemir1
AI-powered e-commerce operations manager for Shopify and
yshngg
🚀 A MCP server for Kubernetes.
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 Excel (beta)](https://www.cdata.com/download/download.aspx?sku=RXZK-V&type=beta).
Monasterolo21
A simple MCP server using the Ultrahuman API to retrieve fitness data from your ring and query information about it from your favorite LLM. You can get info about your sleep, breath, hearth rate, steps and many more info.
shrisaxe
for IT Hackathon
jsnyde0
Playing around with MCP clients and servers
AutomateLab-tech
danny-yamamoto
Try MCP Server
rocnubie
aditya201551
Stop re-explaining yourself to agents. Give it the right context right when it is needed.
Alex-lsky
自用的mcp 服务
HyeokJoon
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.