Search MCP Servers

Search Engine made for AIs by Exa

Implement semantic memory layer on top of the Qdrant vector search engine

The Redis official MCP Server offers an interface to manage and search data in Redis.

One API for Search, Crawling, and Sitemaps

Provides tools to search Airbnb and get listing details.

GraphRAG memory server with customizable ingestion, data processing and search

Fast file searching capabilities across Windows (using Everything SDK), macOS (using mdfind command), and Linux (using locate/plocate command).

Knowledge graph memory system built on Neo4j with semantic search, temporal awareness.

Read and search through your Obsidian vault or any directory containing Markdown notes

Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.

Access and search Wikipedia articles via MCP for AI-powered information retrieval.

MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

MCP for LLM to search and read papers from arXiv

MCP to search and read medical / life sciences papers from PubMed.

Search ArXiv research papers

A MCP server for Unsplash image search.

Search Google and do deep web research on any topic

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