Awesome MCP Servers

An MCP server to interact with Perplexity AI's language models for search and conversational AI.

Encodes text data into videos that can be quickly looked up with semantic search.

Provides AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.

Fetches the latest news headlines from the Boring News API.

An MCP server for querying Yahoo Finance data using the yfinance library.

Provides real-time cryptocurrency news for AI agents using the NewsData.io API.

A containerized MCP server for LanceDB vector search, featuring hybrid processing with Gemini and Ollama.

A search tool for movies and TV shows that provides AI clients with validated, playable video links and supports real-time notifications.

A server that provides web search capabilities using OpenAI models.

Search and retrieve articles from bioRxiv, the preprint server for biology.

Enhances LLMs with location-based services and geospatial data from OpenStreetMap.

A search tool for finding movies and TV shows from multiple video sources with link validation.

A server providing web and similarity search functionalities, designed for Claude Desktop. It requires external embedding and API services.

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

Web search using Perplexity's API.

Search concept relationships in the Unreal Engine official documentation using a Neo4j-powered knowledge graph.

Search the National Provider Identifier (NPI) registry for healthcare providers and organizations in the United States.

Semantic code search using the Qdrant vector database and OpenAI embeddings.

A server for searching and retrieving movie and media resource information via the MCP protocol.

A dictionary server using the Merriam-Webster API to provide definitions, parts of speech, and pronunciations for words.

Semantic search using the Qdrant vector database.

A server providing Google AI-powered search and documentation tools for developers.

A server to query Wikipedia and automatically fact-check information for any LLM with a compatible MCP client.

Discover public A2A agents on the Agently platform using its public API.

Search for companies and professionals using the Harmonic.ai API.

A server for searching articles on the Zenn blogging platform.

A local-first semantic code search tool with vector and regex capabilities, designed for AI assistants.

Exposes Lucene-based search indexes to AI assistants through the NRTSearch MCP server.

An MCP server powered by txtai for semantic search, knowledge graphs, and AI-driven text processing.

Answer math and other queries using the WolframAlpha LLM API.