MCP Servers

Renoun Mcp

98lukehall

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.

CODING DevOps MCP Server

yupengfei1209

coding_devops_mcp_server

MCP Server

akramsheriff5

Lightweight programs that each expose specific capabilities through the standardized Model Context Protocol

MarketScope AI: Healthcare Product Analytics

BigDataTeam5

This is our final project , in this we have utlized langgraph coupled with various mcp server mounted of fastapi using fastmcp to create mutlifaceted application for healthcare vendor to make them understand more about their product performance and provide suggestions and strateg

Scanpy-MCP

scmcphub

MCP server for scanpy

MCP (Model Context Protocol) Research

spuerFan

Research and documentation about Model Context Protocol (MCP) servers and implementations

MCP Password Generator

acidkeyxyz

A Model Context Protocol (MCP) server that generates random passwords with different character sets.

Prometeo MCP Server

prometeoapi

A MCP Server for Prometeo API

Agentis MCP

AgentisLabs

Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider.

kickstart-mcp

nolleh

🚀 Kickstart-mcp is tutorial for using mcp, making your own mcp server/client. We'll guide you through every step of your MCP journey

AI Image Generation Server with MCP Interface

aymec

This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to request image generation.

bruvtools 🚀

fcavalcantirj

🚀 Your Private App Platform - Deploy Node.js, Python, Go, Java & more to CapRover, AWS, GCP with one CLI. Features MCP integration for Cursor.com, smart collision detection, auto-SSL, and costs 80% less than Heroku. Transform any $5 server into your personal Vercel.

mcp-unlock-pdf

algonacci

MCP server to give client the ability read protected (or un-unprotected) PDF

MCP Runner

Streamline-TS

Runs and manages MCP servers

Redis MCP Server

yyue9527

A Redis Management and Control Protocol (MCP) server implementation using Spring Boot and Spring AI

Honeycomb MCP Server

kajirita2002

Honeycomb MCP (Model-Controller-Presenter) Server implementation

MCPBot

gkenios

A thesis project that implements an MCP server and client, using FastAPI.

ai-agent-mcp-servers

shayne007

AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project

myssl-mcp-server

trustasia-com

MySSL MCP Server

Understanding MCP (Model Context Protocol) and GitHub Integration

md-anbari

A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration.

Tridion DXD MCP Server

RWS

An example Model Context Protocol Server for Tridion DXD

GoDaddy MCP Server

Harshalkatakiya

Model Context Protocol (MCP) server for GoDaddy

Sentry MCP Server 🔍

FaureAlexis

🤖 A TypeScript implementation of a Sentry MCP (Modern Context Protocol) tool that allows AI agents to access and analyze Sentry error data.

mcp-ephemeral-k8s

BobMerkus

Python implementation to spawn ephemeral Model Context Protocol (MCP) servers using the kubernetes API.

email-mcp

Allenxuxu

A lightweight Model Context Protocol (MCP) server that enables AI to automatically send mass emails via SMTP for you.

AWS Instances MCP (Model Context Protocol) Server

codewithdpk

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

Tavily MCP Server

NoeSamaille

Basic remote SSE MCP server for Tavily Search.

python-base-mcp-server

tjmaynes

A cookiecutter template for quickly bootstrapping a Python-based MCP server.

Swagger Testcase MCP

eyaushev

MCP server for API testing: generates test cases, validates specs, compares versions, and creates mock data from Swagger/OpenAPI specifications

Overview

wasaga

database mcp http server

Dependency Context

Dsinghbailey

An MCP server that provides AI assistants with contextual access to your project's dependency documentation, enabling more accurate responses about libraries and frameworks used in your codebase.

Source_map_parser

MasonChow

paser source map

MCP Sniffer

shivdeepak

MCP Sniffer captures network traffic between MCP clients and servers and displays it in a web UI.

Tibber MCP Server

linkcd

Model Context Protocol (MCP) Server for Tibber

Google Alerts Mcp

ycrao

Google Alerts MCP Server

MCP Hub Documentation

reddy-sh

MCP Hub is a comprehensive framework for building, managing, and deploying Model Context Protocol (MCP) clients and servers. It provides tools and configurations to enable seamless integration and execution of end-to-end MCP workflows.

Afterpaths

burnssa

Make your AI coding agents smarter with every session

stack-exchange-mcp

jagreetdg

Re-Stack MCP server is designed to integrate Stack Overflow into LLM-based coding workflows using the Stack Exchange API

Molecule Visualizer MCP Server

leelasd

MCP server for visualizing molecules in Claude Desktop :)

Intento Translation MCP Server

intento

Intento Translate MCP server

Savvly MCP Server

Savvly

Explore Savvly MCP: retirement projections, eligibility, comparisons, and FAQs for an SEC-registered fund that pairs full market upside with later-life longevity payouts.

Linear MCP Server

kablewy

Robust, production tested MCP Server for linear (API)

java-mcp-server

kobeyk

一个基于官网MCP-JAVA-SDK开发的一个DEMO案例

MCP Docent Server

dongprojectteam

Get detail captions for a image

MyAnimeList MCP Server

nicoaguerrero

MyAnimeList MCP Server

Image Generation MCP Server

dfeirstein

Model Context Protocol (MCP) server enabling AI clients (Cline, Claude Desktop) to generate images using OpenAI (DALL-E 3, gpt-image-1) and save them directly to the user's project directory.

Gxtract

sascharo

GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX

Google Search MCP Server

hunter-arton

A Google Search MCP server that connects with LLMs or any MCP client to enable realtime search.

Enhanced Gmail MCP Server

Vijay-2005

This is Gmail MCP server by using this you can directly use your with claude desktop.

ATTOM API MCP Server

nkbud

An MCP Server for ATTOM

Office MCP Server

lescoggi

Office MCP Server

Installation

renanvieira

MCP server to access Brewfather

OpenAPITools SDK

kvssankar

Your APIs, Now AI Tools. Build mcp servers in a minute.