Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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

Generate chart images and URLs using the QuickChart.io API with Chart.js configurations.

An MCP server for performing document operations on Quip, enabling direct interaction from AI assistants.

This server allows AI assistants to interact with your Quire projects, tasks, and data securely.

Interact with Quire.io projects and tasks using the Quire API, enabling AI assistants to manage your workflow.

MCP server for interactive quizzes

Semantic quote search - 600K quotes with source transparency

Access the Quran API from alquran.cloud to retrieve accurate Quranic text and reduce LLM hallucinations.

Interact with the Quran.com corpus using their official REST API v4.

An MCP server for the Qwen Max large language model, powered by Dashscope.

A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.

A local MCP server providing powerful code analysis and search capabilities for software projects.

A Go-based MCP server for integrating with the RabbitMQ message broker.

Interact with queues and topics on a RabbitMQ instance.

Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.

Interact with Radicle (peer-to-peer code collaboration) and GitHub through a unified interface.

Retrieve and process documentation using vector search to provide context for AI assistants.

Retrieve and process documentation using vector search to provide relevant context for AI assistants.

A server for RAG-based document search and management using Qdrant vector database with Ollama or OpenAI embeddings.

An MCP server for accessing Ragie's knowledge base retrieval capabilities.

RAG-focused MCP subregistry and server to discover and route to retrieval-capable MCP servers with semantic search, filters, and explainable ranking.

Serverless document and media processing with AI chat.

Provides structured workflows and tools for AI agents working with software development projects, with a specialized focus on Rails applications.

A Ruby gem providing secure Rails console access through MCP for AI agents and development tools.

An MCP server for Rails projects, allowing LLMs to interact with your application.

An MCP interface for the rails-pg-extras gem, providing PostgreSQL metadata and performance analysis through LLM prompts.

Manage Railway infrastructure through natural language using the Railway API.

Interact with and manage your Raindrop.io bookmarks.

An intelligent tool for AI assistants to present multiple UI component designs for user selection.

Search for hotels and check their availability using the Rakuten Travel API.

An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum technique.