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 universal command-line interface (CLI) gateway to the MCP ecosystem, integrating multiple MCP servers, AI models, and transport protocols.

Expose R functions through the Model Context Protocol (MCP) for seamless integration with AI assistants.

Manage background processes for AI agents using the Model Context Protocol (MCP).

A proxy for routing requests to remote MCP servers.

A secure bridge for LLMs to safely execute command-line tools via the Model Context Protocol (MCP).

An enterprise-grade MCP tool management solution for simplifying AI Agent tool integration, service management, and system monitoring.

A Swift framework for building Model Context Protocol (MCP) servers with a simplified API.

A simple and powerful ticket tracking system with AI assistant integration.

Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.

An MCP server for collecting interactive user feedback through a graphical user interface.

An iteration management tool to automate the collection and submission of iteration information to a CodeReview system.

A server for converting Markdown files to PDF format. Requires pandoc and weasyprint.

Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab.

Converts Markdown text to SVG images.

Interact with your Mealie recipe database to manage and find recipes.

Tracks movies, books, and TV shows to provide intelligent recommendations based on your preferences.

Interact with MediaWiki installations through the MediaWiki API as a bot user.

Enables LLM clients to interact with any MediaWiki wiki using the Model Context Protocol.

Interact with the MediaWiki API to search and retrieve content from Wikipedia or other MediaWiki sites.

An AI-powered API for medical research, unifying ClinicalTrials.gov, PubMed, and FDA databases with intelligent analysis.

About An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm.

Search and retrieve articles from medRxiv, the preprint server for health sciences.

Interact & query with Meilisearch (Full-text & semantic search API)

Integrates with Mem0.ai to provide persistent memory capabilities for LLMs, supporting cloud, Supabase, and local storage.

A decentralized memory layer for AI agents providing secure, persistent storage for conversation history and knowledge.

Generate memes using the ImgFlip API. Requires ImgFlip account credentials.

A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.

Performs targeted searches across Memex conversation history and project files.

Enables Large Language Models to store and retrieve persistent memories with intelligent search capabilities.

A server that provides a memory system for LLMs, enabling persistent conversations with various providers like OpenAI, Anthropic, and OpenRouter.