Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

6,541 servers

Opsnow MCP Cost Server logo

Opsnow MCP Cost Server

taejulee/opsnow-mcp-cost-server

OpsNow MCP Cost Server is an MCP protocol server that provides OpsNow cost data to desktop applications such as Claude.

Developer ToolsCloud Platform
Shipbob MCP Server logo

Shipbob MCP Server

mattcoatsworth/shipbob-mcp-server

An MCP server for interacting with the ShipBob e-commerce logistics API, providing full-featured management tools for products, orders, inventory, logistics and more.

E-commerce & RetailDeveloper Tools
Musescore MCP logo

Musescore MCP

JordanSucher/musescore-mcp

This MCP (Model Context Protocol) server integrates MuseScore with LLM clients like Claude Desktop, enabling basic music composition through natural language.

Entertainment & MediaEducation & Learning
Unreal Analyzer MCP logo

Unreal Analyzer MCP

ayeletstudioindia/unreal-analyzer

A Model Context Protocol (MCP) server that provides powerful source code analysis capabilities for Unreal Engine codebases. This tool enables AI assistants like Claude and Cline to deeply understand and analyze Unreal Engine source code.

Gaming & GamificationDeveloper Tools
Postgers_MCP_for_AWS_RDS logo

Postgers_MCP_for_AWS_RDS

McSpace/Postgers_MCP_for_AWS_RDS

An MCP server for accessing PostgreSQL databases on AWS RDS

DatabaseCloud Platform
Netbox MCP Rw logo

Netbox MCP Rw

alexkiwi1/netbox-mcp-rw

Unlike existing read-only NetBox MCP implementations, this server provides comprehensive CRUD (Create, Read, Update, Delete) operations, enabling you to not only query your NetBox data but also modify it directly through LLMs that support MCP.

MonitoringDeveloper Tools
Amazon Fresh Server logo

Amazon Fresh Server

Alec2435/amazon-fresh-server

This is a TypeScript-based MCP server that implements a simple notes system. It demonstrates core MCP concepts by providing.

Note-TakingKnowledge Management
PayPal logo

PayPal

arbuthnot-eth/paypal-mcp-defunct

A Model Context Protocol (MCP) server that provides integration with PayPal's APIs. This server enables seamless interaction with PayPal's payment processing, invoicing, subscription management, and business operations through a standardized interface.

E-commerce & RetailFinance
Mcp-Puppeteer-Server logo

Mcp-Puppeteer-Server

rotexhawk/Mcp-Puppeteer-Server

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

Browser AutomationDeveloper Tools

MCP Video Extraction

sealingp/mcp-video-extraction

An MCP server that provides text extraction capabilities from various video platforms and audio files. This server implements the Model Context Protocol (MCP) to provide standardized access to audio transcription services.

Voice ProcessingEducation & Learning

Hubspot MCP Custom

ajaystream/hubspot-mcp-custom

HubSpot launches the beta version of its MCP server, enabling AI clients to seamlessly operate HubSpot data and features, with support for configuration and access by multiple MCP clients.

Customer Data PlatformMarketing

APR

wr-web/APR

Enable AI assistants to search and access arXiv papers through a simple MCP interface.

Research & DataDeveloper Tools
wbkx logo

wbkx

wbkx/wbkx

A medical-background developer learning multiple programming languages.

Health & WellnessEducation & Learning
Go Code Graph logo

Go Code Graph

brutski/go-code-graph

A powerful Go codebase analyzer that transforms code into explorable graphs, enabling AI assistants to understand complex codebases through the Model Context Protocol (MCP).

Developer ToolsAI Chatbot
MCP Server Twse logo

MCP Server Twse

narumiruna/mcp-server-twse

TWSE MCP server configuration project, supporting cloning from GitHub or running locally.

CommunicationDeveloper Tools
MCP Whatsapp Web logo

MCP Whatsapp Web

mario-andreschak/mcp-whatsapp-web

Automation of Whatsapp Messages without Meta (Business-)API is against WhatsApp' Terms of Service! You take full responsibility for everything you do with this MCP-Server. It is possible that your account will be flagged/restricted.

CommunicationDeveloper Tools

rentsmart_mcp

rashhh22/rentsmart_mcp

This repository contains a minimal Multi‑Channel Plugin (MCP) service for RentSmart, an AI‑powered WhatsApp bot that generates rental agreements and receipts on the fly.

Legal & ComplianceAI Chatbot

Caltrain MCP

davidyen1124/caltrain-mcp

A remote MCP server that tells you exactly when the next Caltrain leaves, so you can be precisely informed about how late it is. It runs on Caltrain's official GTFS schedule, which means the disappointment is official too.

Research & DataTravel & Transportation
MCP Server Aibd Devcontainer logo

MCP Server Aibd Devcontainer

gergelyszerovay/mcp-server-aibd-devcontainer

MCP server designed to enhance AI-assisted development in DevContainer environments. It provides file system operations and tools to facilitate seamless collaboration between AI assistants and containerized development environments. The filesystem operations are based on Anthropic's Filesystem MCP server.

File SystemDeveloper Tools

Gemini 2.5 Flash Image MCP

nanameru/gemini-2.5-flash-image-mcp

A Model Context Protocol (MCP) server for conversational image generation and editing with Google's Gemini 2.5 Flash Image Preview. Designed to be easy to install and use from Claude Code and other MCP clients.

Image & VideoAI Chatbot
Test Python MCP Server logo

Test Python MCP Server

jtorreggiani/test-python-mcp-server

The server implements a simple note storage system with.

Note-TakingKnowledge Management
Remote MCP Server Authlessss logo

Remote MCP Server Authlessss

nevikashah/remote-mcp-server-authlessss

Remote MCP server without authentication service

Version ControlDeveloper Tools

amem_mcp

nixlim/amem_mcp

Zetmem is an AI-assisted memory server project based on the Zettelkasten method, designed to provide a persistent contextual memory system for AI programming tools such as Claude, supporting code memory storage, retrieval and intelligent evolution across sessions and projects.

Knowledge ManagementDeveloper Tools
Blue Bridge logo

Blue Bridge

Azure/blue-bridge

Sample prompts and recipes for using Model Context Protocol (MCP) server to query and manage Azure resources with zero‑secret authentication. Scenarios include.

Developer ToolsCloud Platform