Discover Awesome MCP Servers

MCP Weather Demo

A demonstration server for ModelContextProtocol that provides weather tools and prompts for Claude AI, allowing LLMs to access external data without manual copying.

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

Smithery Registry OpenAPI Server

Servidor OpenAPI para o Registro Smithery, fornecendo acesso aos servidores MCP.

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 é uma ferramenta leve para gerenciar e processar trabalhos em lote em ambientes de nuvem. Ela simplifica o agendamento e o monitoramento de tarefas, facilitando para os desenvolvedores otimizar fluxos de trabalho e melhorar a produtividade.

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

Um serviço MCP que permite criar Pull Requests do GitHub e adicionar comentários de revisão de código usando o GitHub CLI, eliminando a necessidade de lidar manualmente com autenticação e permissões.

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.

Multi-Server MCP Project

A multi-server implementation that uses OpenAI's LLM to orchestrate multiple tool servers providing web search, weather lookup, random facts, and PostgreSQL database querying capabilities.

SonicWall MCP Server

Enables intelligent analysis of SonicWall firewall logs through natural language queries. Provides real-time threat detection, network security monitoring, and log analysis with support for both SonicOS 7.x and 8.x versions.

Bernerspace

A unified MCP server that provides OAuth-enabled integrations for multiple services through a single deployment. Currently supports Slack with 47 tools, with plans to expand to Gmail, Google Calendar, Notion, and 100+ other integrations.

Explain Changes

Enables AI to perform peer review of its own code changes by displaying annotated diffs with inline comments in a VS Code/Cursor panel. The AI can analyze its modifications and provide explanations directly alongside the changed code, similar to human code review workflows.

Strands Agent MCP

A Model Context Protocol (MCP) server that enables integration of Strands agents with Amazon Q and other MCP-compatible systems through a plugin architecture.

Excel MCP Server

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

MCP Perplexity Server

Implementação do servidor Model Context Protocol para a API Perplexity

Astra MCP Server

Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.

Uranium MCP Server

Enables creation and management of NFT collections and assets through the Uranium API. Supports uploading files as NFTs, managing ERC721 and ERC1155 collections, and bulk operations across multiple collections.

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Simple Timer MCP Server

An MCP server that provides interval timing functionality using token-based time tracking, allowing users to start timers with unique identifiers and check elapsed time in milliseconds or human-readable format.