Awesome MCP Servers

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

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

A bidirectional MCP proxy connecting stdio and Server-Sent Events (SSE) with OAuth support.

A proxy server for MCP requests, supporting SSE and stdio transports.

Aggregates multiple MCP resource servers into a single interface using a JSON configuration file.

Aggregates multiple MCP resource servers into a single interface with stdio/sse support.

A proxy server for aggregating and serving multiple MCP resource servers through a single endpoint.

Aggregates multiple MCP resource servers into a single interface.

A server for real-time Python code validation using Pyrefly, designed to prevent common coding errors from LLMs.

An interactive Python REPL server with built-in support for the uv package manager and virtual environments.

Uses Qdrant vector embeddings to understand semantic relationships in codebases.

Query financial web tables from sources like iwencai, tdx, and eastmoney using Playwright.

A basic MCP server from the Quickstart Guide, adapted for OpenAI's Chat Completions API.

A managed Retrieval-Augmented Generation (RAG) server using MCP, integrated with knowledge bases and OpenSearch.

A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.

A lightweight Python server for Retrieval-Augmented Generation (RAG) using AWS Lambda. It retrieves knowledge from external data sources like arXiv and PubMed.

An MCP server for querying databases and managing Kubernetes clusters.

Generates true random numbers using atmospheric noise from random.org.

Analyze images using OpenRouter's vision models. Requires an OpenRouter API key.

A reasoning engine with multiple strategies, including Beam Search and Monte Carlo Tree Search.

An MCP server for interacting with the Reddit API, enabling searches for posts, comments, and subreddits.

A server integration for the Redmine project management tool.

A server for discovering and retrieving other MCP servers via MCPulse.

A Discord relay server to send messages and prompts to a channel and receive responses.

A remote proxy for MCP that enables local clients to connect to remote servers via OAuth.

Provides remote machine control capabilities, eliminating SSH overhead for token-efficient system operations.

A remote MCP server that uses Adobe IMS/Okta for authentication.

Generates images using Replicate's FLUX model and stores them in Cloudflare R2.

Provides MCP server configurations for accessing the Brave Search and GitHub APIs.

A server for interacting with REST APIs, featuring authentication and Swagger documentation support.

Fetches resume data from a GitHub gist to provide professional background context to LLMs.

Integrates with the Riot Games API to provide League of Legends data to AI assistants.