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

A remote, authentication-free MCP server for weather data, deployable on Cloudflare Workers or run locally via npm.

A universal REPL session manager supporting Python, Node.js, Ruby, and more, with session management and LLM-assisted recovery.

Generate high-quality images and vector graphics using the Replicate API.

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

Persistent, structured memory for AI coding agents. Your repo never forgets.

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.

Debug your remote Node.js and Next.js applications directly from your AI IDE like Cursor.

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.

Rippling HR/IT/Finance platform integration with 18 tools for managing employees, departments, payroll, benefits, time tracking, and company operations.

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.

MCP server and AI agent toolkit for intelligent document processing with Rossum.

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.