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

An MCP server for running Locust load tests. Configure test parameters like host, users, and spawn rate via environment variables.

An MCP server for log analysis using the LogAI framework, with optional Grafana and GitHub integrations.

Provides access to OpenTelemetry traces and metrics through Logfire.

Add translation keys to Lokalise projects. Requires a Lokalise API key.

A Go-based server to query Grafana Loki logs using the Model Context Protocol (MCP).

Enables LLMs to process array items sequentially with a specific task.

Integrates with Language Server Protocol (LSP) to provide features like code completion, diagnostics, and hover information.

Provides access to the Lucide icon library for use in LLM and agentic applications.

Generate and manipulate AI videos and images using Luma AI's Dream Machine API.

Provides access to coding rules and examples for your projects.

A server for integrating with MagicPod, an AI-powered test automation platform.

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.