AI & Machine Learning

openhands

🙌 OpenHands: Code Less, Make More for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

anything-llm

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

mem0

Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. Python-based implementation.

chatgpt-on-wechat

基于大模型搭建的聊天机器人，同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入，可选择ChatGPT/Claude/DeepSeek/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。

localai

:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-gra...

cherry-studio

🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. Built for the Model Context Protocol to enhance AI capabilities.

librechat

Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini...

fastgpt

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, ...

composio

Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling for the Model Context Protocol. Enhance AI assistants with powerf

gpt-researcher

An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. Built for the Model Context Protocol to

claude-task-master

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others. Built for the Model Context Protocol to enhance AI capabiliti

goose

An open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM for the Model Context Protocol. Enhance AI

fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients Trusted by 19900+ developers. Trusted by 19900+ developers. Trusted by 19900+ developers.

repomix

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Lan...

maxkb

🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 for the Model Context Protocol. Enhance AI assistants with po

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Ag...

agentic

Your API ⇒ Paid MCP. Instantly. TypeScript-based implementation. Trusted by 18000+ developers. Trusted by 18000+ developers.

mastra

The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. Built for the Model Context Protocol to enh

plate

Rich-text editor with AI, MCP, and shadcn/ui TypeScript-based implementation. Trusted by 15300+ developers. Trusted by 15300+ developers.

serena

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations) Python-based implementation.

langbot

🤩 Easy-to-use global IM bot platform designed for LLM era / 简单易用的大模型即时通信机器人开发平台 ⚡️ Bots for QQ / QQ频道 / Discord / LINE / WeChat(微信, 企业微信)/ Telegram / 飞书 / 钉...

fay

Fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。 JavaScript-based implementation. Trusted by 12000+ developers.

figma-context-mcp

MCP server to provide Figma layout information to AI coding agents like Cursor TypeScript-based implementation. Trusted by 11600+ developers.

fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! Python-based implementation. Trusted by 11000+ developers.

genai-toolbox

MCP Toolbox for Databases is an open source MCP server for databases. Go-based implementation. Trusted by 10900+ developers.

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...

mcp-use

Mcp-use is the easiest way to interact with mcp servers with custom agents TypeScript-based implementation. Trusted by 8100+ developers.

upsonic

Agent Framework For Fintech for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

mcp-agent

Build effective agents using Model Context Protocol and simple workflow patterns Python-based implementation. Trusted by 7600+ developers.

phoenix

AI Observability & Evaluation for the Model Context Protocol. Enhance AI assistants with powerful integrations. Jupyter Notebook-based implementation.

mcp-go

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

git-mcp

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project TypeScript-based implementation.

modelcontextprotocol

Specification and documentation for the Model Context Protocol TypeScript-based implementation. Trusted by 6100+ developers.

cursor-talk-to-figma-mcp

CTTF: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

whatsapp-mcp

WhatsApp MCP server Go-based implementation. Trusted by 4900+ developers. Trusted by 4900+ developers. Trusted by 4900+ developers.

firecrawl-mcp-server

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

desktopcommandermcp

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities JavaScript-based implementation.

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 co...

aci

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unifie...

deepchat

🐬DeepChat - A smart assistant that connects powerful AI to your personal world for the Model Context Protocol. Enhance AI assistants with powerful integrations

claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent. TypeScript-based implementation. Trusted by 4100+ developers.

ida-pro-mcp

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. Python-based implementation. Trusted by 4100+ developers.

unity-mcp

An MCP server that allows MCP clients like Claude Desktop or Cursor to perform actions in the Unity Editor C#-based implementation.

csharp-sdk

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft. Trusted by 3500+ developers.

cipher

Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude D...

langchain-mcp-adapters

LangChain 🔌 MCP Python-based implementation. Trusted by 3000+ developers. Trusted by 3000+ developers. Trusted by 3000+ developers.

mcp-server-chart

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

java-sdk

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI Trusted by 2800+ developers.

rust-sdk

The official Rust SDK for the Model Context Protocol Trusted by 2500+ developers. Trusted by 2500+ developers. Trusted by 2500+ developers.

ai-infra-guard

A.I.G (AI-Infra-Guard) is a comprehensive, intelligent, and easy-to-use AI Red Teaming platform developed by Tencent Zhuque Lab.

supabase-mcp

Connect Supabase to your AI assistants for the Model Context Protocol. Enhance AI assistants with powerful integrations. TypeScript-based implementation.

markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown TypeScript-based implementation. Trusted by 2200+ developers.

supergateway

Run MCP stdio servers over SSE and SSE over stdio. AI gateway. TypeScript-based implementation. Trusted by 2200+ developers.

chatmcp

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP). Dart-based implementation. Trusted by 2000+ developers.

MCP-SuperAssistant

Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more... TypeScript-based implementation.

basic-memory

AI conversations that actually remember. Never re-explain your project to Claude again. Local-first, integrates with Obsidian.

DevDocs

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. TypeScript-based implementation.

mcp-crawl4ai-rag

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants for the Model Context Protocol. Enhance AI assistants with powerful integrations.

dive

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

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 s...

codemcp

Coding assistant MCP for Claude Desktop Python-based implementation. Trusted by 1500+ developers. Trusted by 1500+ developers.

mcphost

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

postgres-mcp

Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. Python-based implementation.

claude-desktop-debian

Claude Desktop for Debian-based Linux distributions for the Model Context Protocol. Enhance AI assistants with powerful integrations. Shell-based implementation

anyquery

Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP Go-based implementation. Trusted by 1300+ developers.

toolhive

ToolHive makes deploying MCP servers easy, secure and fun Go-based implementation. Trusted by 1300+ developers. Trusted by 1300+ developers.

mcptools

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

mcpelauncher-manifest

The main repository for the Linux and Mac OS Bedrock edition Minecraft launcher. Built for the Model Context Protocol to enhance AI capabilities.

mcp-scan

Constrain, log and scan your MCP connections for security vulnerabilities. Python-based implementation. Trusted by 1200+ developers.

web-eval-agent

An MCP server that autonomously evaluates web applications. Python-based implementation. Trusted by 1100+ developers. Trusted by 1100+ developers.

mcp-golang

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

kotlin-sdk

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains Trusted by 1100+ developers.

mcp-unity

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for OpenAI, Gemini, Claude, Deepseek and Grok interoperability

mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation Python-based implementation. Trusted by 1000+ developers.

minima

On-premises conversational RAG with configurable containers for the Model Context Protocol. Enhance AI assistants with powerful integrations.

godot-mcp

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

Agent-MCP

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP).

mcp-jetbrains

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

rednote-mcp

🚀MCP server for accessing RedNote(XiaoHongShu, xhs). TypeScript-based implementation. Trusted by 800+ developers. Trusted by 800+ developers.

agent

AI agent expert in PostgreSQL for the Model Context Protocol. Enhance AI assistants with powerful integrations. TypeScript-based implementation.

slack-mcp-server

The most powerful MCP Slack Server with no permission requirements, Apps support, multiple transports Stdio and SSE, DMs, Group DMs and smart history fetch l...

awesome-devops-mcp-servers

A curated list of awesome MCP servers focused on DevOps tools and capabilities. Trusted by 800+ developers. Trusted by 800+ developers.

mcp-framework

A framework for writing MCP (Model Context Protocol) servers in Typescript Trusted by 800+ developers. Trusted by 800+ developers.

mcp-bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools Python-based implementation. Trusted by 800+ developers.

mcp-router

A Unified MCP Server Management App TypeScript-based implementation. Trusted by 800+ developers. Trusted by 800+ developers.

openapi-mcp-server

Allow AI to wade through complex OpenAPIs using Simple Language for the Model Context Protocol. Enhance AI assistants with powerful integrations.

quickstart-resources

A repository of servers and clients from the Model Context Protocol tutorials TypeScript-based implementation. Trusted by 800+ developers.

ros-mcp-server

Connect AI models like Claude & GPT with robots using MCP and ROS. Python-based implementation. Trusted by 800+ developers.

gmail-mcp-server

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. JavaScript-based implementation.

mcp-security-checklist

A comprehensive security checklist for MCP-based AI tools. Built by SlowMist to safeguard LLM plugin ecosystems. Trusted by 700+ developers.

server

Core PHP implementation for the Model Context Protocol (MCP) server Trusted by 700+ developers. Trusted by 700+ developers.

memory-bank-mcp

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

jupyter-mcp-server

🪐 ✨ Model Context Protocol (MCP) Server for Jupyter. Python-based implementation. Trusted by 700+ developers. Trusted by 700+ developers.

kubectl-mcp-server

Chat with your Kubernetes Cluster using AI tools and IDEs like Claude and Cursor! for the Model Context Protocol. Enhance AI assistants with powerful integratio

mcp-knowledge-graph

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development JavaScript-based implementation.

kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift Go-based implementation. Trusted by 700+ developers. Trusted by 700+ developers.

docs-mcp-server

Enhance Your AI Coding Assistant for the Model Context Protocol. Enhance AI assistants with powerful integrations. TypeScript-based implementation.

qgis_mcp

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop Python-based implementation. Trusted by 600+ developers.

HyperChat

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productiv...

k8m

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。 Go-based implementation.

agent-kit

AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP. Trusted by 600+ developers.

fetch-mcp

A flexible HTTP fetching Model Context Protocol server. TypeScript-based implementation. Trusted by 600+ developers. Trusted by 600+ developers.

MCPJungle

Self-hosted MCP Gateway and Registry for AI agents Go-based implementation. Trusted by 600+ developers. Trusted by 600+ developers.

jadx-ai-mcp

Plugin for JADX to integrate MCP server Java-based implementation. Trusted by 600+ developers. Trusted by 600+ developers.

wcgw

Shell and coding agent on claude desktop app for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

ruby-sdk

The official Ruby SDK for the Model Context Protocol. Maintained in collaboration with Shopify. Trusted by 600+ developers.

workers-mcp

Talk to a Cloudflare Worker from Claude Desktop! for the Model Context Protocol. Enhance AI assistants with powerful integrations. TypeScript-based implementati

awesome-mcp-security

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️ Trusted by 500+ developers. Trusted by 500+ developers. Trusted by 500+ developers.

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.

vibetest-use

Vibetest MCP - automated QA testing using Browser-Use agents Python-based implementation. Trusted by 500+ developers. Trusted by 500+ developers.

apple-docs-mcp

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & A...

linkedin-mcp-server

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform...

spotify-mcp

MCP to connect your LLM with Spotify. Python-based implementation. Trusted by 500+ developers. Trusted by 500+ developers.

wren-engine

🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥 Java-based implementation.

gateway

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents. Go-based implementation.

line-bot-mcp-server

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account. TypeScript-based implementation.

ida-mcp-server

A Model Context Protocol server for IDA Python-based implementation.

web-agent-protocol

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support Python-based implementation.

mcp-youtube

A Model-Context Protocol Server for YouTube for the Model Context Protocol. Enhance AI assistants with powerful integrations. JavaScript-based implementation.

iterm-mcp

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

mcp-for-security

A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. TypeScript-based implementation.

code-index-mcp

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

claude-debugs-for-you

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension TypeScript-based implementation.

copilot-mcp

A powerful VSCode extension that lets you find and install MCP servers to use with GitHub Copilot.. TypeScript-based implementation.

obsidian-mcp-tools

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

docs

Documentation for the Model Context Protocol (MCP) MDX-based implementation.

mcp-remote-macos-use

The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

mcp-send-email

Send emails directly from Cursor with this email sending MCP server TypeScript-based implementation.

mcpadapt

Unlock 650+ MCP servers tools in your favorite agentic framework. Python-based implementation.

dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt. Python-based implementation.

apple-doc-mcp

MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support TypeScript-based implementation.

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...

graphlit-mcp-server

Model Context Protocol (MCP) Server for Graphlit Platform TypeScript-based implementation.

minecraft-mcp-server

A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explor...

mcp-hfspace

MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode. TypeScript-based implementation.

mcp-server-motherduck

MCP server for DuckDB and MotherDuck Python-based implementation.

mcp-sdk-php

Model Context Protocol SDK for PHP

freecad-mcp

FreeCAD MCP(Model Context Protocol) server Python-based implementation.

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 res...

tfmcp

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments.

mcp-llm-bridge

MCP implementation that enables communication between MCP servers and OpenAI-compatible LLMs Python-based implementation.

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.

mcp-cn-a-stock

这是一个为大模型提供 A 股数据的的 MCP(Model Content Protocol) 服务。 Python-based implementation.

mcp-teams-server

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

biomcp

Biomedical Model Context Protocol Python-based implementation.

laravel-mcp-server

A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a sca...

ms-365-mcp-server

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

mcp-nixos

Model Context Protocol Server for NixOS resources HTML-based implementation.

kicad-mcp

Model Context Protocol server for KiCad on Mac, Windows, and Linux Python-based implementation.

airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases TypeScript-based implementation.

yutu

A fully functional MCP server and CLI for YouTube Go-based implementation.

twitter-mcp

A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter. TypeScript-based implementation.

mcp-redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

mcp-graphql

Model Context Protocol server for GraphQL TypeScript-based implementation.

interactive-mcp

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

mcp-searxng

MCP Server for SearXNG TypeScript-based implementation.

mcp-google-ads

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations.

memorymesh

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8

edgeone-pages-mcp

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL. TypeScript-based implementation.

emcee

MCP generator for OpenAPIs 🫳🎤💥 Go-based implementation.

mcp-server-azure-devops

An MCP server for Azure DevOps TypeScript-based implementation.

alpaca-mcp-server

Alpaca’s official MCP server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your fa...

bloodhound-mcp-ai

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory...

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.

eechat

🚀 Powerful Local AI Chat Application - Mcp, Secure, Efficient, Personalized 本地化部署的大模型客户端 JavaScript-based implementation.

pdf-reader-mcp

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts.

mcp-git-ingest

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

investor-agent

A Model Context Protocol server for building an investor agent Python-based implementation.

mcp-webresearch

MCP web research server (give Claude real-time info from the web) JavaScript-based implementation.

llm-context.py

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and d...

mcp-claude-code

MCP implementation of Claude Code capabilities and more Python-based implementation.

mcp-server-simulator-ios-idb

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

prometheus-mcp-server

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

mcp-manager

Simple web ui to manage mcp (model context protocol) servers in the claude app TypeScript-based implementation.

perplexity-mcp

A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API. Python-based implementation.

mcp-mongo-server

A Model Context Protocol Server for MongoDB TypeScript-based implementation.

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, Ta...

gptr-mcp

MCP server for enabling LLM applications to perform deep research via the MCP protocol Python-based implementation.

win-cli-mcp-server

Model Context Protocol server for secure command-line interactions on Windows systems JavaScript-based implementation.

vscode-mcp-server

MCP server to expose VS Code editing features to an LLM for AI coding TypeScript-based implementation.

mcp-reasoner

A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation. TypeScript-based implementation.

mcp-neovim-server

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

consult7

MCP server to consult a language model with large context size Python-based implementation.

wiremcp

An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability JavaScript-based implementation.

filescopemcp

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistant...

droidmind

Control your Android devices with AI using Model Context Protocol Python-based implementation.

osp_marketing_tools

A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

mcpcontrol

MCP server for Windows OS automation TypeScript-based implementation.

mcp-trader

A Model Context Protocol (MCP) server for stock traders

aci-mcp

MCP server(s) for Aipolabs ACI.dev Python-based implementation.

apktool-mcp-server

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) Python-based implementation.

mcp-chatbot

A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP). Python-based implementation.

chat-mcp

A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs. HTML-based implementation.

mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their r...

cocos-mcp-server

一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos version...

claude_code-gemini-mcp

Simplified Gemini for Claude Code. for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

lyraios

LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to inte...

mcp-prompt-server

这是一个基于Model Context Protocol (MCP)的服务器，用于根据用户任务需求提供预设的prompt模板，帮助Cline/Cursor/Windsurf...更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回，以便在Cursor和Windsurf等编辑器中更好地使用。

reddit-mcp

Model Context Protocol server implementation for Reddit Python-based implementation.

mcp-linker

Mcp manager, add & syncs MCP server configurations across clients like Claude, Cursor💡 build-in AI assistant TypeScript-based implementation.

xiyan_mcp_server

A Model Context Protocol (MCP) server that enables natural language queries to databases Python-based implementation.

kagimcp

The Official Model Context Protocol (MCP) server for Kagi search & other tools. Python-based implementation.

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

foundry-mcp-server

An experimental MCP Server for foundry built for Solidity devs TypeScript-based implementation.

doris-mcp-server

Apache Doris MCP Server Python-based implementation.

mcp-twikit

A Model Context Protocol (MCP) server for interacting with Twitter. Python-based implementation.

mcp-rb

A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL

rust-docs-mcp-server

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate contex...

multimodal-mcp-client

A Multi-modal MCP client for voice powered agentic workflows TypeScript-based implementation.

langchain-mcp

Model Context Protocol tool support for LangChain Python-based implementation.

remote-mcp

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

mcp-ical

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

mcp-server-commands

Model Context Protocol server to run commands TypeScript-based implementation.

mcp-maigret

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. JavaScript-based implementation.

mcp-server-tree-sitter

MCP Server for Tree-sitter Python-based implementation.

mcp_code_executor

The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. JavaScript-based implementation.

spring-ai-mcp

Java SDK for the Model Context Protocol (MCP), providing seamless integration between Java and Spring applications and MCP-compliant AI models and tools.

mcp-server-milvus

Model Context Protocol Servers for Milvus Python-based implementation.

mcp_massive

An MCP server for Massive.com Financial Market Data Python-based implementation.

mongodb-lens

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases JavaScript-based implementation.

y-cli

A Tiny Terminal Chat App for AI Models with MCP Client Support Python-based implementation.

easy-mcp

Absurdly easy Model Context Protocol Servers in Typescript

CAD-MCP

CAD MCP Server Python-based implementation.

anytype-mcp

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through n...

armor-crypto-mcp

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more. Python-based implementation.

browser-control-mcp

MCP server paired with a browser extension that enables AI agents to control the user's browser. TypeScript-based implementation.

mcp-guardian

Manage / Proxy / Secure your MCP Servers Rust-based implementation.

bifrostmcp

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs TypeScript-based implementation.

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 conversa...

opik-mcp

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

strava-mcp

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs TypeScript-based implementation.

quarkus-mcp-servers

Model Context Protocol Servers in Quarkus Java-based implementation.

auto-mcp

Transform any OpenAPI/Swagger definition into a fully-featured Model Context Protocol (MCP) server Go-based implementation.

mcp-n8n-workflow-builder

MCP server for Claude / Cursor building n8n workflow TypeScript-based implementation.

mongo-mcp

A mongo db server for the model context protocol (MCP) TypeScript-based implementation.

docfork-mcp

Up-to-date documentation to 9,000+ libraries for devs and AI agents. Built for the Model Context Protocol to enhance AI capabilities. TypeScript-based implement

gistpad-mcp

📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists TypeScript-based implementation.

mcp-simple-arxiv

Tool to work with arXiv, provide LLM with ability to search and read papers from there for the Model Context Protocol. Enhance AI assistants with powerful inte

y-gui

A Tiny Web Chat App for AI Models with MCP Client Support TypeScript-based implementation.

mcp-server-siri-shortcuts

MCP for calling Siri Shorcuts from LLMs TypeScript-based implementation.

secops-mcp

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface.

ha-mcp-for-xiaozhi

Homeassistant MCP server for 小智AI Python-based implementation.

dynatrace-mcp

MCP server for Dynatrace Observability TypeScript-based implementation.

ida-mcp-server-plugin

IDA Pro Plugin for serving MCP SSE server for cursor / claude Python-based implementation.

mcp-server-weaviate

MCP (Model Context Protocol) server for Weaviate Go-based implementation.

mcp-telegram

MCP server to work with Telegram through MTProto Python-based implementation.

meilisearch-mcp

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. Python-based implementation.

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.

penpot-mcp

Penpot MCP server Python-based implementation.

facebook-ads-library-mcp

MCP Server for Facebook ADs Library - Get instant answers from FB's ad library Python-based implementation.

Google-Scholar-MCP-Server

A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

mcp-pinecone

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG Python-based implementation.

discordmcp

Discord MCP Server for Claude Integration TypeScript-based implementation.

mcp-client-go

Mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers

mcp-gateway

A gateway demo for MCP SSE Server JavaScript-based implementation.

gbox

Cli and MCP for gbox. Enable AI agents to operate Android/Browser/Desktop like human. Go-based implementation.

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 Conte...

xero-mcp-server

An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction TypeScript-based implementation.

mcp-1panel

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

postman-mcp-server

An MCP server that provides access to Postman. TypeScript-based implementation.

MCP-Salesforce

MCP Salesforce connector Python-based implementation.

any-chat-completions-mcp

MCP Server for using any LLM as a Tool JavaScript-based implementation.

mcphub-desktop

Desktop APP for Discover and Install MCP Servers TypeScript-based implementation.

openapi-mcp

Dockerized MCP Server to allow your AI agent to access any API with existing api docs Go-based implementation.

mcp-summarizer

MCP Server for AI Summarization JavaScript-based implementation.

opendatamcp

Connect any Open Data to any LLM with Model Context Protocol. Python-based implementation.

mcp-solver

Model Context Protocol (MCP) server for constraint optimization and solving" Python-based implementation.

mcp-logseq

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

mcp-zotero

A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. Built for the Model Context Protocol to enhance AI capabilities.

mcp-think-tool

An MCP server implementing the think tool for Claude Python-based implementation.

open-streetmap-mcp

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

mcp-echarts

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis. TypeScript-based implementation.

gitingest-mcp

Mcp server for gitingest Python-based implementation.

mcp-server-calculator

A Model Context Protocol server for calculating. Python-based implementation.

mcp-server-starrocks

StarRocks MCP (Model Context Protocol) Server Python-based implementation.

mcp-chat

Open Source Generic MCP Client for testing & evaluating mcp servers and agents TypeScript-based implementation.

mcp-server-aws

A Model Context Protocol server implementation for operations on AWS resources Python-based implementation.

ai-image-gen-mcp

An MCP (Model Context Protocol) server implementation for generating images using Replicate's black-forest-labs/flux-schnell model.

aws-cost-explorer-mcp-server

MCP server for understanding AWS spend Python-based implementation.

claude-gemini-mcp-slim

Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1M+ token context window, smart model selection, and powerful code a...