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.
bhuvanmdev
SentinelCore is an advanced AI agent powered by Model Context Protocol. It can browse the web, interact with local file systems, and is designed to keep evolving with new features. Whether you're looking for a smart assistant, a system manager, or a knowledge guide, SentinelCore
belokolek
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.
coderzzy
LLM-MCP server 开发的模版项目
AnaJI832
Studious Couscous
generect
Minimal MCP server exposing Generect Live API tools.
sayandebnath-creator
AI agent that can post on X(twitter) with the help of MCP(Model Text Protocol) Server.
BackEngine-ai
The customer-context layer for your revenue team — available to Claude and any MCP client. BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack thr
mertadali
AI-powered todo assistant with Google Calendar integration using OpenAI's API and Model Context Protocol (MCP) support for natural language task management.
pahulgogna
An ollama based LLM interface for providing agentic abilities to LLMs.
shaoyingchen
Supports large models that access any API type, and provides an example of opening a local application
Nishu0
Bufigol
🚀 MCP Server: Platform enabling AIs to act as autonomous developers. From idea conception to final testing, automating the entire software development process. #AutonomousDev #AI #Innovation #SoftwareEngineering #FutureOfDev
xenarch-ai
x402 MCP server for AI agent payments. Gasless USDC micropayments on Base L2. Claude, Cursor, LangChain, CrewAI, AutoGen, LangGraph resolve HTTP 402 with no API keys. Non-custodial, settlement-provider-agnostic, 0% fee.
box-community
This sample implements the Langchain MCP adapter to the Box MCP server.
tehmenghai
juanmartinsantos
Control your Tuya / Smart Life smart home devices through the Model Context Protocol. Turn lights on/off, adjust brightness, set colors, monitor temperature sensors, and more — from Claude, ChatGPT, Cursor, or any MCP-compatible client.
falahgs
kunalworldwide
AmoDinho
A Quick mcp server demo
ehartye
A sample chat application demonstrating integration with Model Context Protocol (MCP) servers
risherb
ranjeet-floyd
LLM MCP service using Springboot Java
Kartha-AI
MCP Server for EMRs with FHIR
theo-nash
Model Context Protocol implementation for twitter interactions
milindchawre
MCP server for Math Agent with Microsoft Word and Gmail Integration
influqa
Secure credit-based email infrastructure for AI agents with hosted MCP access, API-key auth, inbox creation, sending, memory, recovery, and Solana USDC credit payments.
IzarLabs
MCP Server para análisis de datos sobre dataset del Titanic
RaleighSF
Burnwatch detects every paid service in your project, tracks spend across 14 AI-native tools (Anthropic, OpenAI, Vercel, Supabase, Stripe, Scrapfly, Browserbase, and more), and exposes real-time cost data via MCP tools — so any LLM can factor budget into its recommendations. Four
futurebrowser
giehlman
Follows asap
clawsearch
Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search, author verification, and trending rankings.
paracetamol951
Kash.click management assistant. Connect your assistant to your business complete sales history, clients, payments, tax information, employees, points of sales.
grapheneaffiliate
An MCP-compliant external connector server enabling Claude and other LLMs to interact with web APIs, filesystem, and custom resources
gmogmzGithub
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a knowledge base, all accessible via SSE transport. Ideal for building simple AI-powered knowledge assistants.
alexandephilia
A powerful MCP server that enhances Claude's capabilities by integrating DeepSeek R1's cutting-edge reasoning engine.
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
appendixhealth
Appendix turns any AI health conversation into a board-certified physician's opinion — with a real prescription when clinically appropriate. Search medical literature and submit a clinical encounter for review, all from your agent.
MasudOsmanmr9
an custom mcp server and custom mcp client project powered by ollama's llama 3.2
t-shiratori
back1ply
MCP server to expose Claude Code Skills to AI agents
chew-z
MCP (Model Control Protocol) server integrating with Google's Gemini API
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
oscardvs
Cross-machine memory for Claude Code: local-first, file-based agent memory that syncs across your own machines.
madtaco-dev
Verification & utility API for AI agents — MCP server. Sanctions screening, company & tax-ID validation, and more. madtaco.dev
timosur
LocalMind is an local LLM Chat App fully compatible with the Model Context Protocol. It uses Azure OpenAI as a LLM backend and you can connect it to all MCP Servers out there.
amitsh06
dux-simform
vystartasv
14 native MCP tools for AI agent infrastructure — facts, pitfalls, skills, handoff protocols, trust scores, identity verification, SLA validation, compliance-as-code.
NamanSharma5
Since ChatGPT has memory it becomes a valuable data source for other models; facilitating a shared memory outside of a single model provider
webdevtodayjason
A2AMCP is a Agent2Agent MCP communication Server taking the concept from Google's Agent2Agent Protocol (A2A)
shwetha-sundar
techdocsStudio
Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate, sourced answers.
garyedgington
SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload
akiojin
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)
ugobe007
AI-powered BESS quoting & energy sales intelligence MCP server
AgentTools-Cloud
Discover agent-callable resources by intent — x402 paid services, MCP servers and A2A agents — via the agent-tools.cloud directory. 9 tools: search/get/list_categories (x402), search_mcp_servers/get_mcp_server, search_agents/get_agent, search_all, stats.
angelnicolasc
Governance middleware for AI agents: deterministic policy enforcement, cryptographic audit trails with digital signatures, DLP/PII detection, Trust Score per agent (0-100), EU AI Act compliance (Art. 9, 11, 12, 14), Agent BOM generation, and Circuit Breaker. Native support for La
Yezery
MCP server for removing Gemini watermarks
kani3894
Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.
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.