Categories

streamable-http-mcp-server

by purunep

Real-time MCP server using Streamable HTTP for AI-powered chatbots and tools.

polymarket-mcp

by CarlosIbCu

Model Context Protocol server for Polymarket CLOB – FastAPI, Docker-ready, LLM-tool compatible

open-responses-server

by teabranch

Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.

custom-MCP-servers

by KaushalprajapatiKP

Custom MCP Server with RAG, Weather, Brave Search & Notes — A fully featured MCP server built with FastMCP, integrating OpenAI models, GroundX RAG capabilities, Brave News Search, Weather API, and local notes handling. Designed for developers to run intelligent multi-agent systems with semantic search, document ingestion,and LLM-based interactions.

pydoll-mcp

by JinsongRoh

PyDoll MCP Server is a Model Context Protocol (MCP) server built on PyDoll, a next-generation browser automation library. It enables AI assistants like Claude to naturally control web browsers and perform complex web automation tasks.

deep-research

by u14app

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

mcp-tts

by blacktop

MCP Server for Text to Speech

neurolink

by juspay

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.

rust-docs-mcp-server

by Govcraft

🦀 Prevents outdated Rust code suggestions from AI assistants.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

mcp

by Techiral

🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal for developers creating next-generation AI applications!

mcp-openai-image-generation

by ai-zerolab

MCP Server for openai image generation

bibble

by pinkpixel-dev

A CLI chatbot application and MCP (Model Context Protocol) Client. Supports MCP server configuration. Bibble provides a terminal-based interface for interacting with AI language models, featuring real-time streaming, chat history, and tool integration.

agentic-developer-mcp

by teabranch

An MCP server that scales development into controllable agentic, recursive flows, and build a feature from bottom-up

AI_Agent_with_MCP

by vanthe9812

# AI_Agent_with_MCPThis project sets up a Model Context Protocol (MCP) server using Google's Agent Development Kit (ADK) to create intelligent agents that work together. 🤖 Explore the various agents designed for tasks like data analysis, web searches, and code generation. 🛠️

openai-pearl-mcp-demo

by Pearl-com

Sample chat UI app to connect Pearl MCP Server through OpenAI Responses API

llm-tools-mcp

by VirtusLab

Connect to MCP servers right from your shell. Plugin for simonw/llm.

MCP-Server-BNV

by tashasho

This is a V1.0 of a workflow automation system for Beyond Next Ventures.

py-mcp-server-explorer-notebook

by messeb

🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.

fastmail-chat

by jeffjjohnston

A simple chat interface to use with OpenAI and the Fastmail MCP server

agent_with_multiple_mcp_servers

by extrawest

A modular system for creating AI agents using the Model Context Protocol (MCP). This framework allows connecting to multiple MCP servers simultaneously, aggregating tools, and executing queries using LangChain agents

MCP-Server

by Rushhaabhhh

Model Context Protocol server bridging Claude/LLMs with real-world APIs. Standardized AI-API integration for finance, weather, news, and GitHub data.

mcp-dream-weaver

by Ashish-Soni08

MCP server that weaves your wildest prompts into stunning images using OpenAI's image generation models.

openai-image-1-ideogram-mcp

by Thelyoncrypt

OpenAI Image 1 Ideogram MCP - Enterprise-grade Model Context Protocol server for Ideogram v3.0 API with Style References, Rendering Speed Control, and Enhanced Features

aider-mcp

by larock22

WebSocket server that exposes Aider's AI coding capabilities through the Model Context Protocol (MCP) for programmatic access

AI-github-changelog-generator-cli-mcp

by idominikosgr

Generate professional changelogs from git commits using AI Works as a standalone CLI tool or MCP server for AI assistants

Analysis-Alpaca-Researcher

by DeepKariaX

🦙 Production-ready MCP server for comprehensive research and analysis with web + academic search, content extraction, and optional React web interface

tuui

by AI-QL

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

mcp-ai-agent

by 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.

lemonade

by lemonade-sdk

Local LLM Server with NPU Acceleration

mcp-server

by strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

turbular

by raeudigerRaeffi

A MCP server allowing LLM agents to easily connect and retrieve data from any database

pubnub-mcp-server

by pubnub

PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!

mcp-agent

by CeerDecy

MCP Agent is a framework that integrates MCP tools with LLM clients. It provides a structured way to build MCP tools using large language models, handling tool integration and client management while letting developers focus on business logic.

streamble-http-mcp-client

by purunep

Real-time conversational chatbot using Streamable HTTP, Semantic Kernel, and Azure OpenAI to discover and serve food recipes via an MCP server.

litemcp

by yanmxa

A minimal, lightweight client designed to simplify SDK adoption into MCP

openai-mcp-example

by manekinekko

This project showcases how to use the MCP protocol with OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.

aws-mcp-server

by codewithdpk

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

qterm

by varlabz

little but powerful cli/chat llm client

my-mcp-server

by quang-pham-dev

My MCP Server POC

mcp-local-spec

by jonnyzzz

MCP Servers discovery spec

OmniMind

by Techiral

OmniMind: An open-source Python library for effortless MCP (Model Context Protocol) integration, AI Agents, AI workflows, and AI Automations. Plug & Play AI Tools for MCP Servers and Clients, powered by Google Gemini.

AIFoundry-MCPConnector-FabricGraphQL

by LazaUK

MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.

AIaW

by NitroRCr

AI as Workspace - A better AI (LLM) client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

mcp_weather_scraper

by EXPESRaza

A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content using HTML parsing and caching.

AzureOpenAI-MCPClient

by RodrigoPAml

A MCP Client implementation with Azure OpenAI

document-search-mcp-server

by sawantudayan

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup.

openai-agents-chat-demo

by zzqfsy

openai agents chat demo. integration custom llm and mcp server and function tool

daan

by pluveto

✨Lightweight LLM Client with MCP 🔌 & Characters 👤

scira-mcp-chat

by zaidmukaddam

A minimalistic MCP client with a good feature set.

cisco-nso-mcp-server

by dbono711

A Model Context Protocol (MCP) server implementation for Cisco NSO that enables AI-powered network automation through natural language interactions.

evo-mcp

by brunonuzzi

MCP Evo Supergateway is gateway application to interface with the Evolution API. It sets up an stdio MCP server defined in index.js and exposes it as a server-sent events (SSE) endpoint, making it ideal for remote connections or integration with tools like n8n.

agents-mcp-usage

by andrewginns

Repo for demonstrating simple Model Context Protocol (MCP) server with several Agent Frameworks

Mcp_calender_agent

by kristofferv98

Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.

scira-mcp-chat

by RAMOSNO

A minimalistic MCP client with a good feature set.

agents-mcp-usage

by kikzi

Repo for demonstrating simple Model Context Protocol (MCP) server with several Agent Frameworks

MCP-Server

by sushant1827

This repository contains workflow configurations for a Model Context Protocol (MCP) server that integrates AI capabilities with n8n automation platform.

mcp-client-cli

by VarunSAthreya

A CLI MCP client working with OpenAI models

imagegen-mcp

by spartanz51

MCP server for OpenAI Image Generation & Editing — text-to-image, image-to-image (with mask), no extra plugins.

mcp_starter_cli

by Sumedh1599

CLI tool to scaffold, run, and test MCP servers locally with Node.js or Python, integrated with Claude and OpenAI key injection and auto-link to Claude Desktop.

MCP-Client

by sushant1827

This repository contains an n8n workflow that integrates a chat interface with an AI agent, using a Message Control Protocol (MCP) client for communication.

mcp-cron

by jolks

MCP Server that schedule shell command or AI prompt tasks

Whatsapp_Agent

by aasherkamal216

A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.

agentic-mcp-client

by peakmojo

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

DeepCo

by succlz123

A Chat Client for LLMs, written in Compose Multiplatform.

azure-container-apps-ai-mcp

by manekinekko

This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.

q-agent

by varlabz

little but powerful cli chat llm client

kubernetes-ai-ops-agent

by jhzhu89

AI-powered assistant that enables natural language interactions with Kubernetes clusters. Simplifies DevOps workflows using Model Context Protocol (MCP) servers for executing K8s operations through conversational interfaces.

subspace-api

by subtype-space

An express-based RESTful API and Model Context Protocol (MCP) server for services used by subtype.space. Please note the GitHub repository is a downstream mirror, and updates may be late.

solon-ai

by opensolon

Java AI (agent) full scenario application development framework (LLM, Function Call, RAG, Embedding, Reranking, Flow, MCP Server, Mcp Client). Compatible with java8 ~ java24.

octagon-vc-agents

by OctagonAI

An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

mcp-sse

by enso-labs

Simple MCP Server Deployment

openai-agents-mcp-server

by lroolle

OpenAI Agents And Tools as MCP Server

tiny_chat

by to-aoki

This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.

gpt-image-1-mcp

by CLOUDWERX-DEV

A Model Context Protocol (MCP) server for generating and editing images using the OpenAI gpt-image-1 model.

espresso-mcp

by vs4vijay

A MCP Server for the Espresso Android Test Framework, designed to enhance testing capabilities and streamline development workflows.

simple-chat-cli-mcp-client

by mildronize

A simple CLI client for talking to Model Context Protocol (MCP) servers using natural language prompts — powered by OpenAI and designed for experimentation.

Rini-API-client

by mori-mmmm

Client for Rini API Server

Rini-API-server

by mori-mmmm

FastAPI로 구축된 다중 LLM(Gemini, OpenAI, Anthropic) 통합 API 게이트웨이: 키 관리, 세션, 메모리, 사용량 추적 지원.

open-multiple-model-mcp-client

by xiaoquisme

a open source multiple model mcp client. under developing

azure-container-apps-ai-mcp

by Azure-Samples

This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.

auto-mcp-client

by down-to-earth1994

基于Spring AI 封装了 mcp-client 服务，目的使web网页智能体也能通过 stdio 和 HTTP SSE（Server-Sent Events） 与 MCP Server 进行交互。项目实现了自动化的连接管理机制，包括自动初始化连接、健康检查、超时关闭以及链接复用等功能

distri

by distrihub

A framework for building and composing AI agents built in Rust. Build simply using YAML or rust-script. Leverage mcp-servers right away.

folderr-mcp-server

by folderr-tech

A Model Context Protocol (MCP) server that provides tools to interact with Folderr's API

mcp-aoai-web-browsing

by kimtth

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with Azure OpenAI and 🌐 web browser control via Playwright.

researcher-mcp

by lukezinmaker

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI

smartsheet-server

by terilios

MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment

continue

by continuedev

⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks

cherry-studio

by CherryHQ

🍒 Cherry Studio is a desktop client that supports for multiple LLM providers.

OpenAPI-MCP

by gujord

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

repomix

by yamadashy

📦 Repomix (formerly Repopack) 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 Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

witsy

by nbonamy

Witsy: desktop AI assistant

LibreChat

by danny-avila

Enhanced ChatGPT Clone: Features Agents, DeepSeek, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active project.

langchainjs-mcp-adapters

by langchain-ai

Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

tutorial-mcp-server-dotnet

by mehrandvd

This is a very basic example of how to create MCP servers in .NET

UnrealGenAISupport

by prajwalshettydev

UnrealMCP is here!! Automatic blueprint and scene generation from AI!! An Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Supports Claude Desktop App & Cursor, also includes OpenAI's GPT4o, DeepseekR1 and Claude Sonnet 3.7 APIs with plans to add Gemini, Grok 3, audio & realtime APIs soon.

python-mcp-server-client

by GobinFan

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

llm-bridge-mcp

by sjquant

A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.

gateway

by centralmind

AI-Powered API Generation from Your Data for LLMs and Agents

mcp-server-starter

by mgesteban

This repository contains a ready-to-use Model Context Protocol (MCP) server that supercharges your development workflow. As a new developer, I created this tool to consolidate documentation and streamline my development process—now I'm sharing it with you.

MCP-Bridge

by SecretiveShell

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

wcgw

by rusiaaman

Shell and coding agent on claude desktop app

inbox-zero

by elie222

Open source email app to reach inbox zero fast.

mcpserve

by ryaneggz

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

mcp-llm

by sammcj

An MCP server that provides LLMs access to other LLMs

openapi-mcp-server

by sotayamashita

(WIP) Powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). Automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop.