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MCP Servers

Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.

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Piia Engram

Patdolitse

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

170Developer Tools

dify-mcp-client

3dify-project

MCP Client as an Agent Strategy Plugin. Support GUI operation via UI-TARS-SDK.

169Developer Tools

mcp-server-apache-airflow

yangkyeongmo

169Data & Analytics

MCP Simple PubMed

andybrandt

MCP server for searching and querying PubMed medical papers/research database

168Data & Analytics

Dash Api Docs Mcp Server

Kapeli

MCP server for Dash, the macOS API documentation browser

167Memory & Knowledge

Ollama MCP Server

rawveg

An MCP Server for Ollama

167AI & Agents

GIS MCP Server

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.

167Other

Langfuse Prompt Management MCP Server

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.

167Other

SearxNcrawl

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.

167Search

Mcp Server Weread

ChenyqThu

166Other

Toleno Network

tolenonetwork

Toleno Network MCP Server — Control your Toleno mining account directly from Claude AI using natural language.

166Other

Log Analyzer with MCP

awslabs

A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

166Developer Tools

Defang

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.

165Cloud & Infrastructure

eShopLite

Azure-Samples

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

165Other

Yahoo Finance MCP Server

narumiruna

165Finance & Commerce

Typst MCP Server

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.

165Other

Opendocswork

Aimino-Tech

Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.

164Other

mcp-confluent

confluentinc

164Other

@f4ww4z/mcp-mysql-server

f4ww4z

A Model Context Protocol server for MySQL database operations

164Databases

Rust MCP Filesystem

rust-mcp-stack

Blazing-fast, asynchronous MCP server for seamless filesystem operations.

163Files & Storage

LMStudio-MCP

infinitimeless

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

163AI & Agents

MCP Content Summarizer Server

0xshellming

MCP Server for AI Summarization

163Other

Mcp Summarizer Server

0xshellming

MCP Server for AI Summarization

163Other

Make MCP Server (legacy)

integromat

Make MCP Server

163Other

MCP Zotero

kaliaboi

A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

163Other

ABAP-ADT-API MCP-Server

mario-andreschak

MCP-Server for SAP ABAP wrapping abap-adt-api

163Developer Tools

Weaviate MCP Server

weaviate

MCP (Model Context Protocol) server for Weaviate

162Databases

Compliant Llm

fiddlecube

Build Secure and Compliant AI agents and MCP Servers. YC W23

162AI & Agents

Web3 Research MCP

aaronjmars

Deep Research for crypto - free & fully local

161Data & Analytics

Discord MCP Server

hanweg

MCP server for discord bot

161Communication

Salesforce MCP Server

tsmztech

Salesforce MCP Server

161Data & Analytics

Google Workspace 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

160Other

SwiftMCP

Cocoanetics

Model Context Protocol Server for Swift

159Other

MCP Server Example

alejandro-ao

A simple MCP server to search for documentation (tutorial)

159Other

Unslop

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.

159Developer Tools

Zettelkasten MCP Server

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.

159Memory & Knowledge

Notion MCP Server

awkoy

Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.

159Memory & Knowledge

Math-MCP

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.

158Other

Serper Search and Scrape MCP Server

marcopesani

Serper MCP Server supporting search and webpage scraping

158Search

Semantic Scholar MCP Server

YUZongmin

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

158Memory & Knowledge

MCP servers.

aliyun

157Other

Jupyter Notebook MCP Server (for Cursor)

jbeno

Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

157Memory & Knowledge

Model Context Protocol server for Zotero

kujenga

Model Context Protocol (MCP) server for the Zotero API, in Python

157Other

Prism Mcp

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.

157Other

Atlassian Bitbucket MCP Server

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.

157Version Control

MCP Server.exe

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

157Other

Postman MCP Server

delano

An MCP server that provides access to Postman.

157Other

fetch-mcp

egoist

An MCP server for fetching URLs / Youtube video transcript.

156Browser Automation

1Panel MCP Server

1Panel-dev

mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.

156Other

any-chat-completions-mcp MCP Server

pyroprompts

MCP Server for using any LLM as a Tool

156AI & Agents

PAIML MCP Agent Toolkit

paiml

Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

156Developer Tools

Unreal Engine Code Analyzer MCP Server

ayeletstudioindia

MCP server for Unreal Engine 5

156Developer Tools

Apple Reminders MCP Server

FradSer

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

155Other

Lighthouse Mcp

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!

154Developer Tools

🐢🚀 Node.js Sandbox MCP Server

alfonsograziano

A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.

154Reasoning

LLM Gateway MCP Server

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

154AI & Agents

🧠 Ultimate MCP Server

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

154Memory & Knowledge

SerpApi MCP Server

ilyazub

SerpApi MCP Server for Google and other search engine results

154Search

Loki MCP Server

scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Loki

153Other

MetaMCP MCP Server

metatool-ai

MCP Server MetaMCP manages all your other MCPs in one MCP.

153Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

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.

2

How do I install an MCP server?

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.

3

Are MCP servers free to use?

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.

4

What is the difference between local and remote MCP servers?

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.

5

Which AI clients can connect to MCP servers?

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.

6

How can I evaluate whether an MCP server is safe and reliable?

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.