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.
narumiruna
Azure-Samples
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
f4ww4z
A Model Context Protocol server for MySQL database operations
confluentinc
kaliaboi
A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.
0xshellming
MCP Server for AI Summarization
infinitimeless
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
rust-mcp-stack
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
mario-andreschak
MCP-Server for SAP ABAP wrapping abap-adt-api
integromat
Make MCP Server
0xshellming
MCP Server for AI Summarization
fiddlecube
Build Secure and Compliant AI agents and MCP Servers. YC W23
weaviate
MCP (Model Context Protocol) server for Weaviate
tsmztech
Salesforce MCP Server
aaronjmars
Deep Research for crypto - free & fully local
hanweg
MCP server for discord bot
aaronsb
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
alejandro-ao
A simple MCP server to search for documentation (tutorial)
awkoy
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.
Cocoanetics
Model Context Protocol Server for Swift
entanglr
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
YUZongmin
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
EthanHenrickson
A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.
marcopesani
Serper MCP Server supporting search and webpage scraping
aliyun
shadowcz007
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an executable file
aashari
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.
delano
An MCP server that provides access to Postman.
kujenga
Model Context Protocol (MCP) server for the Zotero API, in Python
jbeno
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
1Panel-dev
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
pyroprompts
MCP Server for using any LLM as a Tool
ayeletstudioindia
MCP server for Unreal Engine 5
egoist
An MCP server for fetching URLs / Youtube video transcript.
FradSer
MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit
priyankark
Allows AI assistants such as Amp/Cline/Cursor/Claude Code/Codex/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
Dicklesworthstone
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems
Dicklesworthstone
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems
alfonsograziano
A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.
ilyazub
SerpApi MCP Server for Google and other search engine results
horw
Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
scottlepp
An MCP ( Model Context Protocol ) Server for Grafana Loki
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
metatool-ai
MCP Server MetaMCP manages all your other MCPs in one MCP.
lightconetech
A gateway demo for MCP SSE Server
githejie
A Model Context Protocol server for calculating.
taskade
🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.
Darkroaster
A PubMed MCP server.
Darkroaster
A PubMed MCP server.
yincongcyincong
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers
AB498
MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to 'computer-use' by Anthropic. With Zero External Dependencies.
JordyZomer
This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like [Cursor](https://cursor.sh/) or AI agents to interact with CodeQL through structured commands.
MatanYemini
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs
disler
Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code
weibaohui
kom 是一个用于 Kubernetes 操作的工具,SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源,包括创建、更新、删除和获取资源,甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作,并能够处理自定义资源定义(CRD)。 通过使用 kom,你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。
deepset-ai
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
TimHolden
Model Context Protocol server implementation for Figma API
zcaceres
A Google Tasks Model Context Protocol Server for Claude
silenceper
A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through 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.