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.
marcelloraffaele
Java Spring Boot simple MCP server implementation
Johnnybar
codescept
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
Nusantara Ventures, LLC
Real-time gold price API + MCP server.
AbdelStark
Starknet MCP server.
archionapp
AI-powered goal management MCP server. Break down goals into phases and tasks, track progress, report blockers, and export plans — all from your AI assistant.
apifyforge
**Morphogenetic Innovation MCP Server** applies mathematical biology to technology landscape analysis, giving AI agents a structured way to reason about how innovations evolve, compete, and disrupt.
MCP-Mirror
Mirror of
adaHubble
MCP server for solana data analysis.
mercedes-aso
CDataSoftware
This read-only MCP Server allows you to connect to Google Analytics data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
Aveg12
MasudOsmanmr9
an custom mcp server and custom mcp client project powered by ollama's llama 3.2
rokith
pi
AI-powered computer vision platform for sports video analysis. 9 MCP tools for video analysis, pose detection, movement quality scoring, activity classification, commentary generation, face detection, highlight reel creation, and evolutionary optimization.
danielrosehill
Plans/WIP for MCP servers
ptbsare
junter1989k-ai
OilpriceAPI
Give your AI agent live energy markets in one install.
vigil-xy
Security scanner for developers and startups.
multiversx
MCP Server for MultiversX
xprilion
Observability helps. This MCP server adds tracing to all your conversations on Claude (or suitable MCP client) so that you can trace, understand, debug and report on your all your interactions.
flesler
⚡ Surgical Code Editing: Superhuman Precision
kirikoko1213
这是一个基于 [MCP-Go] 框架开发的MCP 服务的项目,提供了一系列工具和功能。
hafnium49
sasikiranaratla
MCP-Mirror
Mirror of
zenoengine
A lightweight MCP (Model Context Protocol) server for building MSBuild projects. Supports dynamic MSBuild discovery using vswhere and provides flexible build configuration options.
jabrena
Hello World MCP Server
rpinedaMC
un4ckn0wl3z
Basic MCP Server for Web Scraping
SaiKrishnaReddy-Signant
Sample repository created via MCP server automation.
suxiongye
RandomWeb3MCP is a random element generation service based on EVM block hash. The service provides various random element generation tools that can be used in games, finance, testing, and other fields.
lahiruCirclebook
ykuchiki
MCP server for Gmail API implemented in Python. Enables AI Agents to send, receive, search emails and manage labels in Gmail.
venkytv
MCP server for news articles using the Webz.io API
mybolide
mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to truly understand their project's intent. It's not just a collection of 21 tools—it's a context-aware system that helps AI agents grasp what you're building.
junter1989k-ai
Serbia Invoice
eunomia-bpf
IQAIcom
This is a Model Context Protocol (MCP) server to interact with the Fraxlend platform. It allows MCP-compatible clients (like AI assistants, IDE extensions, or custom applications) to access Fraxlend functionalities such as viewing lending statistics, lending, borrowing, adding/re
MayankTalwar0
An MCP server for analyzing startup financial health and generating metrics reports locally.
awork-io
lokesMCI
The future of development is here, this repo integrates various MCP servers and gives a Agent Client implementation - called AgentX to use those MCP servers to Solve real world problems
junct-bot
Swap routing, pool data, and liquidity queries across all Uniswap-supported chains.
akashtalole
OGD MCP Server
clarvia-project
AEO (Agent Engine Optimization) scanner — scores and benchmarks 12,800+ AI agent tools for discoverability, quality, and agent compatibility. 14 MCP tools for searching, scanning, comparing, and benchmarking.
lexwhiting
MCP Discovery Server — AI agents discover and invoke 1,444+ monetized tools on the SettleGrid marketplace
opentweetio
OpenTweet MCP let's users schedule, draft and publish X (Twitter) posts directly without creating Twitter developer account.
vindataio
VINdata MCP provides VIN decoding and European vehicle data for automotive workflows. It exposes a decode_vin tool that returns structured vehicle information including make, model, year, equipment data, and derived feature flags.
LPFerreira33
This repository contains a modular setup for experimenting with MCP in Python. It includes both a server and a client, as well as reusable tool modules.
cloudbarista
mpmcgowen
MCP server for MetricUI, a React dashboard component library. Gives AI coding tools access to full API references, working code examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.
suraj20028
MCP Server for Salesforce Operations
1500256797
PumpFun MCP (Model Context Provider) Server 是一个基于大模型的上下文处理服务,用于处理和生成 PumpFun 协议相关的交易和查询请求。它作为智能中间层,能够理解用户意图并转换为相应的链上操作。
marcoldenburg
Release gate agents call before they tell users a public website is ready to ship. Scans public websites across security, SEO, accessibility, legal compliance, and sustainability.
Sunyang2580
A Webots MCP server.(developing...)
lemonhall
berkayderin
MCP Base is a community-driven web platform focused on the Model Context Protocol (MCP) ecosystem. This platform serves as a central directory for discovering, sharing, and organizing MCP servers and clients.
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.