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.
Incorporo
A Model Context Protocol (MCP) server that provides access to ValueSerp's Google Search API, enabling Claude to perform Google searches, news searches, image searches, and video searches.
Jongryong
Jira Weekly Reporter MCP Server
the-staq
31 AI-powered trading tools. Create strategies, backtest, deploy bots, copy top traders, and manage crypto
zijin-zj
sbmagar13
A Model Context Protocol (MCP) server that connects AI assistants to the Hashnode API, enabling seamless content creation, management, and retrieval through AI interactions. Create, update, and search Hashnode articles directly through Claude or other AI assistants.
redleaves
**Context Keeper** 基于LLM驱动的智能上下文记忆管理系统,专为AI Agent提供企业级记忆能力。
MCP-Mirror
Mirror of
readerszone
A server repository created using MCP
ChiR24
v587d
MCP server for converting Excel files to JSON format with support for merged cells and Chinese characters
hashgraph-online
olgasafonova
cocaxcode
Talk to your databases in natural language. Multi-database MCP server (PostgreSQL, MySQL, SQLite) with 19 tools for connection management, schema introspection, query execution, rollback snapshots, and query history. Auto-discovers schema with FKs so AI agents can build JOINs fro
princetgt
carhaix
One shared AI setup for your team. Stop losing prompts in chats and docs. Save one shared setup, tailor it for your team, and use it across ChatGPT, Codex, Claude, Figma, and more.
MarcoMuellner
An MCP server providing real-time GitHub data to LLMs, enhancing their software development capabilities.
enginekiss
Cursor + GitHub MCP Server 自动管理代码库
nithiin7
An MCP (Model Context Protocol) server that gives any MCP client read access to an SMB/CIFS file share. Connection credentials are passed as environment variables and never appear in tool calls or conversation history.
Sumedh1599
Automatically generates a full MCP server codebase (Node/Python/Java) using the validated schema, outputting modular files for CLI-based execution or Claude Desktop connection.
nearvitamin
Model Context Protocol (MCP) server for Kubernetes and OpenShift containers, context, kubernetes, mcp, model, model-context-pr, openshift, protocol
Scottcjn
MCP server: prompt -> Meshy.ai 3D model -> Blender turntable -> YouTube video. AI-agent 3D-to-video pipeline.
superbigroach
Pay-per-call API marketplace for AI agents. Discover and pay for metered services in USDC on Arc — no subscription, no account. Agents pay per call, sellers earn instantly.
framesail
Official remote MCP server for Framesail AI. Create long-form (faceless YouTube) videos end to end from any MCP client: script, locked character references, storyboard, voiceover, and final video editing — with characters and style held consistent across every shot.
kirikoko1213
用于 qq 机器人的 MCP 服务
contextkits
Check workplace safety compliance against OSHA General Industry standards (29 CFR 1910) with cited regulation sections and corrective actions.
dstreefkerk
MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly non-production. Designed for use with Claude and other LLMs.
MoreLoginBrowser
mcp server by golang
johncambefort
An MCP server for vatsim flights
razielnavarro
MaxwellCalkin
MCP server to query N2YO space catalog
maideo
Maideo is a French home services company (APE 8810A, SAP license).
davidhariri
I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.
surveymars
Official SurveyMars Model Context Protocol (MCP) server that enables interaction with SurveyMars APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to create, distribute, and analyze surveys.
dosev-ai
Local-first MCP server for Microsoft Excel. 65 tools cover cell and range I/O, sheet management, styling, pivot tables, charts, conditional formatting, data validation, PDF export, and formula evaluation. File-based tools (openpyxl) run on Windows without Excel installed. COM-bac
aimiox
Model Context Protocol (MCP) servers and clients
taiji1985
A MCP Server Of python runner
smartfrog
MCP server that lets LLM agents play real PICO-8 carts in deterministic lockstep: press buttons, step frames, inspect screenshots, read Lua globals, peek memory, reset/replay, and watch live in a browser.
whiterabbitco
PhialsBasement
MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants.
liyongfen
包含两个工具:
tabularasa31
MCP Server for CDN Cache API v3
SunwangX
caok
flux image generation mcp server
Recon-Fuzz
Search Recon documentation, book, and newsletter. Queries getrecon.xyz, book.getrecon.xyz, and getrecon.substack.com for fuzzing, invariant testing, and Chimera framework knowledge.
gpitrella
Multi-platform AI memory. One save, recall everywhere—Claude, ChatGPT, Cursor, VS Code, and more. Persistent memory across AI conversations and clients.
aasherkamal216
A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.
dynamodb-toolbox
Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.
Laith0003
A deterministic, offline design-intelligence engine for AI coding tools. Replaces improvised UI generation with structured constraints plus a rule-based anti-AI-slop linter. Ships as a Claude Code plugin, a Python package, an MCP server (18 tools), and a 17-IDE installer.
apifyforge
Water utility risk intelligence for analysts, bond credit teams, and ESG investors who need structured, multi-dimensional assessments of municipal water systems. This MCP server orchestrates **9 government data sources** in parallel — OpenAQ, USGS, FEMA, NOAA, Data.
GoPlusSecurity
A web3 security mcp server for users
gamhoi
An open-source Python MCP (Model-Command Protocol) server designed to enable Large Language Models (LLMs) to execute FFmpeg commands, receive execution results, and validate commands against FFmpeg source code.
Br0ski777
bakietd
Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custo
matteoantoci
An MCP server for interacting with the Bitpanda API
smilish67
Remotion editor MCP server
MCP-Mirror
Mirror of
kodustech
Kodus MCP HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_query/osv_query_batch tools.
Meru-Fin-Tech
vyb1ng
An implementation of MCP for the Plex API
wooyakob
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.