Search MCP Servers

Search engines, vector search and retrieval over an index somebody else keeps. 953 Search MCP servers on Mcprush.

953 MCP servers

Scanned where there is a package or repository to read — the grade is on each server's page
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Ingest, manage, and retrieve documents for RAG-powered AI applications

3/day 52 tools
Free

Turn YouTube into a research source for AI. MCP server for searching, transcripts, comments, and multi-video analysis.

3/day 10 tools
Free

Agent-native CLI + MCP server for healthcare conferences — Medicare, Medicaid, payer, and quality events. The de facto directory AI agents

2/day 6 tools
Free

Python implementation of Apple MCP tools for macOS

2/day 10 tools
Free

MCP server for the Aesthetics Wiki (aesthetics.fandom.com). Search, read, and discover aesthetics from your LLM.

2/day 5 tools
Free

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

2/day
Free

Complete Azure AI Search MCP server with vector search, semantic search, and document management

2/day 13 tools
Free

A Model Context Protocol (MCP) server that provides file search functionality using KDE's baloosearch tool. Allows AI assistants to search

2/day 3 tools
Free

Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path.

2/day 8 tools
Free

Unofficial MCP server that provides `web_search` and `web_fetch` tools via Ollama Cloud

2/day 2 tools
Free

The URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability

2/day 2 tools
Free
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