Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Execute make targets from any Makefile in a safe and controlled environment.

Exposes Makefile targets as callable tools for AI assistants.

Execute terminal commands for malware analysis. Requires Node.js 18 or higher.

Interface with Malware Bazaar to get real-time threat intelligence and sample metadata for cybersecurity research.

Executes Manim Python scripts to generate and return rendered video animations.

An MCP server for integrating with the Mantis Bug Tracker system.

A YAML-based server for managing manual test cases with tools for test automation workflows.

Access NEXON MapleStory open API data for character info, union details, guild data, rankings, and game mechanics.

An MCP server that provides efficient navigation and reading of large markdown files using ctags to reduce context usage

Serve and access markdown documentation for locally installed NPM, Go, or PyPi packages.

An MCP server to access markdown documentation for locally installed NPM, Go, and PyPi packages.

Convert Markdown documents to PDF files with syntax highlighting, custom styling, and optional watermarking.

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). Server runs as HTTP service.

Connects MasterGo design tools with AI models, allowing them to retrieve DSL data directly from design files.

A standalone MCP service that connects MasterGo design tools with AI models, enabling them to retrieve DSL data directly from design files.

A demonstration tool showcasing potential security attack vectors against the Model Control Protocol (MCP).

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Educational MCP server with math operations, statistics, visualizations, and persistent workspace.

Execute MATLAB scripts and functions via MCP clients. Requires a local MATLAB installation.

Integrates MATLAB with AI to execute code, generate scripts from natural language, and access documentation.

A toolkit to integrate agent frameworks like MCP with Maton APIs through function calling.

Provides advanced code review, implementation planning, and pull request generation using Matter AI.

A creative toolkit for AI agents to generate, edit, and manage images, models, and collections using the MAVAE API.

Tools to query latest Maven dependency information

Search for and retrieve detailed information, including READMEs and metadata, for Maven packages from Maven Central.

Access real-time Maven Central intelligence for fast and accurate dependency information.

Gives Claude explicit tools for reasoning: adding thoughts, branching to explore alternatives, revising earlier thinking, and navigating thought history. 11 focused tools designed for how Claude actually thinks

Bitcoin Lightning + Nostr Web-of-Trust tools for agents (L402 pay-per-call endpoints)

MCP server for Autodesk Maya

A Joomla plugin providing a task-based API to manage content and connect with AI, workflow automation, and internal tools.