Categories

civitai-mcp-server

by Cicatriiz

A Model Context Protocol server for browsing and discovering AI models on Civitai

go-mcp-server

by cbrgm

A Model Context Protocol (MCP) server implementation from scratch in Go. Made for learning purposes only

Consolidating-Generative-AI-Protocols-A-Single-Server-Solution-for-MCP-and-A2A

by tanaikech

A new unified Google Apps Script now deploys both Model Context Protocol (MCP) and Agent2Agent (A2A) networks as a single server, streamlining AI model integration for Google Workspace users.

mcp-tutorial-1

by hidao80

SQLite MCP Server tutorial for Cursor, VS Code, Windsurf, and Claude Desktop. Zero-configuration setup with uvx, cross-platform support, and DXT extension included. Perfect for learning Model Context Protocol integration.

bds-jira-mcp

by nmindz

A Model Context Protocol (MCP) server for JIRA integration. Enables AI assistants to interact with JIRA issues and projects for daily SCRUM board upkeeping. Supports issue CRUD operations, workflow transitions, and some project management tasks.

holoviz-mcp

by MarcSkovMadsen

✨A MCP server that provides intelligent access to the HoloViz ecosystem for humans and AIs.

mcp-template

by seyfi1232

MCP Template is a Node.js server template with TypeScript support, featuring stdio and SSE transport modes. Ideal for building Model Context Protocol servers. 🌐🚀

lunchmoney-mcp

by akutishevsky

A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmatic access to personal finance management through LunchMoney's API.

viemcp

by ccbbccbb

Fast setup & flexible MCP server to help builders integrate Viem & Wagmi as well as parse onchain data with Viem.

gradio-mcp-server-builder

by CoolBeans4477

Transform Python functions into web services easily with Gradio MCP Server Builder. Create functional MCP servers without any web development skills! 🚀💻

mcp-server-template

by joonheeu

Docker 지원과 Scalar API 문서화가 포함된 FastAPI 기반 MCP (Model Context Protocol) 서버 템플릿. 커스텀 MCP 서버 구축을 위한 즉시 사용 가능한 템플릿.

cursor-admin-mcp

by h3ro-dev

Model Context Protocol server for Cursor Admin API - instant team analytics power-up for AI assistants

zulipchat-mcp

by akougkas

ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat management, intelligent summarization, and seamless Docker deployment. Transform your Zulip workspace into an AI-powered collaboration hub!

fetch-mcp

by berapasngopnik0

An MCP server for fetching URLs / Youtube video transcript.

linkedin-mcp

by lurenss

TypeScript/Node.js MCP server for LinkedIn API integration - Create posts, manage content, and interact with LinkedIn through Claude Desktop and Windsurf IDE

modulex

by ModuleXAI

Ultimate MCP Server Management Platform with OAuth authentication, tool integrations, and enterprise-ready monitoring

invoice-mcp

by markslorach

Model Context Protocol server for creating professional PDF invoices using natural language.

gitlab-mcp-swift

by doozMen

GitLab MCP server written in Swift - Provides GitLab CLI integration for AI assistants via Model Context Protocol

polymarket-mcp

by CarlosIbCu

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

ciphertrust-manager-mcp-server

by sanyambassi

MCP Server for Thales CipherTrust Manager

commvault-mcp-server

by chandansgowda-cv

A Model Context Protocol (MCP) server for interacting with Commvault software.

cucumberstudio-mcp

by HeroSizy

MCP Server for Cucumber Studio

remote-mcp-server-registry

by portal-labs-infrastructure

Explore a community-maintained list of remote Model Context Protocol (MCP) servers. Find, learn about, and check the reachability of MCP-enabled services.

fastify-mcp-streamable-http

by flaviodelgrosso

A Fastify plugin for Model Context Protocol (MCP) streamable HTTP support

uk-tides-mcp

by kaihendry

MCP server for UK tide times

ollama-mcp-bridge

by jonigl

Bridge API service connecting Ollama with Model Context Protocol (MCP) servers

defuddle-fetch-mcp-server

by domdomegg

🌐✨ Fetch content from the web, cleaned up nicely for LLMs (using Defuddle)

yamcpscanner

by deagle9055

# YAMCP: Yet Another MCP Security Scanner**YAMCP** is an open-source Python tool for scanning **Model Context Protocol (MCP)** servers for vulnerabilities. This tool combines passive and active checks to help secure your systems against emerging threats. 🛡️💻

mcp-server

by purinton

A Node.js server for the Model Context Protocol (MCP) with dynamic tool loading, HTTP API, and authentication.

deep-code-reasoning-mcp

by navabbx23

Deep Code Reasoning MCP Server combines Claude Code and Google's Gemini AI for advanced code analysis. This powerful tool enhances your coding workflow with seamless integration and efficient debugging. 🛠️💻

mssql-mcp

by NotBabanGamerz

mssql-mcp is a .NET-based Model Context Protocol server designed for Microsoft SQL Server, ensuring reliable access for AI agents. This project simplifies database interactions with features like schema discovery and query execution, making it a solid choice for developers. 🐙✨

ollama-mcp-bridge

by Reti0

Ollama MCP Bridge connects multiple Model Context Protocol servers with Ollama, allowing seamless access to various AI tools. This API service features a modular design and a FastAPI backend for efficient interactions. 🐙🌉

mcp-foundation-models

by phimage

MCP Server to generate message with Apple FoundationModels

effect-mcp

by Jpee1

This repository hosts the effect-mcp server, which provides tools for accessing Effect documentation. 🚀 You can easily run it with Docker and integrate it with Claude Code for streamlined usage. 🐙

mcp-server

by agentico-dev

A Model Context Protocol Server facade to simplify the implementation of agents

mcp-server

by keboola

Model Context Protocol (MCP) Server for the Keboola Platform

openmcp

by getdatanaut

Turn any openapi file into an mcp server, with just the tools you need.

mcp-unicode-puzzles

by Szowesgad

I fell in love with symbl.cc webpage and their job so much that I've decided to write the MCP server based on it.

gpt2099.nu

by cablehead

a Nushell cross.stream extension to interact with LLMs and MCP servers

plane-mcp-server

by Novalya-Labs

✈ MCP For Plane.so

vector_mcp

by sergiobayona

A easy-to-use and minimal server implementation for the Model Context Protocol (MCP) in Ruby.

shadcn-ui-mcp-server

by Jpisnice

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation

cli

by hypermodel-labs

CLI for making mcp servers

brightdata-mcp

by brightdata

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

anytype-mcp

by anyproto

A Model Context Protocol (MCP) server for Anytype that enables AI assistants to seamlessly interact with Anytype's API through natural language. Manage spaces, objects, properties, types and more in your knowledge base.

MIST

by CLoaKY233

MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.

aks-mcp

by Azure

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

mcp-kubernetes

by Azure

A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

langchain-mcp-server

by LiteObject

MCP server that provides LangChain documentation

smartlead-mcp-server

by win8428

Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. 🚀💻

42-mcp-server

by smizuoch

Model Context Protocol (MCP) server for 42 School API integration. Provides secure access to 42 intranet data (users, projects, campus info) for LLM agents via standardized MCP interface.

reactbits-mcp-server

by ceorkm

MCP server providing access to 135+ animated React components from ReactBits.dev (9.2/10 test score)

anylogic-mcp-server

by kishorkukreja

MCP Server for AnyLogic Cloud simulation platform integration with AI assistants

go-mcp-example

by rameshsunkara

An idiomatic, minimal example of building an MCP (Model Context Protocol) server in Go, complete with essential tooling for developing Go-based microservices.

mcp-coroot

by jamesbrink

MCP server for Coroot observability platform - integrate monitoring, troubleshooting, and configuration tools with AI agents

mcp-db

by bh-rat

Session and event store for MCP server, also allows distributed coordination between servers.

xcode-mcp

by ebowwa

MCP server for Xcode - enables AI assistants to create, build, test, and manage iOS/macOS projects programmatically

gradio-mcp-server-builder

by juliensimon

Create MCP (Model Context Protocol) servers with Gradio web interfaces from your existing Python functions. Focus on your core functionality, not on boilerplate code

gitplus

by NeuBlink

AI-powered Git automation MCP server for Claude Code

mcp-deadmansnitch

by jamesbrink

MCP server for Dead Man's Snitch monitoring service - Monitor scheduled tasks and cron jobs through AI assistants

ts-template-mcp

by dhinojosac

TypeScript MCP Server Template - Production-ready template for building Model Context Protocol servers with Docker, Fastify, and comprehensive documentation in English & Spanish.

puppeteer-mcp-server

by sultannaufal

Self-hosted Puppeteer MCP server with remote SSE access, API key authentication, and Docker deployment. Complete tool suite for browser automation via Model Context Protocol.

Cozmo-MCP

by builderpepc

MCP server for DDL/Anki Cozmo robots using PyCozmo

mcp-ecosystem-platform

by turtir-ai

🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-powered code analysis, security scanning, browser automation, and workflow orchestration. FastAPI + React + TypeScript + Docker ready.

mcp-server-conceal

by gbrigandi

Privacy-focused MCP proxy that intelligently pseudo-anonymizes PII in real-time before data reaches external AI providers, maintaining semantic relationships for accurate analysis

MCP-Server-Filesystem

by redf0x1

Enhanced MCP filesystem server with fixed limitations and powerful features

ramparts

by getjavelin

mcp scan that scans any mcp server for indirect attack vectors and security or configuration vulnerabilities

jira-mcp

by fajarmf

Model Context Protocol server for Atlassian Jira integration - search issues, get details, and access comments from your Jira workspace

slite-mcp

by fajarmf

Model Context Protocol server for Slite integration - search and retrieve notes from your Slite workspace

mysql-mcp-server

by mukul975

A comprehensive Model Context Protocol (MCP) server for MySQL databases with 200+ tools for advanced database management, diagnostics, performance analysis, security auditing, and AI-powered database interactions.

rampart

by getjavelin

mcp scan that scans any mcp server for indirect attack vectors and security or configuration vulnerabilities

oura-mcp-server

by hemantkamalakar

A Model Context Protocol (MCP) server for Oura Ring health data integration with Claude Desktop.

augments-mcp-server

by augmnt

Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

documentation-mcp-server

by AllanSJoseph

A Simple Python-based MCP server for retrieving documentations for Django, PostgreSQL, LangChain, llama-index and OpenAI

mcp-platform

by Consiliency

Docker-based local development environment for running Model Context Protocol (MCP) servers

voicemeeter-mcp-server

by rkzwei

MCP Server for Voicemeeter Remote API - Control audio mixing and routing through AI agents

openapi-to-mcp

by agentic-community

Transform OpenAPI specifications into production-ready MCP servers with AI-powered evaluation and enhancement. Leverages LLMs to analyze, improve, and generate Model Context Protocol implementations from your existing API documentation.

neo4j-mcp-server

by miltonvve

🚀 Production-ready Neo4j MCP server with multi-tenancy and Azure AKS deployment. Built for Claude Code integration with enterprise-grade features.

mcp-tasks

by flesler

A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)

mcp_boilerplate

by boffti

🚀 Production-ready Python template for building Model Context Protocol (MCP) servers with FastMCP v2. Includes comprehensive tooling, multiple transport support (STDIO/SSE), example tools/resources/prompts, testing framework, and developer experience optimizations.

digitalocean-mcp-vscode

by tripox

A secure VS Code extension that integrates with DigitalOcean's Model Context Protocol (MCP) server, enabling seamless cloud resource management directly from your code editor with encrypted credential storage.

mcp-llm-generator

by mako10k

MCP server for LLM text generation with template management using TypeScript SDK

kratos-mcp

by ceorkm

🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.

npm-mcp-server

by Kpangaa

MCP Server para interactuar con npm y sus servicios

mcp-server

by RorroRojas3

A Model Context Protocol (MCP) server implementation in C# that provides recipe management tools through the DummyJSON API. This server demonstrates how to build MCP tools for external API integration with robust error handling and logging.

mcpsec

by augmnt

Security scanner for Model Context Protocol (MCP) servers. Detects vulnerabilities, assesses risk, and provides actionable security guidance with beautiful TUI and CLI interfaces.

tron_mcp_server

by Netts-official

Advanced TRON blockchain MCP server with smart contract interaction, energy estimation, and comprehensive API access. Features modular architecture, multi-source fallbacks, and intelligent response optimization

hello-mcp-server

by frankiewarren

A simple Hello World MCP (Model Context Protocol) server built with TypeScript

neo4j-mcp-server

by RensaU

Production-ready Neo4j MCP server with multi-tenancy and Azure AKS deployment. Seamlessly integrate Claude Code with Neo4j graph databases. 🛠️🚀

openapi-to-mcp

by implusse

Transform OpenAPI specs into MCP servers effortlessly with AI enhancements. Explore examples and boost your API development on GitHub! 🚀🌐

mcp-server-using-py-fastmcp-render-boilerplate

by nzwi263

🤖 Quickstart 🚀 MCP Server using Python, FastMCP and Render Boilerplate

github-mcp-server

by Space-Wolves

Connect AI tools to GitHub with the MCP Server. Automate workflows, manage issues, and analyze code—all through natural language. 🤖🌐

mcp-atlassian

by Vijay-Duke

MCP server for seamless Atlassian integration (Confluence & Jira) with AI assistants

mcp-windows-automation

by mukul975

🚀 AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude, ChatGPT & other AI assistants | 80+ automation tools

whoop-mcp-server-claude

by nissand

Model Context Protocol server for WHOOP API integration. Connect your WHOOP fitness data to Claude Desktop with full OAuth authentication and 18+ API endpoints.

weather-mcp-server

by rajendrakumaryadav

A Model Context Protocol (MCP) server that provides real-time weather alerts and forecasts for US locations using the National Weather Service API.

mcp-server-airflow-token

by nikhil-ganage

Apache Airflow MCP server with Bearer token authentication support for Astronomer and standalone Airflow

prometheus-mcp-server

by yanmxa

Enable AI assistants to query Prometheus using natural language. Discover metrics, analyze performance, and get insights — no PromQL required. Powered by Model Context Protocol (MCP).

ModelServerAndDevelopmentPlatform

by LuxePlay

This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The platform mainly includes large model service and application modules, data management modules, and development documentation modules.

mcp-spotify

by Tony-ArtZ

MCP server for Spotify implementing the Authorization specification.

moonphase-mcp-server

by appliedgocode

A demo MCP server with no external dependencies (specifically, no Go MCP SDK used). Great if you want to learn how MCP servers work.

mcp-go-gemini

by Tai-DT

🚀 A powerful MCP (Model Context Protocol) server built with Go, integrating Google Gemini AI for advanced text generation, code analysis, translation, and more.

dotnet-mcp-identityserver

by sandeepuppalapati

ASP.NET Core MCP server with Identity Server JWT authentication, featuring weather tools and Claude AI integration

mode-manager-mcp

by NiclasOlofsson

MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integration

webinteractiontools

by tcehjaava

MCP server that gives AI agents web browsing capabilities via Playwright.

baseql-mcp

by xFoundry

MCP server for querying Airtable and Google Sheets via BaseQL GraphQL API

spotify-mcp

by dog0sd

Spotify Model Context Protocol Server

kernel-mcp-server

by onkernel

Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.

quip-mcp

by bug-breeder

A Model Context Protocol (MCP) server that provides AI assistants with access to Quip documents

context-ai-mcp-server

by Steliosgeox

A comprehensive MCP server that enhances AI capabilities with rich workspace context, code analysis, and smart prompts

kernel-mcp-server

by karthik-sundar

Kernel MCP Server connects AI assistants to the Kernel platform, enabling cloud app management, web automation, and JavaScript evaluation. 🌐🚀

arxiv-mcp-server

by anuj0456

MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.

KustoGraphAssistant

by cosh

A Model Context Protocol (MCP) server that provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.

ScreenMonitorMCP

by inkbytefo

A REVOLUTIONARY Model Context Protocol (MCP) server! Gives AI real-time vision capabilities and enhanced UI intelligence power. This isn't just screen capture - it gives AI the power to truly "see" and understand your digital world!

uk-explr

by TejBirringTM

An ETL pipeline (and REST API web server) implementation that ingests bulk data (such as CSV files from UK censuses) to produce a single stats lookup table with OA (output area) resolution; queryable by OA, LSOA (lower-layer super output area), MSOA (middle-layer super output area), LAD (local area district), or postal code.

LLMReady

by habeebmoosa

A simple MCP (Model Context Protocol) server that makes LLMs ready for new things by exposing tools to convert websites and documents into LLM-ready Markdown.

Zammad-MCP

by basher83

A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.

McpServer

by Darko-Martinovic

A Model Context Protocol (MCP) server for supermarket inventory and sales management. Provides AI assistants with real-time access to product data, sales analytics, inventory tracking, and business intelligence tools through standardized MCP protocol integration.

mcp-time

by TheoBrigitte

MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities

design-critique-mcp

by haasonsaas

MCP server for comprehensive visual design analysis - composition, color harmony, typography, and accessibility compliance

jenkins-mcp-enterprise

by Jordan-Jarvis

The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector search, and configurable diagnostics for complex CI/CD pipelines.

food_delivery_mcp

by gonzalo-cordova-pou

Local Model Context Protocol Server for a Food Delivery Application

terragrunt-mcp-server

by nataliagranato

Um servidor Model Context Protocol (MCP) especializado em análise e validação de projetos Terragrunt na versão 0.82.3.

crypto-mcp-server

by Devaghani

Powerful crypto MCP server for market data, trading, and portfolio analysis. Supports multi-exchange and advanced strategies. Built on CCXT. 🚀🌐

mcp_server_code_extractor

by ctoth

🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract functions, classes & snippets from 30+ languages without manual parsing

aws-mcp

by dhakalu

A Model Context Protocol (MCP) server that provides AWS SDK functionality through boto3, enabling AI assistants and chatbots to interact with AWS services seamlessly.

better-memory-mcp

by sockeye44

Enhanced MCP server for enabling memory for Claude through a knowledge graph with temporal tracking, confidence scores, and entity management

unanet-mcp-server

by culstrup

MCP server connecting Claude Desktop to Unanet GovCon ERP - Manage projects, timesheets, and reports with natural language

mcp-gimp

by martinduartemore

Model Context Protocol server implementation for GIMP 3.

ai-image-generator-mcp

by alexandrali0506

AI Image Generator MCP Server for Cursor - Generate images using FLUX model with Model Context Protocol

mcp-server-gpt-image

by pavelsukhachev

Model Context Protocol server for OpenAI GPT Image-1 - Advanced image generation and editing

mcp-task-manager

by chukaibejih

MCP (Model Context Protocol task management server featuring full CRUD operations, intelligent filtering, and AI-powered productivity prompts. Built with FastMCP SDK, SQLite, and Pydantic.

WinCalcMCP

by rspeciale0519

MCP server that connects Claude Desktop for Windows to the Windows Calculator application, enabling Claude to perform accurate mathematical calculations using Windows' native calculation engine. Automatically starts with Claude Desktop and provides seamless integration for precise arithmetic operations.

20i-MCP

by Cbrown35

🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. Transform your hosting management with AI-powered automation through Claude, ChatGPT, and other AI assistants. 76 tools | 28.0% API coverage

mcp-clip

by standardbeagle

High-performance MCP server for clipboard access with WSL2 support

glasses-mcp

by gourraguis

Glasses MCP is a simple MCP server that lets your AI agent see and capture the web 👓

pophive-mcp-server

by theprofessor17

Access Yale's PopHIVE MCP server for real-time public health data, including immunizations and diseases. Ideal for researchers and epidemiologists. 🐙💻

KoikatuMCP

by great-majority

A Model Context Protocol (MCP) server that enables AI assistants to control Koikatsu Studio through natural language commands.

youtube-mcp-server

by dannySubsense

A comprehensive Model Context Protocol (MCP) server providing real-time YouTube Data API access for AI assistants. Features 14 functions including intelligent content evaluation with technology freshness scoring for knowledge base curation.

grafana-mcp-agent-datasource

by scottlepp

A Grafana data source plugin that connects to MCP servers and enables natural language querying

awesome-dxt-mcp

by MCPStar

🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude Desktop. Discover, share, and contribute to the growing ecosystem of AI-powered local tools and automations.

hello-world-mcp

by FogMoe

Use this project to verify that your MCP server is properly configured and to test a simple end-to-end integration workflow.

TUNDR

by copyleftdev

A high-performance optimization server implementing the Model Context Protocol (MCP) for mathematical optimization tasks, with a focus on Bayesian Optimization using Gaussian Processes. Designed for reliability, scalability, and ease of integration in production environments.

pophive-mcp-server

by Cicatriiz

MCP server for PopHIVE public health data - Access near real-time health data from Yale's PopHIVE platform'

ToolsForMCPServer

by tanaikech

The Gemini CLI integrates with a Google Apps Script Web App acting as an MCP server, simplifying Google Workspace API authorization. This enables Gemini to automate complex tasks within Google's ecosystem, boosting productivity. Setup instructions and examples are provided.

mssql-mcp-server

by combiz

A Model Context Protocol server for Microsoft SQL Server

swapi-mcp-server

by olaekdahl

Lightweight Model Context Protocol server that wraps the Star Wars API, exposing character, planet, and film look-ups as MCP tools via HTTP or stdio.

mockuuups-mcp

by Mockuuups

MCP remote server for Mockuuups Studio API. Generate professional device mockups directly from AI chat interfaces like Claude, ChatGPT, and automation tools. Streamlines design workflows by eliminating context switching between tools.

smartlead-mcp-server

by LeadMagic

🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Windsurf, Continue.dev. Zero-config NPX installation.

SureChEMBL-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

deliberate-reasoning-engine

by haasonsaas

MCP server that transforms linear AI reasoning into structured, auditable thought graphs

memcord

by ukkit

🧠 AI Memory Management for Claude Desktop. Save, search & organize chat history with intelligent summarization. MCP server.

VixMCP.Ai.Bridge

by bivex

.NET bindings for VMware VIX API with Model Context Protocol server for AI-driven virtual machine automation

pymcp

by anirbanbasu

A template repository for developing MCP servers in Python

flespi-mcp-server

by santo0714

Flespi MCP Server offers a complete API for LLMs, featuring 157 auto-generated tools and secure authentication. Connect easily with your telematics needs! 🚀🐙

claude-code-mcp

by zebbern

This guide provides comprehensive instructions for setting up various Model Context Protocol (MCP) servers with Claude Code. These tools dramatically enhance Claude Code's capabilities, allowing it to interact with your filesystem, web browsers, and more.

MCP-Utils

by pdas9647

TypeScript utility library for MCP (Model Context Protocol) server development with Claude Desktop integration, MongoDB support, and encryption tools

mcp-server-amazon

by rigwild

🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase directly from Claude AI! ✨

gemini-mcp-tool

by jamubc

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

qdrant-mcp-server

by steiner385

MCP server for semantic code search using Qdrant vector database and OpenAI embeddings

kubectl-go-mcp-server

by Joelayo

MCP server for secure Kubernetes Interaction via kubectl commands. Enables AI assistants like GitHub Copilot to safely interact with K8s clusters with robust validation and security.

bear-notes-mcp

by bejaminjones

MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop

Multilingual-Translator

by Vetrivel07

A real-time multilingual translation app where users can type text and get instant translations with optional audio. Built using Flask, Streamlit, and OpenAI, it supports 20+ languages and follows an MCP server design to handle translation and speech as modular tools.

mcp-server

by retable-io

🚀✨ Retable Model Context Protocol Server: Enables AI systems to interact with your Retable tables.

gmail-mcp

by eugengi

Another MCP server, but with batteries included + useful integrations for personal and daily use.

ai-council-mcp

by 0xAkuti

Multi-AI consensus MCP server that queries multiple AI models (OpenAI, Claude, Gemini, custom APIs) in parallel and synthesizes responses to reduce bias and improve accuracy. A Python implementation of the wisdom-of-crowds approach for AI decision making.

server-nothing

by hesreallyhim

A test MCP server that is compliant with the protocol but offers no capabilities

gh-mcp

by shuymn

A GitHub CLI extension that seamlessly runs the github-mcp-server in Docker using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials and launching the MCP server with proper authentication.

flespi-mcp-server

by gperezt222

🚀 MCP server for Flespi telematics platform API - 157 tools for fleet management, device tracking, and telemetry data processing. Fully MCP v1.0 compliant.

uberall-mcp-server

by uberall

A Model Context Protocol (MCP) server for Uberall API integration

mcp-claude-hackernews

by nevermankronos93

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

mcp-f1data

by Maxbleu

MCP server for F1 data using Fastf1, OpenF1 or Ergast APIs

mcp-tfl-journey

by alisonborba

🚇 MCP server for Transport for London journey data. AI-powered route planning with real-time alerts, disruptions & stop points. Built with Model Context Protocol for seamless AI integration.

mcp-prompt-optimizer

by Bubobot-Team

Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies

seq-mcp-server

by willibrandon

A Model Context Protocol (MCP) server providing AI assistants with tools to search, stream, and analyze events from Seq structured logging servers.

xraydb-mcp-server

by gnzng

MCP server prototype for the xraydb database.

jinaai-mcp-server

by cyanheads

A Model Context Protocol (MCP) server that provides intelligent web reading capabilities using the Jina AI Reader API. It extracts clean, LLM-ready content from any URL.

BaSB-MCP

by BHznJNs

The MCP server for the BaSB project that can helps the AI agents better access the BaSB workspaces.

agents-os

by jakreymyers

Collection of MCP servers for AI agent teams - Seamless integrations with Airtable, Asana, and Slack for powerful AI-driven workflows

mcp-guard

by Gersninja

MCP Guard is an open-source security assessment platform for MCP servers, featuring AIVSS and CVSS v4.0 support. Protect your infrastructure today! 🚀🛡️

BlenderMCP

by ooMike1

MCP server for Blender 3D - Create and manipulate 3D models through natural language. Features primitive creation, boolean operations, materials, modifiers, and more.

JMX-MCP

by itz4blitz

A powerful Model Context Protocol (MCP) server that enables AI assistants like Claude Desktop to monitor and manage Java applications through JMX. Provides real-time MBean discovery, attribute management, and natural language JMX operations.

MCP_Server

by ThomasJanssen-tech

Build your own MCP Server with Python and ask questions about companies listed on Crunchbase!

mcp-elasticsearch

by AeaZer

An Elasticsearch MCP (Model Context Protocol) server

arxiv-research-mcp

by borderlessboy

AI-powered server for searching, ranking, and analyzing arXiv academic papers. Features smart search, full-text extraction, caching, REST API, MCP protocol support, Streamlit dashboard, and integrations with LangChain and Jupyter.

context-engineering-mcp

by bralca

Context Engineering is a MCP server that gives AI agents perfect understanding of your codebase. Eliminates context loss, reduces token usage, and generates comprehensive feature plans in minutes. Compatible with Cursor, Claude Code, and VS Code.

botrun-google-slides-mcp

by bohachu

MCP server for Google Slides integration with service account authentication

JMX-MCP

by sad12345678

Powerful JMX MCP Server for seamless Java monitoring and management. Enhance AI assistants like Claude Desktop with natural language interactions. 🚀💻

powerbi-mcp

by sulaiman013

MCP server for natural language interaction with Power BI datasets

mcp-gsheets-integration

by rcantore

MCP server for Google Sheets integration with OAuth2 authentication

MCP-Server-Development-Framework

by ankitjha-webdev

A comprehensive framework for developing Model Context Protocol (MCP) servers with TypeScript/Node.js. Includes project specifications, architectural guidelines, and development tools for building production-ready MCP implementations.

MyMonkeyApp

by KardelRuveyda

🐒 GitHub Copilot Agent Mode + MCP server ile geliştirilmiş C# konsol uygulaması. 20+ maymun türü, ASCII art, Türkçe UI

mcp-template

by pshaddel

A comprehensive Model Context Protocol (MCP) server template for Node.js with TypeScript, supporting both stdio and SSE transports

fetch-mcp

by flowerslover-1009s

An MCP server for fetching URLs / Youtube video transcript.

converse

by FallDownTheSystem

Converse MCP Server

mcp-deadmansnitch

by aad2609

Monitor your scheduled tasks with the MCP Dead Man's Snitch server. Easily list, search, and ping your snitches. 🐙🔍

weather-mcp-server

by Sachindesai2213

A lightweight and modular Weather MCP (Model Context Protocol) Server built in Python. Designed to fetch, process, and serve real-time weather data using APIs like OpenWeatherMap and WeatherAPI. Supports current, forecast, and historical data—ideal for IoT systems, dashboards, and automation workflows.

mcp-server-boilerplate

by chrisleekr

A comprehensive Model Context Protocol (MCP) server boilerplate built with TypeScript and Streamable HTTP transport with an OAuth Proxy for 3rd party authorization servers like Auth0

AlphaFold-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.

mcp-congress_gov_server

by bsmi021

This is a Model Context Protocol (MCP) server designed to provide access to the official Congress.gov API (v3) using a hybrid approach.

notion-export-mcp-server

by syucream

A MCP server that accesses to Notion unofficial API to export pages.

pdf-reader-mcp

by hfrewreeft

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. Uses pdf-parse.

agoda-review-mcp

by birariro

MCP server for find agoda hotel reviews

fetch-mcp

by OrionHubScript

An MCP server for fetching URLs / Youtube video transcript.

mcp-gemini-server

by bsmi021

This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.

mcp-n8n-builder

by spences10

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

strava-mcp

by kw510

A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.

mcp-hub

by 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.

web-eval-agent

by Operative-Sh

An MCP server that autonomously evaluates web applications.

mcp-ipfs

by alexbakers

🪐 MCP IPFS Server

mcp-server-location

by v5tech

A location server based on MCP (Model Context Protocol) that provides IP address location and latitude/longitude query functionality.

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!

pentest-mcp

by DMontgomery40

NOT for educational purposes: An MCP server for professional penetration testers including nmap, go/dirbuster, nikto, JtR, wordlist building, and more.

awesome-mcp-servers

by sanjay200630

A comprehensive collection of Model Context Protocol (MCP) servers

mcp

by awslabs

AWS MCP Servers for Code Assistants — a suite of specialized MCP servers that bring AWS expertise directly to your development workflow

mcp-for-security

by cyproxio

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

mcp-auth-servers

by localden

🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.

mcp-flight-search-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

filesystem-mcp

by sylphlab

Node.js Model Context Protocol (MCP) server providing secure, relative filesystem access for AI agents like Cline/Claude.

mcp-llama3-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

mcp-simple-demo

by arjunprabhulal

A simple demonstration of the Model Context Protocol (MCP) with a Python server and client.

mobile-mcp

by runablehq

A Model Context Protocol (MCP) server that provides mobile automation capabilities. This server enables LLMs to interact with mobile devices using structured UI dumps without needing to rely on screenshots or other visual inputs.

CereBro

by rob1997

A model-agnostic MCP Client-Server for .Net

mcp-desktop

by http4k

http4k MCP Desktop Client

XcodeBuildMCP

by cameroncooke

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

mcp_client

by theailanguage

MCP Client Implementation using Python, LangGraph and Gemini

litemcp

by yanmxa

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

easymcp

by promptmesh

A high performance MCP client sdk for python

aws-mcp-server

by codewithdpk

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

mcp-server-hub-server

by bsmi021

This project provides a central gateway to manage multiple MCP (Model Context Protocol) servers, preventing the need to configure and run duplicate server processes for each LLM client (like Cline, Cursor, etc.). Connect your LLM client to the single gateway-client endpoint provided by this project to access tools from all your managed MCP servers

mcp-client-server

by jithinolickal

Sample on how mcp client and server can be created and used using python.

ida-pro-mcp

by mrexodia

MCP Server for IDA Pro

mcptools

by f

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

k8s-mcp-server

by alexei-led

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

mcp-server

by webflow

Model Context Protocol (MCP) server for the Webflow Data API.

prompt-engineer-mcp-server

by hireshBrem

Write 10x better prompts using Prompt Engineer MCP server.

mcp-stytch-consumer-todo-list

by stytchauth

Workers + Stytch TODO App MCP Server

halo-infinite-mcp

by dend

🪐 MCP server for Halo Infinite.

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.

lightning-mcp-server

by pblittle

A Model Context Protocol (MCP) for querying Lightning Network node data using natural language.

grumpydev-mcp

by sinedied

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

awesome-mcp

by xlxxcc

Awesome Model Context Protocol Servers

jmeter-mcp-server

by QAInsights

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

nano-currency-mcp-server

by kilkelly

Send Nano currency from AI agents/LLMs

mcp-github-copilot

by 0GiS0

Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖

k6-mcp-server

by QAInsights

k6 MCP server

clickup-mcp-server

by taazkareem

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol

linear-mcp-server

by samcfinan

Linear MCP Server

ccxt-mcp

by Obinox04

CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple

mcp-oauth2.1-server

by QuantGeekDev

Reference mcp server implementation of draft mcp oauth spec https://modelcontextprotocol.io/specification/draft/basic/authorization#2-3-authorization-server-discovery

facetron

by 13shivam

FaceTron is a high-performance face embedding server using ONNX Runtime, supporting dynamic multi-model loading, offline deployment, and scalable environments. It exposes an OpenAPI endpoint with MCP-compatible metadata and integrates with OpenTelemetry for observability.

mcp-vertica

by nolleh

MCP server for Vertica

deep-research-mcp

by pinkpixel-dev

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.