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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
Patdolitse
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
3dify-project
MCP Client as an Agent Strategy Plugin. Support GUI operation via UI-TARS-SDK.
yangkyeongmo
andybrandt
MCP server for searching and querying PubMed medical papers/research database
Kapeli
MCP server for Dash, the macOS API documentation browser
rawveg
An MCP Server for Ollama
mahdin75
A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and transformations.
langfuse
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
DasDigitaleMomentum
Open-source MCP server that gives AI agents web search (SearXNG) and clean Markdown crawling of pages, whole sites and logged-in areas. Self-hosted, no API key. Firecrawl-compatible API planned.
ChenyqThu
tolenonetwork
Toleno Network MCP Server — Control your Toleno mining account directly from Claude AI using natural language.
awslabs
A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation
DefangLabs
Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on your favorite cloud in minutes.
Azure-Samples
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
narumiruna
johannesbrandenburger
Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.
Aimino-Tech
Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.
confluentinc
f4ww4z
A Model Context Protocol server for MySQL database operations
rust-mcp-stack
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
infinitimeless
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
0xshellming
MCP Server for AI Summarization
0xshellming
MCP Server for AI Summarization
integromat
Make MCP Server
kaliaboi
A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.
mario-andreschak
MCP-Server for SAP ABAP wrapping abap-adt-api
weaviate
MCP (Model Context Protocol) server for Weaviate
fiddlecube
Build Secure and Compliant AI agents and MCP Servers. YC W23
aaronjmars
Deep Research for crypto - free & fully local
hanweg
MCP server for discord bot
tsmztech
Salesforce MCP Server
aaronsb
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Cocoanetics
Model Context Protocol Server for Swift
alejandro-ao
A simple MCP server to search for documentation (tutorial)
MohamedAbdallah-14
Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-dash pileups), preserves code/URLs/headings. Plugin for Claude Code, Cursor, Windsurf, Codex, Cline, Copilot, Gemini.
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.
awkoy
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.
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
YUZongmin
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
aliyun
jbeno
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
kujenga
Model Context Protocol (MCP) server for the Zotero API, in Python
dcostenco
Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.
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.
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
delano
An MCP server that provides access to Postman.
egoist
An MCP server for fetching URLs / Youtube video transcript.
1Panel-dev
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
pyroprompts
MCP Server for using any LLM as a Tool
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
ayeletstudioindia
MCP server for Unreal Engine 5
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!
alfonsograziano
A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.
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
ilyazub
SerpApi MCP Server for Google and other search engine results
scottlepp
An MCP ( Model Context Protocol ) Server for Grafana Loki
metatool-ai
MCP Server MetaMCP manages all your other MCPs in one MCP.
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.