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MCP servers tagged information-retrieval
12 live MCP servers tagged "information-retrieval", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with information-retrieval.
Bm25s
Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
Statespace
Interactive web apps for AI agents
Deep Research MCP
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, th…
Txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Moorcheh
Model Context Protocol server that brings Moorcheh search and RAG tools to MCP clients.
Redevops Rag
Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.
Serp It
MCP Tool, that can utilize multiple search engines and processing to provide AI ready results
Hybrid Rag MCP Server
MCP server with 41+ tools for hybrid RAG integration with agent-mesh
TARILIO
AI-powered Information Retrieval with integrated AI Assistant, MCP Client, Local LLM server
Graphstore
Memory infrastructure for AI agents!! store, recall by meaning or association, ingest documents, and track beliefs in one Python library.
Fetchium
Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, and synthesize the web. CLI + REST API + MCP server, with adaptive extraction (CEP), token-…