Discover Awesome MCP Servers

Logo MCP

An intelligent website logo extraction system built on the Model Context Protocol (MCP) that automatically identifies and extracts logo icons from websites.

AWS Diagram MCP Server

Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

Sentry MCP

A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.

Gyazo MCP Server

A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs, metadata, and OCR data via the Gyazo API.

Secure MCP Server Template

A template for creating secure, remotely accessible MCP servers with OAuth authentication and Cloudflare ZeroTrust Access protection. Enables deployment of containerized MCP servers that can be safely accessed by Claude Desktop and other MCP clients through authenticated connections.

Polarion MCP Servers

MCP Server for Polarion

Exchange Rate MCP Server

Enables currency conversion between 161+ currencies using real-time exchange rates from ExchangeRate-API. Provides a simple tool to convert amounts between different currencies with error handling for invalid inputs and API issues.

GullakAI MCP Server

Enables personal finance management through conversational AI, including expense tracking, budget monitoring, financial news simplification, and purchasing power comparisons across South Asian cities. Designed for WhatsApp integration with natural language commands for financial assistance.

Homello MCP

Provides access to Homello platform product documentation and configuration metadata through a single tool that returns API settings and bundled documentation.

Scanpy MCP server

MCP server for Scanpy

PuchAI MCP Server

A multi-purpose MCP server that enables Reddit research for market validation, data visualization with charts, medicine information lookup, user preference management, and task management tools. Provides comprehensive utilities for research, data analysis, and personal productivity through natural language interactions.

dy-mcp

Enables automation of Douyin (TikTok China) tasks including parsing share links to get watermark-free download URLs and uploading videos from specified local paths.

Multi-Feature MCP Server

Provides comprehensive functionality including weather data, system utilities, Azure cloud management, and AI-powered image generation and editing. Features interactive parameter selection through MCP elicitation for enhanced user experience.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

Property MCP Server

Connects Claude AI to real estate data via the ATTOM Data API, enabling property information lookup and analysis using natural language queries.

MCP AI Memory

Enables AI agents to store, retrieve, and manage contextual knowledge across sessions using semantic search with PostgreSQL and vector embeddings. Supports memory relationships, clustering, multi-agent isolation, and intelligent caching for persistent conversational context.

AverbePorto-MCP

AverbePorto MCP Server

Build MCP Server

Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides detailed error reporting for development operations.

MCP-demo-blog-analyzer

A quickstart to test MCP blog analyzer client and a webpage visitor server

Yahoo Finance MCP Server

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

PentestThinkingMCP

An AI-powered penetration testing reasoning engine that provides automated attack path planning, step-by-step guidance for CTFs/HTB challenges, and tool recommendations using Beam Search and MCTS algorithms.

Bitwig MCP Server

MCP Server for Bitwig Studio

Android MCP

A lightweight bridge enabling AI agents to perform real-world tasks on Android devices such as app navigation, UI interaction, and automated QA testing without requiring computer-vision pipelines or preprogrammed scripts.

claude-skills-mcp

Enables intelligent semantic search and discovery of relevant Claude Agent Skills using vector embeddings. Provides access to curated scientific skills and supports both GitHub repositories and local skill directories.

LogAnalyzer MCP Server

An AI-powered server that provides rapid debugging of server logs with actionable fixes in under 30 seconds, featuring real-time monitoring and root cause analysis through Google Gemini integration.

Todoist MCP Server

A Model Context Protocol server that enables advanced task and project management in Todoist via Claude Desktop and other MCP-compatible clients.

ScanPower MCP Server

Enables interaction with ScanPower's inventory and shipment management system through a secure MCP interface. Supports retrieving inventory data, creating shipment plans, and managing logistics operations through natural language.

MLB Projections MCP Server

An MCP server that enables interaction with MLB (Major League Baseball) v3 projections through the SportsData.io API, allowing access to baseball statistics and projections through natural language.

Gemini MCP Tool

A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.

MCP Host Installation

mcp that installs other mcps. Last mcp you are going to install manually by adding commands to your mcp.json. Add this mcp to your favorite host and ask it to install whatever server you want