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AI & Agents

.NET OpenAI MCP Agent

Azure-Samples

Sample to create an AI Agent using OpenAI models with any MCP server running on Azure Container Apps

28AI & Agents

YouTube Search Assistant with ADK, MCP and Gemma 3

arjunprabhulal

Build AI Agent using Google ADK , MCP and Gemma 3 model

27AI & Agents

MCP AI Infra Real Time Agent

junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independent

27AI & Agents

Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval

pratikjadhav2726

Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

27AI & Agents

Claude MCP Server Collection

syedazharmbnr1

MCP Server implementation for Claude

27AI & Agents

🚀 MCP-Ollama Server

Sethuram2003

Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while keeping data private. Modular Python servers for on-prem AI. #LocalAI #MCP #Ollama

26AI & Agents

🔗 MCP Link — Let AI Agents Use Your Tools

AuraFriday

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

26AI & Agents

AI Chat Desktop Applications

alexandephilia

Electron-based desktop applications for various AI chat platforms.

25AI & Agents

AI Chat Linux Desktops Applications

alexandephilia

Electron-based desktop applications for various AI chat platforms.

25AI & Agents

MCP with Gemini Tutorial

GuiBibeau

Building MCP Servers with Google Gemini

25AI & Agents

MCP To LangChain Tools Conversion Utility / TypeScript

hideya

MCP to LangChain Tools Conversion Utility / TypeScript

24AI & Agents

Multi-Chat MCP Server (Google Chat Included)

siva010928

Google Chat MCP server that lets AI assistants like Claude and Cursor participate directly in team conversations - search messages, help teammates, share files, and coordinate across chat platforms.

24AI & Agents

Your Money Left The Chat

Rayato159

A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.

23AI & Agents

Perplexity MCP Server

cyanheads

A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.

23AI & Agents

Bugsnag MCP Server

tgeselle

A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.

23AI & Agents

LiveKit Agent integrated with Home Assistant MCP Server

longcw

LiveKit Agent integrated with MCP server of Home Assistant

22AI & Agents

A2A MCP Server

regismesquita

A2A MCP Server is a lightweight Python bridge that lets Claude Desktop or any MCP client talk to A2A agents. It provides three tools: register servers, list agents, and call an agent, enabling quick integration of A2A-compatible agents with zero boilerplate for rapid prototyping.

21AI & Agents

Introduction

chy168

21AI & Agents

X Tools for Claude MCP

0xGval

X Tools for Claude MCP: A lightweight toolkit enabling Claude to search Twitter with natural language and display results based on user intent. Get raw tweet data or AI analysis—your choice. Supports advanced Twitter search operators with filters for users, dates, and engagement

21AI & Agents

AgentMCP: The Universal System for AI Agent Collaboration

grupa-ai

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

20AI & Agents

AgentMCP: Multi-Agent Collaboration Platform

geniusgeek

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

20AI & Agents

Claude FAF

Wolfe-Jam

Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759

19AI & Agents

Xiaohongshu API MCP Server | 小红书 API 微服务

proerror77

XHS MCP Agent - A MCP server implementation

18AI & Agents

Kicad Mcp Pro

oaslananka

AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturing review from Claude, Cursor, Copilot and other AI agents.

18AI & Agents

MCP ChatGPT Server

billster45

MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management

18AI & Agents

Mcp_proxy_pydantic_agent

p2c2e

Example for exposing MCP servers to Pydantic Agents

18AI & Agents

Gemini Rust Suite 🦀

frostdev-ops

> Gemini Rust Suite 🦀: A powerful, modular Rust toolkit for interacting with Google Gemini. Features a feature-rich CLI, persistent semantic memory (LanceDB), and extensible tool integration via the Model Context Protocol (MCP).

17AI & Agents

Grok FAF

Wolfe-Jam

Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a URL

17AI & Agents

mcp-server-chatgpt-app

cdpath

17AI & Agents

Bull Vision Agent

Cognitive-Stack

A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.

17AI & Agents

Gemini MCP Server for Claude Desktop

Garblesnarff

A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Google's Gemini AI - featuring 7 tools with Smart Tool Intelligence that learns from your usage patterns

17AI & Agents

MCP Server: Ollama Deep Researcher

Cam10001110101

17AI & Agents

ConsultingAgents MCP Server

MatthewPDingle

An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.

17AI & Agents

DOS Kernel - trust substrate for agent fleets (stdio via PyPI)

anthony-chaudhary

Catch your AI agents when they lie about what they shipped — verifies claims against git instead of believing the agent.

16AI & Agents

Multi LLM Cross-Check MCP Server

lior-ps

A Model Control Protocol (MCP) server that allows cross-checking responses from multiple LLM providers simultaneously

15AI & Agents

Claude MCP Approval Server

adstastic

MCP server with Whatsapp integration (Twilio) to remote approve Claude Code tool use

15AI & Agents

Claude Notification Server

charles-adedotun

MCP server for macOS notifications and sounds when Claude Desktop tasks complete.

15AI & Agents

ChatGPT MCP Server

Toowiredd

A Model Context Protocol server for Docker management through ChatGPT

15AI & Agents

LLM SSE MCP Demo

nlinhvu

This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time communication.

14AI & Agents

N8n Asistans

onurpolat05

14AI & Agents

Flomo MCP Server

xianminx

A Model Context Protocol (MCP) server that lets you create notes in Flomo directly through AI chat interactions in Cursor or Claude desktop. Write and organize your thoughts seamlessly through natural language commands.

14AI & Agents

TxtAI Assistant MCP

rmtech1

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C

14AI & Agents

mcp-micromanage

yodakeisuke

A Micromanagement Tool for Development Workflows: Helps coding agent plan, track, and visualize sequential development tasks with detailed commit-level granularity. Features interactive visualization, automated status tracking, and structured workflow management.

13AI & Agents

🤖 AI Development Assistant MCP Server

yeakub108

MCP Server for Windsurf

13AI & Agents

Claude Code MCP Server

ebeloded

An MCP server that allows AI tools to interact with Claude Code programmatically with session continuity and async execution support.

13AI & Agents

CodeCompass

alvinveroy

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

13AI & Agents

gemini-mcp-server

georgejeffers

A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can be used in Claude Desktop App.

12AI & Agents

Gemini Nanobanana Mcp

Junhan2

MCP server for Google Gemini 2.5 Flash Image preview (text-to-image, editing, composition)

11AI & Agents

MCP Claude Hacker News

imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

11AI & Agents

Live2D Assistant

wwbweibo

Live2d Assistant is an extensive assistant application with mcp server and multi-agent support.

11AI & Agents

Claude MCP for Marketing Professionals

redmorestudio

One-click installer for Claude MCP servers focused on marketing professionals

10AI & Agents

FastMCP Integration Application Demo

ZhouhaoJiang

A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用,集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo

10AI & Agents

Welcome to Agent MCP

AgentMCP

A directory of AI Agents and MCP Orchestration open source tools

10AI & Agents

🦜 🔗 LangChain MCP Client

datalayer

🦜🔗 LangChain Model Context Protocol (MCP) Client

10AI & Agents

AppAmbit MCP

AppAmbit

Connect AI assistants to AppAmbit — the all-in-one platform for mobile app analytics, crash reporting, build distribution, managed databases, serverless functions, and CMS.

10AI & Agents

ZeroPath MCP Server

ZeroPathAI

Open-source MCP server for querying ZeroPath security issues, patches, and scans using Claude, Cursor, Windsurf, or any AI assistant.

9AI & Agents

MCP AI Agent with Google ADK, Google Maps, and Opik

luuisotorres

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

9AI & Agents

Distri: A Composable Agent Framework

distrihub

Distri is A2A compatible OpenClaw like agent framework built in Rust.

9AI & Agents

CodeBox-AI

tomconte

A secure Python code execution service designed to integrate with LLMs like GPT and Claude, providing a self-hosted alternative to OpenAI's Code Interpreter. Now with MCP server.

9AI & Agents

Nexus MCP Bridge for VSCode

wesnermichel

NEXUS MCP- Simple MCP server for Claude Desktop

9AI & Agents

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.