Discover Awesome MCP Servers

Search Tools MCP Server

Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.

ph-civic-data-mcp

An MCP server providing real-time access to Philippine government data including earthquakes, weather, typhoons, procurement, population, and air quality. It enables AI agents to query multiple official Philippine data sources through a unified interface for research and analysis purposes.

MSFConsole MCP Server

Enables AI assistants to interact with Metasploit Framework through 28 comprehensive tools for penetration testing and security analysis. Provides secure, structured access to MSF modules, database operations, session management, and payload generation capabilities.

EGX-Data-MCP-Server

Máy chủ MCP cho các công cụ chứng khoán của Sở Giao dịch Chứng khoán Ai Cập (EGX)

GitHub MCP Server

Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.

GPT-MCP Bridge

Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.

Self MCP Server

Enables AI assistants to interact with Self, a self-awareness framework that connects daily actions to personal values, missions, and goals. Supports tracking foundations, intentions, projects, obstacles, and daily reflections through natural language.

Gmail MCP Server

Kho lưu trữ này trình bày cách tài khoản Gmail có thể được kết nối với LLM (Mô hình ngôn ngữ lớn) bằng MCP.

Agentify MCP Server

Enables real-time tracking of AI task starts and completions with integrated webhook notifications for monitoring activity. It allows users to log progress and send task-related event data to external services via configurable webhook URLs.

Zendesk MCP Server by CData

Zendesk MCP Server by CData

Radius MCP Server

Enables AI agents to authenticate users, manage calendar events, create meetings, and maintain persistent API sessions for seamless integration with Russian business platforms. Provides comprehensive business productivity capabilities including session management, password operations, and cross-user calendar coordination.

Karenina MCP

Enables natural language querying of Karenina benchmark verification results stored in SQLite databases, allowing AI assistants to explore and analyze model performance data without writing SQL manually.

gmail-mcp

A minimal MCP server that enables Claude to search, read, and manage Gmail messages and threads using official Google API libraries. It supports actions like sending emails, creating drafts, replying to threads, and managing labels through secure OAuth2 authentication.

Wireshark MCP Server

Provides AI assistants with direct access to Wireshark network analysis capabilities, enabling AI-powered network troubleshooting, packet analysis, and network monitoring through a secure interface.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, and optimize AI prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

AVS Document Search System

A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.

Cloud Run MCP Server

Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.

DateTime MCP Server

Provides LLMs with current date and time information across any timezone, with configurable defaults and support for IANA timezone identifiers.

TurboPentest

MCP server for TurboPentest — run AI-powered penetration tests and review findings from your coding assistant.

MCP-IQWiki

A Model Context Protocol server that allows AI assistants and applications to access IQ.wiki data, enabling retrieval of specific wikis, user-created wikis, user-edited wikis, and detailed wiki activities.

Swagger MCP

Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracting swagger.json files at runtime. Enables natural language interaction with any REST API that has Swagger documentation.

Spotify MCP Server

Enables control of Spotify playback and management of liked songs through natural language. Supports play/pause controls, track information retrieval, and adding songs to your Spotify library.

MCP OpenFoodTox

Enables natural language querying of EFSA's OpenFoodTox database containing 8,006 chemical substances with toxicity data, safety assessments, risk limits, and genotoxicity studies for food additives, pesticides, and contaminants.

Google Sheets MCP Server

Enables interaction with Google Spreadsheets through the Model Context Protocol. Supports reading, writing, appending rows, creating sheets, and retrieving spreadsheet information with Google Cloud service account authentication.

Smartlead MCP Server

Máy chủ Smartlead MCP cho Chiến dịch

🐇 MCP SQLite Server

🐇 Máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cung cấp các khả năng tương tác cơ sở dữ liệu SQLite toàn diện.

Rampify MCP Server

Integrates SEO analysis and Google Search Console data directly into Claude Code and Cursor. Performs real-time site audits, detects technical SEO issues, validates meta tags, generates structured data, and provides AI-powered recommendations for both production sites and local development servers.