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.
SingDanceRap1225
java编写的mcp server
jim-steele
stemirkhan
# mcp-bitrix24
true-alter
MCP server wrapping local Ollama models for Claude Code delegation
LittleSix1
mcp-server学习
Lucasdoreac
Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem
Squareys
MCP Server Plugin for Wonderland Editor
lalanikarim
This is a pipeline wrapper for comfy-mcp-server for Open WebUI.
AppiumTestDistribution
This is a Model Context Protocol (MCP) server providing resources and tools for Appium mobile gestures using Actions API..
xgr-network
XGR.Network MCP is a connector for XGRChain and the XDaLa on-chain process engine, enabling AI agents to access chain data, inspect process activity, and prepare secure workflow actions for user-controlled wallet signing.
ChenYCL
🌞 A dedicated MCP server purpose-built for agent conversation summarization.
phamhung075
nanahiryu
jasondsmith72
A browser automation MCP server for AI models like Claude and Gemini 2.5, enabling web browsing capabilities through natural language
shinzo-labs
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 SAS Data Sets (beta): https://www.cdata.com/download/download.aspx?sku=LIZK-V&type=beta
goPluto-ai
AI assistants are powerful, but sometimes you still need the human touch — a real expert who understands your exact challenge and can solve it fast. That’s where GoPluto.ai comes in.
snahmod
Yanick-Salzmann
elie
devendershekhawat
MCP (Model Context Protocol) client for GitHub Multi-User Server with Claude integration. Interactive chat interface for GitHub operations using natural language.
buuzzy
waymark-network
Collective procedural-knowledge network for AI agents — the shared route map of the agent economy. Before attempting a non-trivial task (API integration, multi-step procedure), agents query Waymark for verified routes: step sequences and known gotchas other agents documented. Aft
mimranchohan
x402 Trust Layer is the trust, security & settlement control plane for autonomous agent payments. It exposes 13 MCP tools that an agent calls around every x402 (HTTP 402) payment:
nikolausm
MCP server for Hugging Face API integration - Access Stable Diffusion and other AI models
m-q-t
detect exposed mcp servers over the internet and enumerate their tools
PhelanShao
OpenMM, an open-source platform for molecular dynamics (MD) simulations, is supported by an MCP server that offers a structured communication interface for task submission, management, and execution.
KunihiroS
Uniquity MCP Server is a server that makes the functions of UniquityReporter available to external tools and AI agents via MCP (Model Context Protocol).
yantrikos
Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall
esh2n
type safety mcp servers with deno.
marcoeg
An MCP server to interact with data and run pipeline using Bauplan
apifyforge
Logistics freight intelligence for AI agents — this MCP server delivers real-time route disruption forecasting, trade sanctions screening, freight cost volatility analysis, and border delay prediction through 8 specialized tools.
enzoemir1
AI-powered e-commerce operations manager for Shopify and
hendrickcastro
A comprehensive **Model Context Protocol (MCP)** server for **Azure CosmosDB** database operations. This server provides 8 powerful tools for document database analysis, container discovery, and data querying through the MCP protocol.
sreekanthkasani
faheema15
achiya-automation
Native Safari browser automation for AI agents — 80 tools via AppleScript, zero Chrome overhead, keeps logins, runs silently. macOS only.
sanganisuraj-applens
Tomby68
An exploration of common MCP server vulnerabilities, along with a deep dive into MCP server prompt injection (+demonstrations for each!).
tmhr1850
Br0ski777
x402 micropayment API for AI agents. Detects funding rate arbitrage opportunities. Pay per call with USDC on Base.
connected-paths
Paid Ads MCP is an AI connector for Google Ads and LinkedIn Ads that lets marketers use ChatGPT, Claude, and other MCP-compatible AI tools to analyze campaign performance, review account structure, compare ads and keywords, surface recommendations, and monitor weekly trends witho
arbuthnot-eth
A Model Context Protocol (MCP) server for PayPal API integration with backdated commits
sidebutton
Open-source MCP server with 40+ browser automation tools, YAML workflow engine, and installable domain knowledge packs. Includes Chrome extension for real DOM access, REST API, and Svelte dashboard. Works with Claude Code, Cursor, Claude Desktop, and any MCP client.
zaki-yama-labs
Jimmy974
carter-wzq
Lightweight BYOK MCP server for GEO site audits — 31 signals across 6 pillars. Returns a readiness score, pillar breakdowns, and an actionable fix prompt for AI citation optimization.
benswork-space
Regulatory intelligence API — look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.
ToGaV2
A MCP Server built on Gradio that returns English Text as Sound (TTS)
kathayl
MicroMichaelIE
MCP Server for interacting with TimeWarrior
seanmillionaire
Sumedh1599
Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers.
buyitsydney
CodingBaby-Browser-MCP is a Model Context Protocol (MCP) tool server designed to communicate with Chrome browser extensions via WebSocket for browser automation control. The server provides multiple functionalities including web navigation, click operations, text input, key simul
SarveshChandak
MCP-Forge
chiefnamingofficer
Learning what it means to use MCP by trying to interact with Dynatrace MCP server.
RJiazhen
ofershap
shibryo
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.