Awesome MCP Servers

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

Image generation and editing using the FLUX.1 Kontext [Max] model via the Replicate API, featuring advanced text rendering and contextual understanding.

Generate images using the Ideogram V3 Balanced model on Replicate.

Access Google's Imagen 4 Ultra model via the Replicate platform for high-quality image generation.

Generate images using the minimax/image-01 model on Replicate.

Generate high-quality images using the Recraft V3 model via the Replicate API.

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

Packs code repositories into a single, AI-friendly file using the repomix tool.

Manages penetration testing reports and vulnerabilities via a REST API.

An MCP server for Reptor/SysReptor that exposes the reptor CLI tool as a programmable service, configured via environment variables.

Interact with Autodesk Revit using the MCP protocol. This server provides AI tools and requires the corresponding Revit plugin to function.

A pyRevit-based MCP server for Autodesk Revit, enabling connection to any MCP-compatible client.

An MCP server for integrating AI with Autodesk Revit, enabling seamless communication via WebSocket.

Arbitrary code execution and tool-use platform for LLMs by Riza

Provides AI assistants with comprehensive access to Roblox Studio projects for exploration, script analysis, debugging, and bulk editing.

An AI-powered MCP server for Roblox Studio development, featuring advanced NLP, semantic analysis, and multi-turn conversation capabilities.

Access Rollbar project data for error monitoring and debugging.

An MCP server for Rongda that supports authentication through environment variables.

Automatically logs AI coding assistant activities, such as command executions and code generation, into searchable JSON files.

Equip AI agents with evaluation and self-improvement capabilities with Root Signals.

A C# MCP server using Microsoft's Roslyn compiler for code analysis and navigation in C# codebases.

A tool that applies rubber duck debugging techniques to AI development environments.

A Ruby client for the Model Context Protocol (MCP), enabling integration with external tools and services via a standardized protocol.

Fetch metadata for Ruby gems from the rubygems.org API.

Fetches comprehensive information about Ruby gems from RubyGems.org, including READMEs, metadata, and search functionality.

Detects potential risks in Solana meme tokens to help avoid rug pulls and unsafe projects.

Generate images and videos using the Runway API.

Interact with the RunwayML and Luma AI APIs for video and image generation tasks.

Query up-to-date documentation for Rust crates.

Fetches Rust crate documentation from docs.rs using the rustdoc JSON API.

Enables AI assistants to interact with s&box game objects and components via WebSocket communication.