Discover Awesome MCP Servers

Interactive Map MCP Server

Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.

Dice Rolling MCP Server

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

MCP PC Control Server

Provides comprehensive PC control capabilities including file operations (read, write, edit, delete), directory management, file search, and shell command execution through the Model Context Protocol.

uptodoc

Enables AI assistants in IDEs to query custom documentation databases for more relevant and up-to-date information about libraries and frameworks. Improves coding suggestions by providing project-specific documentation through a configurable endpoint.

Codex LSP Bridge

Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).

Limitless MCP Server

Provides advanced analysis of conversations from Limitless Pendant recordings, including intelligent meeting detection, action item extraction, natural language time queries, and comprehensive conversation analytics with smart pagination support.

Quiver-MCP

Generate SVGs from text prompts and vectorize raster images using QuiverAI's Arrow model (#1 on SVG Arena). Includes baked-in prompt engineering guidance, reference image support, and an outputPath parameter to save SVGs directly to disk. TypeScript, MIT-licensed, requires a free QuiverAI API key.

agent-browser-mcp

Enables AI agents to directly control your real Chrome browser with full context including login sessions, cookies, and open tabs. It provides tools for page scanning, JavaScript execution, CDP control, screenshots, and physical mouse/keyboard input for authentic browser automation.

Judge0 CE MCP Server

Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.

Facts By API Ninjas MCP Server

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

MCP Code Sanitizer

Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search for movies, TV shows, and people, get detailed information, discover content with advanced filters, and retrieve recommendations.

Exhibition Big Data MCP Server

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

Youtube Vision MCP

Servidor MCP (Protocolo de Contexto del Modelo) que utiliza la API Google Gemini Vision para interactuar con videos de YouTube. Permite a los usuarios obtener descripciones, resúmenes, respuestas a preguntas y extraer momentos clave de videos de YouTube.

DocAgent

AI-powered document generation suite that creates comprehensive software documentation including requirements, design specs, test strategies, and deployment guides through LangGraph workflows. Integrates with Cursor IDE via MCP to transform project ideas into professional documentation suites.

ansys-workbench-mcp

Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scripted journals and batch processing for simulation workflows.

OpenKer Modeler MCP Server

Enables AI agents to traverse SysML v2 model graphs, query requirements, and perform impact analysis for model-based systems engineering. It allows agents to interact with plain-text models to automate documentation and refine system architectures.

Outlook MCP Server

An integration server that lets you control Microsoft Outlook on Windows via COM, enabling email reading, summarization, and draft generation without complex security setup.

Shiplogic MCP Server

An MCP server providing seamless integration with the Shiplogic shipping API to calculate shipping rates, create shipments, track packages, and manage shipping operations programmatically.

mcp-markdown-tools

An MCP server that provides tools for analyzing, linting, formatting, and generating Markdown content. It enables users to programmatically manage Markdown files through features like table of contents generation, statistics calculation, and JSON-to-table conversion.

Pterasim MCP Server

Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.

Prediction-Examples-in-the-Alink-Tutorial

Two prediction examples in the Alink tutorial: input a year to predict GMV; input a piece of feedback to analyze its sentiment (positive/negative).

lazymac-k-mcp

42 developer tools through one MCP install

Figma Copilot

Enables AI assistants to interact with Figma designs programmatically, supporting comprehensive design automation including text manipulation with formatting preservation, batch operations, prototyping, auto-layout configuration, and component management.

Remote Demo MCP

A local MCP server that automates the deployment of static directories to remote hosts using rsync. It features support for interactive SSH authentication including MFA/OTP flows and provides tools to verify reachable URLs after deployment.

Zypin MCP

A lightweight MCP server for browser automation using Playwright with essential tools for navigation, form interaction, and web scraping. Provides 16 core browser automation tools with minimal setup and fast performance.

MCP Prompt Enhancer Server

Transforms simple prompts into detailed, professional specifications using AI, designed to get better results from Claude, ChatGPT, and other AI assistants.

Deep Research MCP Server

Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google Search Grounding, conducting deep dives with configurable depth and breadth to generate comprehensive, professionally structured research reports.