Discover Awesome MCP Servers

Trello Knowledge MCP Server

An MCP server that utilizes Trello as a knowledge base for storing, searching, and retrieving code snippets and notes. It enables full CRUD operations and organized categorization of information using Trello boards and labels.

Jebmcp

jebmcp is a lightweight tool for managing and processing batch jobs in cloud environments. It simplifies task scheduling and monitoring, making it easier for developers to optimize workflows and improve productivity.

Research Agent MCP

A multi-model research agent platform supporting Claude, Gemini, and OpenAI models with web search capabilities, thinking-enabled features, and citation support for advanced research workflows.

VSCode MCP Python Server

A production-ready MCP server that enables Claude to interact with local codebases through file operations, code analysis, and VSCode integration tools. It optimizes performance using LRU caching and asynchronous execution while maintaining local data privacy.

GitHub PR Helper

An MCP service that enables creating GitHub Pull Requests and adding code review comments using GitHub CLI, eliminating the need to manually handle authentication and permissions.

superFetch MCP Server

An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

MCP Canteen Server

A service that provides cafeteria dining statistics, allowing users to query breakfast and lunch attendance numbers within a specified date range.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

Linear Kanban Server

Enables management of Linear kanban boards, projects, and issues directly through Claude via the Model Context Protocol. It includes an automatic task tracking hook that synchronizes Claude's real-time work progress directly to Linear boards.

一个基于Blender-mcp的研究项目，自学记录用( Blender-mcp详情见

通过学习项目Blender-mcp，判断其能力边界，并理解mcp架构，尝试添加新的功能

ModelsLab Text2Image MCP Server

A Model Context Protocol server that enables Claude Code to generate high-quality AI images using ModelsLab API with support for multiple image generation models including Flux, Stable Diffusion, and Midjourney.

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

MCP Wayback Machine Server

Enables interaction with the Internet Archive's Wayback Machine to save web pages, retrieve archived versions, search historical snapshots, and check archive statistics without requiring API keys.

DB Schenker Shipment Tracker

Tracks DB Schenker shipments by reference number, providing detailed shipment information including sender/receiver details, package information, and complete tracking history with automatic rate limiting and caching.

Sleeper Fantasy MCP

Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.

AMap MCP Server

Non-official Model Context Protocol server that enables interaction with AMap's location services through clients like Cursor, Claude Desktop, Cline, and Windsurf.

SQL MCP Server for Claude Desktop

A natural language interface that allows Claude to execute SQL queries on your local MySQL databases, enabling database interaction using natural language.

Enhanced Home Assistant MCP

Enables comprehensive control and monitoring of Home Assistant smart home devices, automations, scenes, and system management through AI assistants. Supports lights, climate, media players, notifications, history tracking, and advanced automation workflows.

Viral Shorts

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

GeoSpatial MCP Server

A Model Context Protocol (MCP) based geographic processing server that provides spatial analysis functions including coordinate system conversions, distance calculations, and area calculations.

WordPress Abilities MCP Server

Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as AI-accessible tools, enabling interaction with WordPress sites and any registered plugin abilities through natural language with automatic schema validation.

Survey Insight MCP Server

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown format. Supports chunked reading of large pages and can access both public websites and local networks.

Look 4 Fundings

Provides basic text manipulation and analysis tools including word reversal and character counting. Designed for integration with Le Chat and other MCP-compatible clients.