Categories

mcp-transport-comparison-study

by Joseph19820124

A comprehensive comparison study of GitHub's official remote MCP server (SSE) vs third-party STDIO MCP servers, analyzing their pros/cons and Claude Desktop compatibility issues

ollama-vision-mcp

by xkiranj

MCP server for computer vision using Ollama's local vision models

xiaozhi-esp32-server-java

by joey-zhou

小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

servicenow-mcp

by echelon-ai-labs

MCP Server for ServiceNow

mcp-forge-templates

by AndyCross

Official templates for MCP-Forge - Model Context Protocol server configurations

search-mcp

by YouXam

A Model Context Protocol (MCP) server that provides web search functionality using the Coze API.

bitbank-mcp-server

by bitbankinc

MCPserver for bitbank

MCPWeather

by dev-jatin-mehra

This is a basic implementation of an MCP (Model Context Protocol) server .

raindrop-mcp-python

by ddltn

MCP server for the Raindrop.io personal knowledge management system.

mcp-server-auto-commit

by hypermodel-labs

An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/)

enhanced-qrcode-mcp

by myownipgit

Enhanced QR Code MCP Server with automatic PNG file generation, batch processing, and comprehensive metadata - Built upon @jwalsh/mcp-server-qrcode

mcp-notes

by nchandra75

MCP server for creating and managing conversation summaries as markdown notes in Obsidian vaults

music-mcp-bridge

by EFabi2025

MCP server for music streaming service integration with Claude AI

gimp-mcp

by maorcc

GIMP MCP server with GIMP plugin

mcp

by supr-ai

supai mcp server

Finvasia

by HexaMCP

MCP Server for Finvasia

mcp-master-puppeteer

by flrngel

An advanced MCP server for browser automation using Puppeteer, optimized for minimal token usage while providing comprehensive data when needed.

mcp-panther

by panther-labs

MCP Server for Panther

toolhive

by stacklok

ToolHive makes deploying MCP servers easy, secure and fun

mcp-server

by keboola

Model Context Protocol (MCP) Server for the Keboola Platform

wati_whatsapp_mcp

by Jairajmehra

Wati WhatsApp MCP Server in python

CORTEX-MCP-Extensions

by SamuraiBuddha

🔌 Custom MCP (Model Context Protocol) servers tailored for CORTEX AI Orchestrator workflows

mcp-go-mysql

by scopweb

Advanced MySQL MCP Server with intelligent security system. 19 tools for queries, views, analysis, and reports. Features automatic protection for dangerous operations with confirmation keys. Production-ready with modular architecture.

claude-knowledge-mcp

by edwin-anderson

MCP server for conversation context preservation using extraction-based approach

smartlead-mcp-server

by win8428

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

educhain_mcp_server

by Anudeep-CodeSpace

A lightweight MCP server that bridges Educhain network and Claude Desktop

theater-mcp

by colinrozzi

An MCP server to interact with the Theater system

zohocrm-mcpserver

by whiteside-daniel

containerized MCP server for Zoho CRM

powertools-mcp

by aws-powertools

Powertools for AWS's official MCP Server

bundler_mcp

by subelsky

A Model Context Protocol (MCP) server enabling AI agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

PowerMCP

by Power-Agent

PowerMCP is an open-source collection of MCP servers for power system software like PowerWorld and OpenDSS. These tools enable LLMs to directly interact with power system applications, facilitating intelligent coordination, simulation, and control in the energy domain.

mcp-pinot

by startreedata

MCP Server for Apache Pinot

mcp-query-assistant

by ali1k

A Model Context Protocol (MCP) server that helps generate queries using semantic search over training examples

swytchcode-mcp-server

by mcpflow

MCP server to interact with Swytchcode

gmailcal-mcp-rs

by 2389-research

A simple MCP server for gmail, google calendar, and google contacts (people)

autocad-mcp

by puran-water

AutoCAD LT AutoLISP MCP Server

ainimate_suite

by risenW

2D animation engine, MCP server, Websocket state server

ahrefs-mcp-railway

by kcrommelin15

Ahrefs MCP server deployed on Railway

perplexity-mcp-server

by gomcpgo

This Model Context Protocol (MCP) server enables LLMs like Claude to perform internet research using the Perplexity API. It provides real-time, up-to-date information with source citations.

mcp-google-drive-server

by bantunes82

MCP Server for google drive

mdtj-mcp-server

by xiaoshi7915

一个用于矛盾调解业务受理智能表单收集MCP服务器

Hacking_MCP_Servers_Agent

by SoelMgd

Agent to find and exploit MCP servers vulnerabilities.

linkedin-mcp-docker

by Poppy1972

LinkedIn MCP Server - v8.9.1 Modal Engagement Extraction with Hybrid Authentication

github-mcp-automation-presentation

by DemolitionXD

Interactive presentation about GitHub MCP Server - demonstrating how to automate development workflows with AI through Model Context Protocol

build-reference

by spiralbewilder

Local supermemory.ai clone with video processing and MCP server integration

youtube-transcript-mcp

by AnsKM

MCP server for fetching YouTube transcripts, deployable to Vercel

video-analysis-mcp

by samihalawa

MCP server for video analysis using Google's Gemini AI

http-backlog-mcp-server

by TanLeJS

Backlog MCP server using HTTP

roborock-mcp-server

by jaxx2104

A Model Context Protocol server for controlling Roborock vacuum cleaners

text-to-sql-mcp-server

by fantabuulous

Semantic-model-driven MCP Server for Natural Language to SQL Query Conversion

spotify-mcp-server

by nlevy

A Model Context Protocol (MCP) server that provides Spotify integration, allowing AI assistants and applications to interact with Spotify's music streaming service

cobo

by uec-i4s

Document MCP Server

lipsync-mcp

by zackseal89

Fast and free zeroshot lipsync MCP server

mcp-server-lib.el

by laurynas-biveinis

Emacs Lisp implementation of the Model Context Protocol

omni-tuari-app

by omni-ai-nodes

omni ai mcp server dev desktop app

knowledge-mcp

by olafgeibig

A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG engine using LightRAG

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.

clarity-mcp-server

by microsoft

A Model Context Protocol server for Microsoft Clarity data export API

flight-booking-mcp-server

by GaurangNandaniya

This is basic mcp server for flight listing and filtering

GitNotify-MCP-Server

by bala1802

Built a Model Context Protocol Server to manage GitHub actions like cloning repos, pulling updates, and sending email notifications. Used AppleScript to monitor and verify GitHub activity for accurate tracking.

mcp-js

by r33drichards

A Rust-based Model Context Protocol (MCP) server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.

mcp_reviewer

by jaggederest

An MCP server to provide tool functionality to help keep AI coding agents on track (and QoL)

legal-context-ce

by protomated

LegalContext is an open-source Model Context Protocol (MCP) server that creates a secure, standardized bridge between law firms' document management systems (specifically Clio) and AI assistants (starting with Claude Desktop)

todoist-mcp-server

by mcpflow

Todoist MCP server for Claude, using python Astral UV

oblio-mcp

by valentinludu

MCP Server for the Oblio API, enabling Claude and other MCP compatible platforms to interact with Oblio.eu accounting software.

mcp-tts

by blacktop

MCP Server for Text to Speech

kit

by muppet-dev

Visual testing tool for MCP servers

mcp-binlog-tool

by baronfel

A Model Context Protocol server binary that exposes information inside an MSBuild Binary Log to LLMs to aid build analysis.

meeting-mcp

by Meeting-BaaS

Model Context Protocol server for AI assistants to create meeting bots, search transcripts, and manage meeting recordings.

cocoa-py

by codellm-devkit

The official Python Implementation of the Code Context Agent and toolbox MCP Server

linkedin-mcp

by FilippTrigub

An MCP server to use the LinkedIn API.

mcp-ms-office-documents

by dvejsada

MCP SSE server providing tools to create Ms Office documents (pptx, docx, eml)

aviation-weather-mcp

by zealoushacker

MCP server for aviation weather from https://aviationweather.gov/data/api/

mcp-swagger-server

by zaizaizhao

A Model Context Protocol (MCP) server for Swagger/OpenAPI documentation that transforms OpenAPI specifications into MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

hk-development-mcp-server

by hkopenai

This is an MCP server that provides access to government development, geography and land information data through a FastMCP interface.

ClaimsMCP

by AdamGustavsson

An MCP server that extracts claims from a text

n8n-mcp-server

by nikolausm

MCP (Model Context Protocol) server for n8n workflow automation - enables AI assistants to interact with n8n via REST API

valkey-ai-tasks

by jbrinkman

MCP server for task management with Valkey persistence

n8n-mcp-enhanced

by thebunnygoyal

Enhanced n8n MCP Server with 25+ automation tools - Maximum Edition

Code-Analysis-Mcp

by kaleido34

Use this mcp server to analyse your code and create code-documents through any LLM.

mcp-python-interpreter

by punkpeye

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

MCPWebServerTests

by GraphDefined

MCPWebServerTests

MAVProxy-mcp

by hfujikawa77

MAVProxy MCP Server

mcp-server

by itcom

A powerful Model Context Protocol (MCP) server built with Express.js that provides seamless file operations for AI assistants like Claude Desktop and Web Claude.

mcp-server-template

by purinton

A Model Context Protocol (MCP) server template for building AI and automation tool APIs.

splunk-mcp-server

by gesman

Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/stdio transport support. Deployment options: subprocess(stdio), local HTTP (SSE), or Docker (local/remote SSE).

mcp-server-endstone

by Mcayear

support EndstoneMC development.

mcp-server-fetch-wttr

by melody26613

A Model Context Protocol (MCP) server that fetches weather data from wttr.

MCPServer_aiprediction_us

by phsphd

MCP Server for https://aiprediction.us

switcher-mcp

by liebstein

Model Context Protocol (MCP) server for Switcher KIS device integration

dune-1inch-mcp-server

by Sarvajeet2003

Ethereum wallet analysis + DeFi insights via MCP protocol, Integrates Dune Analytics & 1inch API for transaction tracking, smart swaps, and gas optimization.

mcp-google-calendar-plus

by 199-biotechnologies

Enhanced Google Calendar MCP Server with OAuth2 authentication

bookstack-mcp-server

by pnocera

A comprehensive Model Context Protocol (MCP) server providing full access to BookStack's knowledge management capabilities

cldcde

by aegntic

The unofficial community hub for Claude Code extensions and MCP servers

etherscan-mcp-server

by WrldRelief

etherscan-mcp-server

harbor-mcp-server

by bupd

mcp-server for harbor built by the community for the community

postgres-mcp-server

by DXC-Lab-Linkage

MCP (Model Context Protocol) Server for postgres Database

zapcap-mcp-server

by bogdan01m

MCP Server for ZapCap.ai

easymcp

by kevin-cantwell

easymcp is a tiny helper for spinning up Model Context Protocol (MCP) tool servers using nothing more than a YAML file.

shell_mcp_server

by prabeer

MCP server to integrate with VSCode Agent to run shell commands during developemnt

rspace-mcp

by richarda23

Model Context Protocol (MCP) server for RSpace

speaking-bots-mcp

by Meeting-BaaS

An MCP server that can send speaking bots inside meetings

mcp-obsidian

by fazer-ai

MCP server for Obsidian (TypeScript + Bun)

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

digitalocean-mcp

by digitalocean

DigitalOcean MCP Server for deploying and managing apps on App Platform

tsql-mcp-server

by Popplywop

SQL Server MCP Server - Provides SQL Server database access via Model Context Protocol

mcp

by salesforcecli

MCP Server for interacting with Salesforce instances

actor-registry-mcp

by colinrozzi

An MCP server to interact with the actor registry

easegress-mcp

by megaease

A Model Context Protocol server implementation for operations on Easegress.

WhatsApp-AI-Agent

by AdelMessaoudi-13

WhatsApp AI Agent with MCP Servers Gmail & Google Calendar

agent-github

by cnoe-io

GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

aps-mcp-server

by kpphillips

Simple prototype MCP server integrating Autodesk APIs

Odoo

by HexaMCP

Odoo MCP Server

mcp-agent-terminal

by Nghiauet

create agent with mcp server

fusion

by stevensusas

Penn GenAI Hackathon Best Developer Tool 🏆 A Server-side MCP Orchestration Platform

protoc-gen-go-mcp

by stablekernel

A protoc plugin for generating mcp servers in golang from a protocol buffer specification

Unla

by AmoyLab

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

harness-mcp

by vistaarjuneja

Harness MCP server

my-docs-mcp-server

by kbyk004-diy

A lightweight MCP server that indexes and searches Markdown files in a specified directory, providing full-text search and file retrieval via the Model Context Protocol.

dify-mcp-client

by yaoAlchemist

MCP Client as an Agent Strategy Plugin. Dify is not MCP Server but MCP Host.

mcp-server

by kontent-ai

The Official Kontent.ai MCP server. Connect your AI with Kontent.ai.

cli

by hypermodel-labs

CLI for making mcp servers

commonninja-mcp-server

by CommonNinja

A Model Context Protocol (MCP) server implementation for Common Ninja widgets, allowing AI assistants to interact with the Common Ninja API.

laravel

by usecroft

MCP server for all of your Laravel projects - better AI pair programming

laravel-loop

by kirschbaum-development

Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.

PUMP-MCP

by 8bitsats

A Model Context Protocol (MCP) server for creating and managing Solana tokens on Pump.fun, integrated with Claude Desktop.

ethereum-mcp

by beamuu

MCP server for interacting with Ethereum

mcp-educhain-assignment

by jkpraveena

EduChain MCP Server Integration – This project implements an MCP server using the EduChain library to generate educational content such as multiple-choice questions, lesson plans, and flashcards. The server is fully compatible with Claude Desktop and demonstrates tool/resource integration via the Model Context Protocol (MCP).

rae-mcp

by rae-api-com

MPC Server to connect your preferred model with rae-api.com

insight

by mcpflow

MCP Server for Development Utilities

vector_mcp

by sergiobayona

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

pan-os-mcp

by cdot65

Model Context Protocol (MCP) server for PAN-OS firewalls

adyen-mcp

by Adyen

Typescript library for integrating Adyen APIs via an MCP server

substack-mcp

by mcpflow

An MCP (Model Context Protocol) server for Substack API integration with Claude and other AI assistants

mapify-mcp-server

by xmindltd

Transform text, YouTube videos, and web content into beautiful mind maps using AI 🧠✨

confluence-mcp

by nguyenvanduocit

A Go-based Model Context Protocol (MCP) server for integrating AI assistants with Atlassian Confluence. This tool provides a seamless interface for interacting with the Confluence API through the standardized MCP, enabling AI models to search, retrieve, create, and update Confluence content.

maestro-mcp-server

by maestro-org

Maestro MCP Server for Bitcoin

netlify-mcp

by netlify

Netlify's Official MCP server

Crawl4AI-MCP

by Dabliou

Crawl4AI-MCP: A powerful web crawling and content analysis server that combines targeted web scraping with Claude AI processing. Extract insights from specific websites with customizable depth, content selection, and AI analysis capabilities.

matter-mcp-server

by MatterCoder

MCP Server for the Matter Devices

mcp-server-template

by hypermodel-labs

Minimal typescript template to build an mcp server

nuanced-mcp

by mattmorgis

A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library

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.

openmcp

by getdatanaut

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

mcp-rest-api-server

by oleksandrsirenko

Third-party integrations for Claude desktop using Model Context Protocol (MCP)

phabricator-mcp-server

by id-2

A Model Context Protocol (MCP) server for interacting with Phabricator API

solana-mcp-server

by openSVM

solana mcp sever to enable solana rpc methods

mcp-sports

by reeeeemo

MCP server for real-time sports stats. Requires an API key from SportsRadar

gmail-mcp-server

by zacco16

Gmail Model Context Protocol Server implementation

multiple-model-mcp

by samihalawa

Multi-provider MCP server with 17+ FREE AI models including Llama 4, DeepSeek R1, Qwen 3, and more

mcp-server-qrcode-enhanced

by myownipgit

Enhanced QR Code MCP Server with advanced features - inspired by @jwalsh/mcp-server-qrcode

mcp-server-demo

by abducodez

testing mcp server implementation

mcp-server-go

by koneksi-tech

Quick Simple MCP Server for Koneksi Storage

ebird-mcp-server

by SumayMisra

This is a Model Context Protocol (MCP via Anthropic) Server for the EBird API v2.0 (Cornell's Lab of Ornithology) which acts Natural Language Interface to LLMs like Claude to interact with API

development-tools-mcp-server

by dominic-codespoti

A series of helpful developer tools exposed via an MCP server.

microsoft-mcp

by elyxlz

Minimal, powerful MCP server for Microsoft Graph API (Outlook, Calendar, OneDrive)

softcroft-doc-server-mcp

by jayo2005

Doc Server Agent MCP for SoftCroft multi-agent system - Manages BookStack documentation for Sage 200 to Odoo 17 migration

hk-commerce-mcp-server

by hkopenai

This is an MCP server that provides access to government commerce and industry data through a FastMCP interface.

composer-package-readme-mcp-server

by naoto24kawa

MCP server for fetching Composer package README and usage information from Packagist

mcp-base

by fuzzylabs

A foundational library for building Model Context Protocol (MCP) servers

dd-mcp

by magistersart

Datadog MCP Server - Comprehensive monitoring and observability tools for Datadog via Model Context Protocol

weather-mcp

by SkyH34D

Typescript MCP server that fetches daily weather forecasts for any city using the Open-Meteo API.

enhanced-mcp-config

by KoLyslaV

🤖 Enhanced MCP Configuration for Claude Desktop - 15 pre-configured MCP servers with intelligent usage policies, security constraints, and performance optimization

shared-memory-mcp

by haasonsaas

Shared Memory MCP server for agentic teams - solving coordination tax with 6x token efficiency

-nvmcp

by adirbenyossef

The developer-first CLI for Model Context Protocol (MCP) server management

UnityNaturalMCP

by notargs

UnityNaturalMCP is an MCP server implementation for Unity that aims for a "natural" user experience.

Skrapr

by pierregillon

An MCP server providing tools to scrape websites based on json schema

mcp-foundation-models

by phimage

MCP Server to generate message with Apple FoundationModels

SharkMCP

by kriztalz

A tshark MCP server for packet capture and analysis

arcadia

by brianluft

Arcadia MCP Server — Workarounds for Cursor issues on Windows

pinboard-bookmarks-mcp-server

by rossshannon

Pinboard bookmarks MCP server

Custom-MCP-Server

by Sharan-Kumar-R

MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.

noteplan-mcp

by bscott

Unofficial Noteplan.co MCP server

mcp-servers-list

by 199-biotechnologies

📋 Comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools

hk-food-mcp-server

by hkopenai

This is an MCP server that provides access to government food related data through a FastMCP interface.

hk-housing-mcp-server

by hkopenai

MCP server that provides access to housing related data in Hong Kong through a FastMCP interface.

node-red-mcp-server

by moisesfreitas-seven

Connects Node-RED to LLMs via the Model Context Protocol (MCP) for intelligent AI workflows.

hk-tech-mcp-server

by hkopenai

This is an MCP server that provides access to technology and broadcast data through a FastMCP interface.

linear-helper-mcp-server

by danhtran94

A comprehensive Model Context Protocol server that extends Linear's functionality with support for Initiatives, Cycles, Project Milestones, and advanced querying capabilities.

image-mcp

by iplanwebsites

An MCP server for AI image generation and handling

mcp-config-management

by wtfisai

MCP server configuration and environment management

ai-foundry-ai-agent-mcp-server-example

by sanjeevkumar761

Ai Foundry AI Agent MCP Server Example