Awesome MCP Servers

发现最优秀的 MCP 服务器项目集合。这些精选的服务器为 AI 应用提供了强大的功能扩展, 包括网页自动化、API 开发、数据处理等。

🚀 什么是 awesome-mcp-servers?

awesome-mcp-servers 是一个精心策划的 MCP 服务器项目集合,包括优秀的项目如 playwright-mcp、 fastapi-mcp、claude-mcp 等。这些服务器为 AI 应用提供了各种功能扩展,如浏览器自动化、 API 开发、数据处理等。

🌐 网页自动化🔌 API 集成📊 数据处理🔍 搜索功能

服务器项目

195

总星数

594,191

活跃项目

0

精选 MCP 服务器项目

按星数和活跃度排序的优质 MCP 服务器项目

Popular MCP Projects

Showing 195 projects
View All
github-mcp-server
High

github-mcp-server

GitHub's official MCP Server

21,3352,165
github
Go
n8n
High

n8n

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

131,03140,696
n8n-io
TypeScript
awesome-mcp-servers
High

awesome-mcp-servers

A collection of MCP servers.

66,6245,363
punkpeye
Unknown
servers
High

servers

Model Context Protocol Servers

64,9247,564
modelcontextprotocol
TypeScript
context7
High

context7

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

26,4101,348
upstash
JavaScript
python-sdk
High

python-sdk

The official Python SDK for Model Context Protocol servers and clients

17,6692,331
modelcontextprotocol
Python
fastmcp
High

fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients

16,4721,089
jlowin
Python
mcp-for-beginners
High

mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

10,5973,131
microsoft
Jupyter Notebook
fastapi_mcp
High

fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

10,338806
tadata-org
Python
serena
High

serena

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

9,327646
oraios
Python
typescript-sdk
High

typescript-sdk

The official TypeScript SDK for Model Context Protocol servers and clients

9,2871,182
modelcontextprotocol
TypeScript
mcp-chrome
High

mcp-chrome

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

7,766662
hangwin
TypeScript
claude-flow
High

claude-flow

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.

7,6901,052
ruvnet
TypeScript
mcp-use
High

mcp-use

mcp-use is the easiest way to interact with mcp servers with custom agents

6,751771
mcp-use
Python
zen-mcp-server
High

zen-mcp-server

The power of Claude Code + [Gemini / OpenAI / Grok / OpenRouter / Ollama / Custom Model / All Of The Above] working as one.

6,353562
BeehiveInnovations
Python
browser-tools-mcp
High

browser-tools-mcp

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

6,271468
AgentDeskAI
JavaScript
mcp
High

mcp

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

5,765755
awslabs
Python
n8n-mcp
High

n8n-mcp

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

5,6551,072
czlonkowski
TypeScript
mcp-playwright
High

mcp-playwright

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

4,758417
executeautomation
TypeScript
awesome-mcp-servers
High

awesome-mcp-servers

Awesome MCP Servers - A curated list of Model Context Protocol servers

4,610423
appcypher
Unknown
5ire
High

5ire

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

4,529334
nanbingxyz
TypeScript
firecrawl-mcp-server
High

firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

4,502460
firecrawl
JavaScript
Awesome-MCP-ZH
High

Awesome-MCP-ZH

MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients

4,274247
yzfly
Unknown
klavis
High

klavis

Klavis AI (YC X25): Open Source MCP integration for AI applications

3,956377
Klavis-AI
Python
DesktopCommanderMCP
High

DesktopCommanderMCP

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

3,921436
wonderwhy-er
JavaScript
deep-research
High

deep-research

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

3,906954
u14app
JavaScript
mcp
High

mcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

3,742253
BrowserMCP
TypeScript
core
High

core

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

3,502434
opensumi
TypeScript
ida-pro-mcp
High

ida-pro-mcp

MCP Server for IDA Pro.

3,162312
mrexodia
Python
mcpo
High

mcpo

A simple, secure MCP-to-OpenAPI proxy server

3,140346
open-webui
Python
csharp-sdk
High

csharp-sdk

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

3,103478
modelcontextprotocol
C#
notion-mcp-server
High

notion-mcp-server

Official Notion MCP Server

2,993260
makenotion
TypeScript
unity-mcp
High

unity-mcp

A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

2,914387
CoplayDev
C#
MCP-Chinese-Getting-Started-Guide
High

MCP-Chinese-Getting-Started-Guide

Model Context Protocol(MCP) 编程极速入门

2,874170
liaokongVFX
Unknown
mcp-server-cloudflare
High

mcp-server-cloudflare

暂无描述

2,863244
cloudflare
TypeScript
awesome-mcp-servers
High

awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers

2,743585
wong2
Unknown
XcodeBuildMCP
High

XcodeBuildMCP

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

2,544109
cameroncooke
TypeScript
mcp-server-chart
High

mcp-server-chart

🤖 A visualization mcp contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

2,520231
antvis
TypeScript
mcp-server-browserbase
High

mcp-server-browserbase

Allow LLMs to control a browser with Browserbase and Stagehand

2,452262
browserbase
TypeScript
mcp-context-forge
High

mcp-context-forge

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

2,434293
IBM
Python
nunu
High

nunu

A CLI tool for building Go applications.

2,346186
go-nunu
Go
java-sdk
High

java-sdk

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

2,300606
modelcontextprotocol
Java
excel-mcp-server
High

excel-mcp-server

A Model Context Protocol server for Excel file manipulation

2,298260
haris-musa
Python
exa-mcp-server
High

exa-mcp-server

Exa is a Web Search API | This is Exa MCP (Model Context Protocol)

2,239188
exa-labs
TypeScript
markdownify-mcp
High

markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

2,115175
zcaceres
TypeScript
registry
High

registry

A community driven registry service for Model Context Protocol (MCP) servers.

2,095196
modelcontextprotocol
Go
shadcn-ui-mcp-server
High

shadcn-ui-mcp-server

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,and vue

1,837204
Jpisnice
TypeScript
mobile-mcp
High

mobile-mcp

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

1,795171
mobile-next
TypeScript
arxiv-mcp-server
High

arxiv-mcp-server

A Model Context Protocol server for searching and analyzing arXiv papers

1,687115
blazickjp
Python
go-sdk
High

go-sdk

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

1,678134
modelcontextprotocol
Go
mcp-shrimp-task-manager
High

mcp-shrimp-task-manager

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

1,592177
cjo4m06
JavaScript
Dive
High

Dive

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

1,535129
OpenAgentPlatform
TypeScript
mcp-proxy
High

mcp-proxy

A bridge between Streamable HTTP and stdio MCP transports

1,532155
sparfenyuk
Python
mcphub.nvim
High

mcphub.nvim

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

1,51362
ravitemer
Lua
modelcontextprotocol
High

modelcontextprotocol

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

1,513205
perplexityai
JavaScript
hexstrike-ai
High

hexstrike-ai

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

1,372307
0x4m4
Python
brightdata-mcp
High

brightdata-mcp

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

1,296179
brightdata
JavaScript
rulego
High

rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

1,244116
rulego
Go
mcptools
High

mcptools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

1,22286
f
Go
dbhub
High

dbhub

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB.

1,162107
bytebase
TypeScript
damn-vulnerable-MCP-server
High

damn-vulnerable-MCP-server

Damn Vulnerable MCP Server

1,14593
harishsg993010
Python
n8n-mcp-server
High

n8n-mcp-server

MCP server that provides tools and resources for interacting with n8n API

1,118186
leonardsellem
TypeScript
mcp-golang
High

mcp-golang

Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com

1,106109
metoro-io
Go
mcphub
High

mcphub

A unified hub for centralized management and dynamic organization of multiple MCP servers into streamable HTTP (SSE) endpoints, with support for flexible routing strategies

1,105129
samanhappy
TypeScript
metamcp
High

metamcp

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

1,073153
metatool-ai
TypeScript
gemini-mcp-tool
High

gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

1,05869
jamubc
TypeScript
dxt
High

dxt

Desktop Extensions: One-click local MCP server installation in desktop apps

1,00969
anthropics
TypeScript
mcp-server-chatsum
High

mcp-server-chatsum

Query and Summarize your chat messages.

1,00398
chatmcp
TypeScript
mcp-server-kubernetes
High

mcp-server-kubernetes

MCP Server for kubernetes management commands

988160
Flux159
TypeScript
Office-PowerPoint-MCP-Server
High

Office-PowerPoint-MCP-Server

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.

977114
GongRzhe
Python
mcp-language-server
High

mcp-language-server

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

95064
isaacphi
Go
swift-sdk
High

swift-sdk

The official Swift SDK for Model Context Protocol servers and clients.

937105
modelcontextprotocol
Swift
mcp-server-qdrant
High

mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

923146
qdrant
Python
unreal-mcp
High

unreal-mcp

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

916126
chongdashu
C++
mcp-jetbrains
High

mcp-jetbrains

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

91270
JetBrains
JavaScript
MiniMax-MCP
High

MiniMax-MCP

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

906141
MiniMax-AI
Python
ollama-mcp-bridge
High

ollama-mcp-bridge

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

903102
patruff
TypeScript
mcp-framework
High

mcp-framework

A framework for writing MCP (Model Context Protocol) servers in Typescript

84592
QuantGeekDev
TypeScript
MCP-Bridge
High

MCP-Bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

839105
SecretiveShell
Python
mysql_mcp_server
High

mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

793181
designcomputer
Python
mcp-server-mysql
High

mcp-server-mysql

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

782111
benborla
JavaScript
supabase-mcp-server
High

supabase-mcp-server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

78294
alexander-zuev
Python
terraform-mcp-server
High

terraform-mcp-server

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

77259
hashicorp
Go
awesome-devops-mcp-servers
High

awesome-devops-mcp-servers

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

754112
rohitg00
Unknown
Office-Word-MCP-Server
High

Office-Word-MCP-Server

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities.

739113
GongRzhe
Python
mcp-windbg
High

mcp-windbg

Model Context Protocol for WinDBG

70963
svnscha
Python
Gmail-MCP-Server
High

Gmail-MCP-Server

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.

689176
GongRzhe
JavaScript
memory-bank-mcp
High

memory-bank-mcp

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

66265
alioshr
TypeScript
jupyter-mcp-server
High

jupyter-mcp-server

🪐 ✨ Model Context Protocol (MCP) Server for Jupyter.

662112
datalayer
Jupyter Notebook
awesome-remote-mcp-servers
High

awesome-remote-mcp-servers

Remote MCP Servers

64769
jaw9c
Unknown
mcp-neo4j
High

mcp-neo4j

Model Context Protocol with Neo4j

631160
neo4j-contrib
Python
mongodb-mcp-server
High

mongodb-mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

624114
mongodb-js
TypeScript
mcp-memory-service
High

mcp-memory-service

Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications

59982
doobidoo
Python
kubernetes-mcp-server
High

kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

584116
containers
Go
fetch-mcp
High

fetch-mcp

A flexible HTTP fetching Model Context Protocol server.

55395
zcaceres
TypeScript
awesome-web3-mcp-servers
High

awesome-web3-mcp-servers

DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and blockchain.

55369
demcp
Unknown
mcp-server-docker
High

mcp-server-docker

MCP server for Docker

53862
ckreiling
Python
awesome-mcp-security
High

awesome-mcp-security

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

53237
Puliczek
Unknown
12306-mcp
High

12306-mcp

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

51486
Joooook
JavaScript
excel-mcp-server
High

excel-mcp-server

A Model Context Protocol (MCP) server that reads and writes MS Excel data

50867
negokaz
Go
server
High

server

Core PHP implementation for the Model Context Protocol (MCP) server

50533
php-mcp
PHP
awesome-mcp-servers
High

awesome-mcp-servers

A comprehensive collection of Model Context Protocol (MCP) servers

48897
TensorBlock
Unknown
ida-mcp-server
High

ida-mcp-server

A Model Context Protocol server for IDA

46651
MxIris-Reverse-Engineering
Python
mcp-filesystem-server
High

mcp-filesystem-server

Go server implementing Model Context Protocol (MCP) for filesystem operations.

45467
mark3labs
Go
iterm-mcp
High

iterm-mcp

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

42245
ferrislucas
TypeScript
wren-engine
High

wren-engine

🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥

413115
Canner
Java
duckduckgo-mcp-server
High

duckduckgo-mcp-server

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

39577
nickclyde
Python
clickup-mcp-server
High

clickup-mcp-server

ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol

390110
taazkareem
TypeScript
MCP-Nest
High

MCP-Nest

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

38570
rekog-labs
TypeScript
n8n-workflow-builder
High

n8n-workflow-builder

AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.

35994
makafeli
JavaScript
graphlit-mcp-server
High

graphlit-mcp-server

Model Context Protocol (MCP) Server for Graphlit Platform

35747
graphlit
TypeScript
dbt-mcp
High

dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

35246
dbt-labs
Python
mcp-for-security
High

mcp-for-security

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

34353
cyproxio
TypeScript
tfmcp
High

tfmcp

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️

33621
nwiizo
Rust
actors-mcp-server
High

actors-mcp-server

Model Context Protocol (MCP) Server for Apify's Actors

33337
apify
TypeScript
rails-mcp-server
High

rails-mcp-server

A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

33019
maquina-app
Ruby
linear-mcp-server
High

linear-mcp-server

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

32957
jerhadf
JavaScript
MCPSharp
High

MCPSharp

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

32537
afrise
C#
mcp-server
High

mcp-server

Giving Claude ability to run code with E2B via MCP (Model Context Protocol)

32252
e2b-dev
JavaScript
mcp-teams-server
High

mcp-teams-server

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

30220
InditexTech
Python
airtable-mcp-server
High

airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

29685
domdomegg
TypeScript
openmcp
High

openmcp

Turn any openapi file into an mcp server, with just the tools you need.

28816
getdatanaut
TypeScript
mcp-hub
High

mcp-hub

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

28331
ravitemer
JavaScript
aws-mcp
High

aws-mcp

Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.

28234
RafalWilinski
TypeScript
deepseek-mcp-server
High

deepseek-mcp-server

Model Context Protocol server for DeepSeek's advanced language models

27134
DMontgomery40
JavaScript
mcp-webresearch
High

mcp-webresearch

MCP web research server (give Claude real-time info from the web)

26958
mzxrai
JavaScript
mcp-git-ingest
High

mcp-git-ingest

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

26936
adhikasp
Python
base-mcp
High

base-mcp

A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API.

26284
base
TypeScript
mcp-mongo-server
High

mcp-mongo-server

A Model Context Protocol Server for MongoDB

26244
kiliczsh
TypeScript
run-model-context-protocol-servers-with-aws-lambda
High

run-model-context-protocol-servers-with-aws-lambda

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

26133
awslabs
Python
BloodHound-MCP-AI
High

BloodHound-MCP-AI

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.

26142
MorDavid
Python
mcp-manager
High

mcp-manager

simple web ui to manage mcp (model context protocol) servers in the claude app

26040
zueai
TypeScript
biomcp
High

biomcp

BioMCP: Biomedical Model Context Protocol

25938
genomoncology
Python
mcp-graphql
High

mcp-graphql

Model Context Protocol server for GraphQL

25441
blurrah
TypeScript
dify-mcp-server
High

dify-mcp-server

Model Context Protocol (MCP) Server for dify workflows

25233
YanxingLiu
Python
atlas-mcp-server
High

atlas-mcp-server

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

25137
cyanheads
TypeScript
win-cli-mcp-server
High

win-cli-mcp-server

Model Context Protocol server for secure command-line interactions on Windows systems

24643
simon-ami
JavaScript
mysql_mcp_server_pro
High

mysql_mcp_server_pro

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展

24630
wenb1n-dev
Python
mcp-server
High

mcp-server

Mapbox Model Context Protocol (MCP) server

24316
mapbox
TypeScript
obsidian-mcp-tools
High

obsidian-mcp-tools

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

23931
jacksteamdev
TypeScript
mcp-trader
High

mcp-trader

A Model Context Protocol (MCP) server for stock traders

23559
wshobson
Python
mcp-server-simulator-ios-idb
High

mcp-server-simulator-ios-idb

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.

22418
InditexTech
TypeScript
freecad-mcp
High

freecad-mcp

FreeCAD MCP(Model Context Protocol) server

22434
neka-nat
Python
mcp-server-12306
High

mcp-server-12306

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务,包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

22229
drfccv
Python
ms-365-mcp-server
High

ms-365-mcp-server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

21664
Softeria
TypeScript
prometheus-mcp-server
High

prometheus-mcp-server

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

21545
pab1it0
Python
argocd-mcp
High

argocd-mcp

An implementation of Model Context Protocol (MCP) server for Argo CD.

21023
akuity
TypeScript
Lambda-MCP-Server
High

Lambda-MCP-Server

Creates a simple MCP tool server with "streaming" HTTP.

20942
mikegc-aws
Python
mcp-neovim-server
High

mcp-neovim-server

Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library

20720
bigcodegen
TypeScript
obsidian-mcp-server
High

obsidian-mcp-server

Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for reading, writing, searching, and managing notes, tags, and frontmatter, acting as a bridge to the Obsidian Local REST API plugin.

20633
cyanheads
TypeScript
mcp-reddit
High

mcp-reddit

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

20229
adhikasp
Python
Remote-MCP
High

Remote-MCP

A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.

19727
ssut
TypeScript
mcp-twikit
High

mcp-twikit

A Model Context Protocol (MCP) server for interacting with Twitter.

19527
adhikasp
Python
elasticsearch-mcp-server
High

elasticsearch-mcp-server

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

19339
cr7258
Python
mcp-prompt-server
High

mcp-prompt-server

This is a server based on the Model Context Protocol (MCP), designed to provide pre-set prompt templates based on user task requirements. It aims to help tools like Cline, Cursor, and Windsurf execute various tasks more efficiently. The server returns these pre-set prompts as 'tools' for better use within editors such as Cursor and Windsurf.

189147
gdli6177
JavaScript
mcp-server-commands
High

mcp-server-commands

Model Context Protocol server to run commands

18833
g0t4
TypeScript
easy-mcp
High

easy-mcp

Absurdly easy Model Context Protocol Servers in Typescript

18411
zcaceres
TypeScript
mssql_mcp_server
High

mssql_mcp_server

A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure.

18153
RichardHan
Python
mcp-client-for-ollama
High

mcp-client-for-ollama

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include multi-server, dynamic model switching, streaming responses, tool management, human-in-the-loop, thinking mode, full model parameters configuration, custom system prompt and saved preferences. Built for developers working with local LLMs.

17731
jonigl
Python
drawio-mcp-server
High

drawio-mcp-server

Draw.io Model Context Protocol (MCP) Server

17418
lgazo
TypeScript
mcp-server-milvus
High

mcp-server-milvus

Model Context Protocol Servers for Milvus

16845
zilliztech
Python
reddit-mcp
High

reddit-mcp

Model Context Protocol server implementation for Reddit

16825
Arindam200
Python
mcp-omnisearch
High

mcp-omnisearch

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

16721
spences10
TypeScript
claude-talk-to-figma-mcp
High

claude-talk-to-figma-mcp

A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (GitHub Copilot, Cursor, etc.) to interact directly with Figma

16616
arinspunk
TypeScript
k8s-mcp-server
High

k8s-mcp-server

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

16631
alexei-led
Python
mcp-ical
High

mcp-ical

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

16642
Omar-V2
Python
mermaid-mcp-server
High

mermaid-mcp-server

A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images

16319
peng-shawn
JavaScript
mcp-linkedin
High

mcp-linkedin

A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API.

16335
adhikasp
Python
aws-mcp-server
High

aws-mcp-server

A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

16226
alexei-led
Python
opik-mcp
High

opik-mcp

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

16019
comet-ml
TypeScript
mac_messages_mcp
High

mac_messages_mcp

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

15817
carterlasalle
Python
mcp-linker
High

mcp-linker

mcp manager, add and syncs Model Context Protocol (MCP) server configurations across clients like Claude, Cursor, and VS Code/Cline/windsurf/neovim mcphub

15516
milisp
TypeScript
gcp-mcp
High

gcp-mcp

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.

15028
eniayomi
TypeScript
mcp-server-duckdb
High

mcp-server-duckdb

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

14815
ktanaka101
Python
mcp-server-siri-shortcuts
High

mcp-server-siri-shortcuts

MCP for calling Siri Shorcuts from LLMs

14612
dvcrn
TypeScript
MCP-Defender
High

MCP-Defender

Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

14513
MCP-Defender
TypeScript
jadx-mcp-server
High

jadx-mcp-server

MCP server for JADX-AI Plugin

14519
zinja-coder
Python
mcp-server-tree-sitter
High

mcp-server-tree-sitter

MCP Server for Tree-sitter

14519
wrale
Python
aws-finops-mcp-server
High

aws-finops-mcp-server

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

14343
ravikiranvm
Python
mcp-pinecone
High

mcp-pinecone

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

14129
sirmews
Python
figma-mcp-server
High

figma-mcp-server

Model Context Protocol server implementation for Figma API

13716
TimHolden
TypeScript
Quickchart-MCP-Server
High

Quickchart-MCP-Server

A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools.

13629
GongRzhe
JavaScript
django-mcp-server
High

django-mcp-server

Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI

13330
omarbenhamid
Python
notion-mcp-server
High

notion-mcp-server

**Notion MCP Server** is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools.

13016
awkoy
TypeScript
mcp-server-aws
High

mcp-server-aws

A Model Context Protocol server implementation for operations on AWS resources

12726
rishikavikondala
Python
aws-cost-explorer-mcp-server
High

aws-cost-explorer-mcp-server

MCP server for understanding AWS spend

12125
aarora79
Python
mcp-server-starrocks
High

mcp-server-starrocks

StarRocks MCP (Model Context Protocol) Server

11734
StarRocks
Python
mcp-server-bigquery
High

mcp-server-bigquery

A Model Context Protocol server that provides access to BigQuery

11530
LucasHild
Python
yahoo-finance-mcp
High

yahoo-finance-mcp

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

11159
Alex2Yang97
Python
mcp-server-calculator
High

mcp-server-calculator

A Model Context Protocol server for calculating.

11015
githejie
Python
MCP2Lambda
High

MCP2Lambda

Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).

10819
danilop
Python
zotero-mcp
High

zotero-mcp

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

10714
kujenga
Python
photoshop-python-api-mcp-server
High

photoshop-python-api-mcp-server

A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.

1007
loonghao
Python
mcp-hubspot
High

mcp-hubspot

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

9644
peakmojo
Python
teslamate-mcp
High

teslamate-mcp

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

929
cobanov
Python
HomeProjectsServersCommunitySearch