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.
mlava
AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.
AdadAlShabab
It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory m
sarick-story
A demo agent using our MCP server
scottconfusedgorilla
Give your AI coding assistant live visibility into the user's browser. Claude sees the actual DOM, console errors, and network timing instead of guessing from screenshots. Drop-in middleware for FastAPI + Flask.
martinbowling
MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔
dioniipereyraa
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP. Local-first MCP server that indexes your full Claude.ai history and your Claude Code / terminal sessions, then exposes them to Claude Code (stdio) and to Claude.ai (remote connector). Hybrid
shakunvohradeltek
This is a MCP Server for Claude-Code to connect to you Microsoft SQL Server
mows21
Claude Desktop MCP Server - Local desktop AI agent with file access and notifications
Kinzen-dev
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, push messages, check analytics, manage rich menus — all through natural language via Claude, ChatGPT, or Cursor.
Premkumarbajaru
hedging8563
OpenAPI-generated native AI, multimodal media, files, and async tasks for MCP agents.
doctorm333
Generate images, video, and audio directly in Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent.
Godalo-ai
MCP server that gives AI agents access to 30,000+ merchants across Awin, CJ Affiliate, Impact and more. One tool call. The entire affiliate market. Works with Claude, Cursor, Copilot and any MCP-compatible agent. Zero integration work. Zero maintenance.
mcpware
Claude Code session organizer — dashboard MCP server to manage, search, archive and organize your Claude Code conversations and projects.
MCP-Mirror
Mirror of
fullstackdegen
Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing audit evidence, CSS selectors to locate the issue in your repo, implementation steps, and acceptance criteria to verify
elct9620
The Perplexity Ask MCP Server use OpenRouter
fullstorydev
The Fullstory MCP server connects your AI assistant directly to your Fullstory product data. Using the Model Context Protocol, it lets any MCP compatible AI client (Cursor, Claude Desktop, Claude Code, and others) query your Fullstory data, analyze user behavior, and surface insi
clawsec
Security audit platform for AI agent skills (Claude Code, MCP servers). Provides 5-tier analysis: static analysis, pattern matching, LLM semantic review, Firecracker sandbox execution, and LLM final review. Trust Score system for risk assessment.
up2itnow0822
The MCP server that lets your AI agent pay for APIs safely. Human-approval mode, on-chain spend caps, full audit trail. 23 tools for payments, wallet management, DeFi, and identity. Works with Claude, Cursor, Windsurf, and any MCP client.
brianmatzelle
mcp server and client for managing a linux server with an LLM agent
gkcng
The commerce-centric demo shown live at Paypal Dev Days 2025 on 4/29. Featuring Paypal Agent Toolkit & MCP server with Google's Agent Development Kit (ADK)
browtastic
MCP server for AI agent research — captures LLM reasoning, model identity, and feedback via schema injection
myaitoken
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI. 6 tools (chat, list_models, list_agents, network_stats, wallet_balance, hire_agent). 27+ providers, 22 open models live at https://myaitoken.io.
no0ktheali3n
MCP server / agent concept for signals interpretation and processing
ccmitchellusa
MCP server which provides IBM Cloud as a tool for use by LLM's, eg. via Anthopic Claude Desktop or map-cli (open source).
stablebaseline
Stable Baseline MCP server — end-to-end agent-managed company brain. 163 tools, OAuth 2.1 + Bearer API key, remote Streamable HTTP.
ktwome
학습 보조 웹 서비스
shricodev
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hosted MCP servers. 📡
krillto
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agent. 10 tools: search, AI Q&A, collections, notes, highlights, and more.
ravirdp
AI search intelligence + full Ahrefs-class SEO suite as 59 MCP tools. Brand tracking across all 5 AI engines (ChatGPT, Google AI Overview via vision-parsed screenshots, Gemini, Claude/Brave-grounded, Perplexity) with persona-anchored 50-cell weekly Brand Radar dispatches. Bundles
mwill20
Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis. Supports interactive CLI and MCP server mode.
t-shiratori
kelvinDtran
MCP server for Doorstopper (doorstopper.io) — the AI listing agent for spare rooms, ADUs, and rental properties. 9 anonymous tools help LLMs answer: how much can I make renting a spare room, what to do after my child leaves for college, AI listing agent, first-time landlord guide
SDCalvo
Addapter that turns MCP server tools into langchain usable tools
a2cr
MCP server for AI-agent handoffs. A2CR saves client-encrypted WorkBaton checkpoints and WorkStash notes so MCP-capable clients can resume work without passing full chat history.
Rakesh1002
Official MCP server for AgentDrive — cross-agent artifact workspace with provenance. 20 tools over stdio or hosted at mcp.agentdrive.sh.
madtaco-dev
Verification & utility API for AI agents — MCP server. Sanctions screening, company & tax-ID validation, and more. madtaco.dev
apifyforge
Civilizational fragility assessment for AI agents — this MCP server gives Claude, GPT-4, and any MCP-compatible agent access to cross-domain cascading collapse risk analysis backed by 17 live data sources and 10 mathematical frameworks.
landing-ai
MCP Server for Vision Agent Tools
Nghiauet
create agent with mcp server
iishyfishyy
An MCP server that generates live Mermaid diagrams from any AI assistant. Claude, Cursor, and more.
antics-gg
An MCP server that lets an AI agent deploy a web game to a playable multiplayer URL — rooms, live state sync, and leaderboards — in one conversation.
lucky-aeon
agent mcp server 社区
usamaJ17
This repo is a bridge between any MCP server and local Ollama LLMs
masondelan
Selvedge is a local, open-source MCP server that captures the *why* behind every change AI coding agents make — live, in the moment, from the agent's own context (not inferred later by a second LLM). It logs the entity (DB column, table, function, route, env var, dependency), the
argosvix
Observability MCP server for AI agents - 87 tools to query LLM cost/errors/latency and operate alerts, budgets, evals from Claude/Cursor
imaginepeakstudios
The first artist-owned MCP server. Exposes the album The Time Is Now by independent artist Matthew Hartley as a structured, queryable catalog for any compatible AI client — Claude Desktop, Claude Code, ChatGPT, Perplexity, and more.
nbursa
Model–Context–Protocol (MCP) Server A modular, extensible Rust-based server providing short-term, long-term, and latent memory services, a chat endpoint backed by a BaseAgent + Sentience DSL, and seamless integration with ChromaDB and LLM services.
ms-azure-demos
Using Azure OpenAI perform series of tasks using mcp server
drpcorg
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and other JSON-RPC methods as MCP tools across 100+ blockchains
gristlabs
Grist is a flexible spreadsheet-database. The Grist MCP server lets agents work across your team sites and documents: list and query records, add or update rows, create new docs and tables. Universal URL with OAuth 2.0. Works in Claude, ChatGPT, and any MCP client that supports r
MCP-Mirror
Mirror of
GongRzhe
A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
odominguez7
7 minutes a day. An act of love. Jerome7 is an AI-powered fitness accountability system with 6 MCP tools: daily session generation, streak tracking, smart nudges, pod matching, and more. Works autonomously inside Claude Desktop, OpenClaw, ZeroClaw, or any MCP compatible agent. Fr
avijeett007
The Model Context Protocol (MCP) server that enables AI agents like Claude Desktop to interact with the Knotie AI Pro platform for automated customer and voice AI agent management.
dominiquekossi
a complete and intuitive SDK for building MCP Servers, MCP Agents, and LLM integrations (OpenAI, Claude, Gemini) with minimal effort.
affannahmed
danieldoderlein
Atomic gap-free id claims, advisory file leases, a shared event ledger + digest, presence, prose handoffs, and a task graph - so multiple agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Native Streamable HTTP, one claude mcp add. Open source
parth-patel97
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.