Awesome MCP Servers

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

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.

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

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

A web search server that integrates with the Exa API to perform basic and advanced searches.

An MCP server for advanced research assistance, configurable via environment variables.

Search product recalls and receive notifications

Search and retrieve content from the Xiaohongshu (Red Book) platform.

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows

Medical device regulatory intelligence. Classify devices, query alerts, find pathways across 15 jurisdictions (FDA, EU MDR, HSA, TGA, PMDA, NMPA +9 more). REST API + MCP.

Discover related blockchain addresses and domain names for web3 identities across different platforms.

Releasebot finds and watches release note sources from hundreds of products and companies.

Provides semantic search and retrieval for internal company knowledge bases, including documents and Slack discussions.

Access personal and team knowledge repositories, including documents and Slack discussions.

Access and search personal or team knowledge repositories, including documents and Slack discussions, using semantic search and retrieval tools.

A research assistant powered by Perplexity AI for intelligent search, documentation retrieval, and code assistance.

An AI-powered research assistant that can investigate any topic using an interactive configuration wizard.

Agent-native tool intelligence — discover, score, and compare 600+ APIs across 16 MCP tools. Zero-signup discovery, AN Score methodology, failure mode data, and managed execution.

Explore the Rijksmuseum's art collection using natural language.

Efficiently search Obsidian vaults using the ripgrep tool.

Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.

Find emails, phone numbers, and enrich company data using the RocketReach API.

Social media search and analytics across X, Reddit, Bluesky, YouTube, LinkedIn, Facebook, Instagram, and Weibo via the Rolli IQ API

Integrates the RSS3 API to query the Open Web.

Search for academic articles from scholarly vendors.

Search for academic articles using scholarly vendors.

Harvests scientific papers from arXiv and OpenAlex, providing real-time access to metadata and full text.

Search and access academic papers from Sci-Hub by DOI, title, or keyword.

Search for Magic: The Gathering cards and get details, rulings, and prices using the Scryfall API.