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.
lxxmng
Track ocean containers across 200+ shipping lines by container, bill of lading, or booking number — live milestones, vessel positions, ETAs, and demurrage & detention free time. Remote streamable-HTTP server with a public demo key (no signup). Learn more at https://trackingmcp.co
Igloo302
本项目提供了一个通过MCP协议与QBittorrent WebUI进行交互的Python客户端,可以方便地管理QBittorrent中的种子。
yemoo
enomoto11
AWS Cost Notifier MCP Server - Daily AWS cost monitoring and reporting tool
Sumedh1599
CLI tool to scaffold, run, and test MCP servers locally with Node.js or Python, integrated with Claude and OpenAI key injection and auto-link to Claude Desktop.
MCP-Mirror
Mirror of
apifyforge
Autopoietic knowledge synthesis gives AI agents access to 18 academic and technical data sources unified by a suite of advanced mathematical frameworks — stochastic block model community detection, Turing instability, Smith normal form Betti numbers, formal concept analysis, Fish
NovaVoyager
用以访问基于位置的天气数据,包括实况天气、30天预报、逐小时预报、空气质量AQI,灾害预警、分钟级降水、生活指数等天气数据服务
cialfo
kongo97
A lightweight MCP (Model Context Protocol) Server implementation exposing custom tools via SSE for integration with AI clients.
megmogmog1965
Example code for Anthropic MCP server.
TulioCMP
JeanVittory
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.
mounta11n
kzk-maeda
国内の図書検索用MCP Server
beilingai
MCP-Mirror
Mirror of
flothjl
mcp server to interact with usaspending.gov api
vitolrosario
Simple tool designed for making HTTP requests via IA.
umangbuilds
AI-native payment infrastructure that gives AI agents isolated wallets with programmable spending policies for autonomous USDC stablecoin transactions. 11 MCP tools for Claude Desktop, Cursor, and Windsurf. Tri-rail support: x402 (HTTP-native micropayments), MPP (session-based st
abbracadabra
java_sse_mcp_demo
maxylev
A maximum fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built specifically for AI Agents (Cursor, Claude Desktop, OpenHands), it completely bypasses bot detection (Cloudflare Turnstile, Datadome), dynamically handles S
CDataSoftware
This read-only MCP Server allows you to connect to Gmail data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
paperandbeyond23-gif
Agent skills for live sports odds and player props via propzapi.com
Homebrew
An MCP server for the Homebrew package manager.
renlijia-ai
Perf-Technology
Fact-check and fix AI outputs. MCP server for hallucination detection, schema validation, and output correction.
kcjonnyc
MCP server for NewsAPI integration - enables AI assistants to search articles, get headlines, and browse news sources
danisss9
A Model Context Protocol (MCP) server that enables AI applications to search for music tracks and manage playlists using the official Spotify Web API.
mwaraic
fujimura-ui
MCP server: full-text search across all ~10,000 Japanese laws (official e-Gov data)
shakunvohradeltek
This is a MCP Server for Claude-Code to connect to you Microsoft SQL Server
vyasa1986
ngomis-com
Listmonk-MCP server is used as MCP server to use your Listmonk server.
idyll
A simple dumb MCP server.
MCP-Mirror
Mirror of
0xtotaylor
hackerzhuli
Enables AI agents to compile code and run tests in Unity Editor.
kshitijdesai99
I was facing issues with https://github.com/datalayer/jupyter-mcp-server
flatirontek
Vybit is a push notification service that uses personalized sounds that you record or choose from thousands of searchable sounds. The information is in the sound!
Docuplete
Docuplete automates document completion for businesses — PDF templates, client interview forms, and e-signatures in one platform. The MCP server lets you drive the entire workflow from a conversation: find your document packages, start a client session, prefill fields from contex
maton-ai
Connect to your SaaS tools like HubSpot, Salesforce, and more
Karniej
VidNotes for Agents — API client, CLI, and MCP server. Turn any video into transcripts, summaries, chapters, and comparisons from Claude, Codex, or your terminal.
apifyforge
Litigation intelligence MCP server that detects lawsuit risk before cases are filed. This server gives any MCP-compatible AI client — Claude, Cursor, Windsurf, Cline — direct access to pre-litigation signals drawn from 7 US government data sources, scored by 4 independent risk mo
kpi-zone
csabakecskemeti
The MCP server allows users to utilize user-defined and/or local LLMs in Clause Code to handle smaller, straightforward tasks and save tokens.
kwp-lab
An MCP server for integrating with the Brave Search API, and it supports HTTP proxying.
servicialo
Open standard for professional service delivery. Defines how any AI agent can discover, schedule, verify, and bill professional services across any compatible platform — without custom integrations.
FalkorDB
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).
AnyContext-ai
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code using tree-sitter-tonel-smalltalk.
MCP-Mirror
Mirror of
NewToolAI
db-query-mcp is a mcp tool supporting diverse database querying and exporting.
guptaprakhariitr
MCP server for hn-trending-mcp — see README
Clipform
Official MCP server for Clipform - the video-first form builder. Remote + OAuth at https://mcp.clipform.io
MCP-Mirror
Mirror of
Weavy-AI
gfhe
pdf to pictures mcp server
EtayM
An MCP server that enables interaction with the Enjin Platform API.
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.