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

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

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.

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 MCP server for interacting with the Rami Levy online grocery store API.

Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs

Retrieve and analyze data or run tasks for Ramp using its Developer API.

Provides LLMs with essential random generation abilities, built entirely on Python's standard library.

A random element generation service based on EVM block hash for games, finance, testing, and other fields.

Over 70M+ premium IPs via Rapidproxy - Enjoy easy data extraction, avoiding CAPTCHAs, IP blocks with 220+ locations targeting, non-expiring traffic.

A collection of production-ready MCP servers optimized for Raspberry Pi and AI workloads.

Query supervisor evaluation data with fuzzy matching for Chinese and Pinyin names.

Access real-time mortgage rate data from the RateSpot.io API.

An MCP server for managing Ray clusters, jobs, and distributed computing workflows.

Interact with your crash reporting and real using monitoring data on your Raygun account

An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.