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

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.

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.

Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.

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.

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

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

Deterministic JSON Schema validation with signed cryptographic attestations. Validate payloads, verify signatures, and retrieve attestation records.

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

Real interest rates from 1,400+ US credit unions across 50 states. Covers mortgages, auto loans, HELOCs, personal loans, and credit cards. Rates ranked by APR with zero affiliate bias. Works with Claude Desktop and ChatGPT. Free tier available.

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

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

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

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

Stateful HTTP ingest + MCP server + terminal UI for Ray-style logs.

MCP server for LLM output caching and reuse. Caches and retrieves code from prior AI agent executions, delivering cached outputs up to 30x faster.

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