Discover Awesome MCP Servers

Gladia MCP

強力な音声テキスト変換およびオーディオインテリジェンスAPIとのインタラクションを可能にする公式モデルコンテキストプロトコルサーバー。Claude Desktopなどのクライアントが音声の書き起こし、音声の分析、コンテンツの翻訳などを行えるようにします。

DOCX-MCP

Enables comprehensive Microsoft Word document manipulation through the Model Context Protocol, with advanced table operations including creation, data management, formatting, and bulk operations. Supports document creation, editing, and saving with plans for full document content management.

HeaderHawk

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

MCP Worktree Voting Server

Enables parallel implementation of tasks using git worktrees, allowing you to create multiple variants of a solution, evaluate them side-by-side, and select the best one.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

ModelScope Image MCP Server

Enables users to generate high-quality images using ModelScope's Qwen-Image model through natural language prompts. Supports async task processing with both image URL and base64 encoded data output options.

Todo Markdown MCP Server

An MCP server that allows AI assistants to manage todo lists stored in a simple markdown file, supporting creation, reading, updating, and deletion of todo items with persistent IDs.

MCP Perplexity Pro

A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.

WeatherXM Pro MCP Server

Provides comprehensive access to real-time weather data, forecasts, historical data, and weather alerts from the WeatherXM decentralized weather network worldwide.

Document Reader MCP Server

Enables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.

NebulaGraph MCP Server

A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.

Fetch

Web content fetching and conversion for efficient LLM usage

K-MCP: Kali Model Context Protocol Server

Connects AI assistants to a Kali Linux terminal for executing security tools, managing interactive shell sessions, and performing penetration testing, CTF challenges, and security research tasks.

TypeScript MCP Server Boilerplate

A starter kit for quickly building Model Context Protocol (MCP) servers using the TypeScript SDK. It includes a structured project setup with pre-configured examples for implementing tools, resources, and Zod-based schema validation.

Perigon MCP Server

Enables access to comprehensive news data through the Perigon API, including searching for articles, stories, journalists, sources, people, companies, topics, and Wikipedia content with advanced filtering capabilities.

Messages MCP Server

A Model Context Protocol server that provides access to messages from an external API endpoint using Bearer token authentication for integration with Claude Desktop.

AWS Athena MCP Server

Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.

Ambient Code Platform MCP Server

Enables delegation of agentic sessions to Kubernetes-hosted Claude agents running on the Ambient Code Platform. Supports creating, managing, and communicating with remote AI agent sessions through OpenShift authentication.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

SureChEMBL MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

NIH Reporter MCP Server

Provides programmatic access to the NIH Reporter API for searching and retrieving detailed information on NIH-funded research projects, grants, and investigators. It enables AI assistants to query project abstracts, funding amounts, and organization details through natural language.

awesome-confluence-mcp

🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.

Travel Planner MCP Server

Enables AI-assisted travel planning with real-time weather forecasts, place discovery, customized itinerary generation based on interests and budget, and travel distance calculations between cities.

Zhipu Web Search MCP

智普AIのweb_searchツールに基づいたウェブ検索ツール

Kommo CRM MCP Server

Enables comprehensive integration with Kommo CRM through 25 tools for managing leads, contacts, companies, tasks, events, and generating detailed analytics reports. Supports advanced workflow management, pipeline operations, and real-time performance tracking.

MCP Context Template

🪱 MCP Context Template は、AIツール（MCP）を一元的に管理し、コンテキスト共有のコストを削減し、開発の生産性を向上させるために設計されたリポジトリです。

Nextcloud MCP Server

Connects AI assistants to Nextcloud instances with 90+ tools for managing notes, calendars, contacts, files, recipes, and more through natural language conversations. Supports semantic search and multiple deployment options.

cascade-mcp-server

Cascade MCPサーバーリポジトリ