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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
EquateItAu
MCP server for ClassQuill — read-only access to tutoring-business data (sessions, students, tutors, invoices, payments, reports) for Claude, Codex, Cursor & more.
mantaroh
Santia-Gonzalez
Easy implementation for an MCP server
FalkorDB
Bitget-AI
Agent-native terminal CLI (bgc) for Bitget trading via Claude Code and Codex
GodZlayer
delian7
Lambda Ruby App Demoing MCP Servers
revaputrikr
This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring
Br0ski777
x402 micropayment API for AI agents. Finds social media profiles from email or name. Pay per call with USDC on Base.
Wenrh2004
zx8086
4darsh-Dev
A mcp server for leads generator using google maps through playright
progamesigner
luis1232023
Stdio Mcp Server 转为 RestFul,轻松部署与 Web 服务集成, mcp gateway
lsj210001
Microsoft Qlib MCP Server - 让 AI Agent 直接调用 Qlib 做量化研究。支持数据查询、因子分析、策略回测。
clareliguori
Thesaurus MCP server using the unofficial WordHippo API
tunedforai
Know what the market is actually doing — not just price. Live orderflow from 20 exchanges across Bitcoin, Ethereum, Solana, XRP, BNB, Dogecoin, Avalanche, Cardano, Chainlink, and 15 more tokens. Directional regime detection, 7 years of OHLCV with orderflow baked in, on-chain addr
ravibagri5
A Model Context Protocol server that lets AI assistants understand a Crossplane control plane.
sverze
zhangqiang1003
sezgimeydanci
Hosted MCP server for live-concert discovery — 44K+ upcoming shows worldwide via gigora.live
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.
SarveshChandak
formulahendry
Zero setup to use Code Runner MCP Server in VS Code for running code snippet and show the result.
MCP-Mirror
Mirror of
heihei-c
基于必应网站开发的图片搜索MCP服务,可以传入偏移量参数,避免使用相同关键词进行多次搜索时返回重复图片,还可以传入图片数量参数。
BRDEV1990
First Dutch AI-native energy comparison platform with MCP support. Calculate annual energy costs, compare contracts from all Dutch suppliers, get real-time EPEX dynamic prices, calculate solar panel net metering benefits, and get supplier ratings. Built for Claude and other AI as
divin3circle
AI Agent for @NSEChainBridge
handoing
Open the browser and visit the specified website address
reghuramk
rebrandly
MCP Server Rebrandly API
ganeshnt
2nithin2
suraj20028
MCP Server for Salesforce Operations
GribStream
Historical and real-time weather forecasts of state of the art weather models from NOAA, ECMWF, Google and more. Query and filter data like a database. Full forecast history. Blazing fast. Ideal for bulk data pulls.
claudevip
directory for Awesome MCP Servers
its-discreeeet
facilitates basic notes file creation using an MCP server with Claude
tangotechdev
rajagopal17
rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use
modelcontextprotocol-servers
Model Context Protocol server for whois lookups.This MCP server allows AI agents like Claude Desktop, Cursor, Windsurf,.. etc to perform WHOIS lookups and retrieve domain details.
uriyahav
hanai
A Model Context Protocol (MCP) server that provides access to TA-Lib technical analysis indicators. This server enables AI assistants and other MCP clients to perform technical analysis calculations on financial data.
jimpick
Use Model Context Protocol with multiple Fireproof JSON document databases
michaelhologram
Synthetic data generator MCP server. Generates realistic companies, documents, and structured data — e.g. to populate SharePoint/test/demo systems. 19 tools, stdio, requires CLUTTER_API_KEY.
esurovtsev
Remote MCP (Model Context Protocol) server built with Spring Boot and SSE. Demonstrates how to register tools, configure endpoints, and stream results to connected LLM clients using the Spring AI MCP SDK.
akshay12390
Reference https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/weather/starter-webmvc-oauth2-server
oneinstepGO
简单的 MCP Server 示例项目
jaw9c
imgmcp
Connecting Models to Your Creativity.
Bluecraft-AI
ThePresistence
iemong
MCP server that extracts web content using Readability.js
joelfuller2016
Real-time microphone input MCP server for Claude Desktop on Windows - enabling live voice conversations with Claude through WASAPI audio capture and real-time speech recognition
img2-ai
img2.ai is a comprehensive creative platform that combines image-to-image and image-to-video AI workflows into one intuitive interface. Users can generate stylized art, animate static photos into smooth video clips, and upscale image quality.
munganaai
Model Context Protocol Quick Start Guide - 2025
LeoMainini
daxartio
PaymanAI
MCP server, providing AI with access to the payman documentation
ergut
First remote YouTube transcript MCP server - enables zero-setup transcript extraction on any device including mobile. While multiple local YouTube transcript servers exist, this is the first cloud-hosted solution that works without installation, making YouTube transcripts accessi
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.