Discover Awesome MCP Servers

packforai-mcp

Converts PDF, DOCX, PPTX, XLSX, CSV, and JSON into clean, compact, AI-ready Markdown, reducing tokens up to 65%.

Directmedia MCP

Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek' collection, a 1990s German electronic book library containing 101 volumes of classic literature and philosophy with text extraction, search, and navigation capabilities.

Karbon MCP Server

An unofficial Model Context Protocol server that connects MCP-compatible clients to Karbon practice management, enabling natural language interaction with contacts, work items, notes, timesheets, and more.

PowerPoint Automation MCP Server

Enables AI assistants to create, modify, and manage PowerPoint presentations programmatically using python-pptx.

Sample Model Context Protocol Demos

Tuyển tập các ví dụ về cách sử dụng Giao thức Ngữ cảnh Mô hình (Model Context Protocol) với AWS.

Engram

A self-hosted MCP server enabling multiple AI coding agents to share state, preserve context across sessions, and coordinate with each other.

MCP Server Implementations

Triển khai máy chủ tùy chỉnh cho Giao thức Điều khiển Mô hình (MCP) sử dụng Sự kiện do Máy chủ Gửi (SSE)

FAA Advisory Circular MCP

Enables searching, retrieving, and tracking FAA Advisory Circulars for airport operations with filtering by airport type, bookmarking, and export capabilities.

MCP Node Tasks 05 - Sampling

An MCP server that demonstrates sampling, enabling the server to request LLM completions from the client to assist in workflow tasks like planning work sessions.

agent-browser-ga MCP

Enables AI agents to interact with a user's real Chrome browser tabs, executing JavaScript, reading cookies, and making fetch requests within authenticated sessions.

Archy

Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.

SAP Ariba Procurement MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for SAP Ariba Procurement (beta): https://www.cdata.com/download/download.aspx?sku=PAZK-V&type=beta

fd-cn-report

An MCP server for Chinese financial reports, providing 44 tools to resolve companies, list/retrieve filings, extract report sections, run AI-based indicator extraction, search via Elasticsearch, and browse a 21,698-rule industry rules dashboard.

caniuse-mcp

An MCP server that provides browser compatibility data and web API support information using caniuse.com, MDN BCD, and Web Features, enabling developers to check feature support across browsers and against browserslist configurations.

browse

Headless browser automation via MCP using Playwright WebKit.

mcp-semrush

Enables SEO analytics via the Semrush Analytics API, allowing AI agents to query Semrush data through natural language.

Interactive Feedback MCP

MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to provide direct feedback to AI agents without consuming additional premium requests.

SkillMCP

Serves project-specific skills and behavioral rules to AI agents via MCP, enabling automatic injection of behavioral rules and on-demand knowledge for coding assistants like Claude Code and Gemini CLI.

satellite-mcp

Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft tracking, maritime surveillance, military intelligence, conflict monitoring, environmental analysis, critical infrastructure, sanctions compliance, and cyber-geo intelligence from open-source data.

GameMaker Documentation MCP Server

Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.

Databricks MCP Server App

Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.

Scout MCP

Enables AI assistants to look up real estate agents, search MLS listings, submit buyer/seller leads, and access proprietary seller-intent signals in SC and GA.

arxiv-mcp

A streamlined MCP server that connects AI assistants to arXiv's vast collection of academic papers, enabling search, retrieval, and analysis of research papers.

ltspice-mcp

An MCP server that enables LLMs to read and modify LTspice schematics, run simulations, parse results, and generate plots, all through natural language.

WordPress MCP Server

Enables comprehensive management of WordPress sites including posts, users, media, categories, tags, and site settings via the WordPress REST API.

Yandex Webmaster MCP Server

MCP server that provides 46 tools for managing Yandex Webmaster API v4, enabling site management, sitemaps, indexing, search analytics, and more through natural language.

FastMCP Science Demo

Exposes science functions like generating random points and plotting sine waves as MCP tools.

mcp-database

Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with automatic read-only enforcement and query limits.

Todo MCP Server

A TypeScript-based server that enables AI agents to create, prioritize, and manage ordered task lists for complex projects. It provides tools for task tracking, status filtering, and progress statistics with persistent storage.

Kodit

A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.