Categories

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.

SQL_MCP_Server

by pawankumar94

SQLGenius is an AI-powered SQL assistant that converts natural language to SQL queries using Vertex AI's Gemini Pro. Built with MCP and Streamlit, it provides an intuitive interface for BigQuery data exploration with real-time visualization and schema management.

grumpydev-mcp

by sinedied

Let the grumpy senior dev review your code with this MCP server

MCP-Server-Client

by suyashsangale

A modular, open-source framework for building and deploying AI-powered tools and agent-based chat systems using MCP server and Streamlit App

oura-mcp-server

by rajvirtual

Oura Ring Model Controller Protocol (MCP).

mcp-wikipedia

by danbunnell

A simple MCP Server in Python for working with Wikipedia topic content in a GenAI context

amazon-q-index-mcp

by windson

MCP Server using Amazon Q Business Cross App index

secure-mcp-gateway

by enkryptai

Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - with guardrails at each MCP server to overcome multiple security issues with using MCPs

yahoo-mcp

by spjoshis

Yahoo MCP is an MCP server that provides various tools, including retrieving stock prices, viewing stock details, listing available stocks, and more.

amazon-q-index-mcp

by colegui242

This repository contains an MCP server for Acme Company that integrates with Amazon Q Business' cross-app index. Follow the setup instructions to configure your environment and run the application smoothly. 🚀🛠️

adk-mcp-brightdata

by arjunprabhulal

A comprehensive implementation of Google's Agent Development Kit (ADK) v1.2.0+ integrated with Bright Data's Model Context Protocol (MCP) server for intelligent web search and data extraction capabilities.

mcp-context-forge

by IBM

A Model Context Protocol (MCP) Gateway. 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).

rag-app-on-aws

by genieincodebottle

Terraform-based Infrastructure as Code (IaC) for deploying complete AWS backend services, integrated with Google's free-tier Gemini Pro and Gemini Embedding models for AI powered document querying including Remote Streamable HTTP based Web Search MCP Server,streamlit UI..

fal-ai-mcp-server

by piebro

An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos.

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.

mcp_server

by AdiGo22

MCP Server using TypeScript and JavaScript made with official MCP docs handling US Weather data having context for two tools - showing weather forecast and weather alerts for US based location. Used Zod for data validation and architectured two folders - src and build , development (ts) and production (js) respectively.

MCP-Server-Cybersecurity-News

by enggpt-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.

ntealan-apis-mcp-server

by Levis0045

A modular, extensible [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) server for NTeALan REST APIs dictionaries and contributions. This project provides a unified interface for managing dictionary data, articles, and user contributions, and is designed for easy integration and extension.

MCP-Client-and-Server-Demo

by ChaitanyaK77

This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's interface.

sample-building-mcp-servers-with-rust

by aws-samples

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

MCP-Server-Cybersecurity-News

by forgeai-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.

ai-publications

by jonigl

A collection of articles and guides on AI, Generative AI, and Machine Learning, featuring practical examples in Python, TypeScript, and MCP server development.

DiffuGen

by CLOUDWERX-DEV

DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion models including Flux, SDXL, SD3, and SD1.5. Diffugen also features an OpenAPI Server for API usage and designed to support OpenWebUI OpenAPI Tool use.

multi-llm-chat-app-vue-python

by yo-ban

This application provides a chat interface for interacting with multiple LLMs. It supports models from OpenAI, Anthropic, Google, xAI, and custom models via OpenRouter. Key features include text and image input processing, file text extraction, and integration with MCP servers for tool usage.

minecraft-mcp-server

by DennisTraub

An early prototype of a Model Context Protocol (MCP) server implementation integrating the Mineflayer API to interact with Minecraft

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.

mcp-frontend

by shaharia-lab

Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use

cohere-mcp-server

by Ashish-Soni08

Cohere MCP Server

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.

glif-mcp-server

by glifxyz

Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app

mcpet

by shreyaskarnik

This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction.

opik-mcp

by comet-ml

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

mcp-tool-kit

by getfounded

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.