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MCP servers tagged hybrid-search
224 live MCP servers tagged "hybrid-search", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with hybrid-search.
Wiki4ai
A self-hosted collaborative wiki for teams and AI agents — Markdown, Mermaid + PlantUML diagrams, hybrid search, built-in MCP server with 32 tools
Shared Memory Server
Gives Claude Desktop, Cursor, and Claude Code one shared, persistent memory of your project's context. A decision or fact is saved once and stays available in every session and ev…
Home View Graph
A five-model knowledge graph over a directory you choose — built to prove itself wrong. SQLite + FTS5, stdlib-only, 100% local.
Treeweft
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
ShodhRAG
Build a local-first AI assistant using retrieval-augmented generation, agents, and tool calling, powered by Rust for secure and fast performance.
Engineering Knowledge
Local-first engineering knowledge retrieval with deterministic ingestion, provenance, hybrid search, reproducible evaluation, CLI, and read-only MCP.
Surreal Knowledge Base
Local-first knowledge base with hybrid search (vector + BM25) and knowledge graph, powered by embedded SurrealDB and BAAI/bge-m3 — exposed as MCP server and CLI
Control Finder
Ask a security question in plain English and get the NIST SP 800-53 controls that answer it, each one cited. Measured keyword, vector, and hybrid search with pgvector, cited answe…
Hadith Vector Search
Islamic texts (Hadith & Tafsir) hybrid retrieval engine and Model Context Protocol (MCP) server combining ChromaDB semantic search and SQLite FTS5
Mainrag
Self-hosted private-code context layer for AI coding agents, with MCP tools, citations, tenant boundaries and hybrid retrieval
Pgvector Search
Hybrid RAG over pgvector, exposed as MCP tools — semantic and keyword search fused with Reciprocal Rank Fusion
Reconmind
Multi-agent, RAG-powered copilot that investigates data pipeline incidents (key drift, duplicate submissions, schema drift, volume anomalies) and writes the incident report.
Manual Rag Assistant
MCP server for searching motorcycle manuals with hybrid retrieval and calculating maintenance intervals.
Engram
Production-grade persistent memory for AI agents. Hybrid BM25 + vector search, knowledge graph, lifecycle hooks. 250K+ memories. Built by an AI, for AIs.
Flyarchive
FlyArchive — self-hosted personal document archive and knowledge base with hybrid semantic + full-text search. Local-first RAG: an MCP server gives Claude, Codex and any LLM agent…
Shared Brain
A self-hosted MCP server that gives Claude, ChatGPT, Claude Code and any other MCP client one shared long-term memory, kept separate for each project.
Lore
Auditable RAG from the command line: grounded, cited answers over your own documents, with faithfulness verification and retrieval eval you can gate CI on.
MemoryAI
Remember everything. Send only what matters. Universal, local-first long-term memory for Claude Code, Cursor, Codex, and MCP.
Hybrid Rag MCP
Local-first hybrid-RAG MCP server (Qdrant + BM25 via RRF), multi-step agent, offline Ollama fallback
Mnemonic
On-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent.
ProjectRecall
Local hybrid-search RAG (SQLite FTS5 + Ollama embeddings, weighted RRF) over your own project notes, served to Claude Code as an MCP server
Frontiertour27 LTG242 Knowledge Retrieval For AI Agents With Foundry Iq
No description published.
Server Spec Agent
No description published.
Rag CLI
No description published.