Discover Awesome MCP Servers

bugezy

Voice-powered bug reporting MCP server with 13 tools. Captures console logs, network errors, DOM traces, and developer voice descriptions. AI reads structured reports to find and fix bugs automatically. Chrome Extension + Python CLI.

MCP MITM Mem0

Intercepts Claude conversations via MITM proxy and stores them in Mem0, enabling Claude to search and recall past conversations, learn user preferences, and maintain context across sessions.

ShadowGit MCP Server

Provides AI assistants with secure, read-only access to ShadowGit repositories for debugging and code analysis. Enables powerful analysis of fine-grained git history captured automatically by ShadowGit's continuous commit tracking.

MCP Inspector Assistant

Provides programmatic access to MCP server testing, debugging, and validation capabilities by wrapping the official MCP Inspector. Enables users to test tools, validate protocol compliance, discover server capabilities, and debug MCP servers through natural language interactions.

colab-fleet

Enables offloading heavy CPU/ML workloads to free Google Colab from any MCP client, with automatic job management and free-tier enforcement.

imap-mcp

An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus mailboxes, with optional webhook triggers for new messages. It provides tools for managing emails and automates workflows by firing webhooks when matching messages arrive.

mcp-response-types-lab

Enables testing how different MCP clients handle tool results containing both content and structuredContent, including outputSchema enforcement and mismatch scenarios.

Microsoft MCP

Model Context Protocol servers for Microsoft 365, enabling AI assistants to interact with Calendar, Contacts, OneDrive, Outlook, and SharePoint via the Microsoft Graph API.

ppt-engine-mcp

Drives real PowerPoint desktop application for true-fidelity PDF export and per-slide image export, complementing python-pptx by handling rendering that no library can.

mcp-excel

Enables AI assistants to read and write local Excel and CSV files, supporting editing, styling, and image insertion.

BioVis-MCP

Enables AI assistants to generate publication-quality bioinformatics visualizations (volcano plots, PCA, heatmaps, etc.) directly from raw biological data.

Commit Messages MCP Server

Um servidor MCP que ajuda a gerar mensagens de commit de alta qualidade com base nas alterações nos arquivos.

FreeAgent MCP

A local, read-only MCP server that exposes FreeAgent accounting data to AI clients, enabling natural language queries about balances, transactions, categories, and financial reports.

project-context-map-mcp

Generates structured project memory and exposes MCP tools for AI coding agents to query topology, read relevant files, and log changes in a repository.

test-emp-database-mcp

An employee-analytics MCP server backed by SQLite that provides hand-written SQL queries for common analytics tasks like salary ranking and department statistics. It self-seeds sample data, enabling immediate testing of GROUP BY, window functions, NULL handling, and subqueries.

Cocos Creator Local MCP

An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to create projects, edit scenes, and build WeChat Mini Games directly on a developer machine.

LLM Radar

MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.

leave-manager-mcp-server

Enables LLMs to manage employee leave by checking balances, applying for leave, and viewing history.

Kimi K2 Heavy Processor MCP

Enables heavy computation and data processing tasks in Claude Desktop, including complex SQL operations, large-scale data transformations, and resilient batch processing with automatic retry mechanisms.

ZX84

An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading and running of Spectrum software with debugging, display, and audio features.

pcradio-mcp

Enables managing a PCRadio Internet radio device via its HTTP API, including playback, channels, volume, EQ, sound effects, user stations, alarms, NTP servers, and timezone settings through Streamable HTTP.

Relace MCP Server

Enables AI-powered instant code merging at 10,000+ tokens/sec and agentic codebase search with natural language queries through the Relace API.

Tavily Cursor MCP Server

Enables web search, content extraction, question answering, and RAG context generation using Tavily API with Cursor-compatible underscore-named tools.

12306 MCP Server

A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.

KYA-OS MCP Server

A ready-to-deploy MCP server with in-process agent verification via KYA-OS Checkpoint, enabling secure tool access for verified agents.

Hyperlink MCP

One MCP server that enables LLM agents to read, post, comment, and engage on forums, comment sections, and social media as the user, for marketing, SEO research, and community engagement.

audiobookshelf-mcp

MCP server for Audiobookshelf that lets AI assistants browse libraries and manage listening progress, bookmarks, collections, and playlists.

MCPico

MCP proxy that bundles flat tool lists into hierarchical subcommand groups, reducing context token usage and improving tool discovery.

Serpex MCP

Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, Brave, Yahoo, and Yandex through the Serpex API. Features automatic engine routing, time filtering, and structured JSON results for reliable web search integration.