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MCP servers tagged lancedb
66 live MCP servers tagged "lancedb", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with lancedb.
Haiku.rag
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
shinpr/mcp-local-rag
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Glean
A local-first knowledge engine and RAG infrastructure powered by Rust, featuring MCP support, hybrid search (BM25 + Vector), and LanceDB integration
Iai Personal Memory Engine
The best-benchmarked open-source memory system for AI coding assistants
Codeseek
Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as nativ…
Opencode Personal Knowledge
🧠 Personal knowledge MCP server with vector database for Opencode. Store and retrieve knowledge using semantic search, powered by local embeddings.
Rememex
semantic search for your local files find by meaning, not keywords. 120+ file types, OCR, MCP server for AI agents. 100% private.
Pmb
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) via MCP. 94.5% LoCoMo recall@10, 70ms p50, multilingual, zero API keys.
Snaptium
A modern markdown AI note-taking application
Obsidian Vault MCP
MCP server for semantic search over an Obsidian vault using LanceDB and OpenAI/Ollama embeddings
Argyph
Index codebases for AI agents with a single local binary providing semantic search, symbol graphs, and grep capabilities without API keys.
Starepo
Search your GitHub stars with semantic search
Personal Knowledge MCP
🔍 Index and manage local documents with the MCP server, offering AI access through a unified platform for easy search and retrieval.
Brain.md
Local-first markdown notes with a first-class MCP server. 16 tools + 2 resources for Claude Code, Claude Desktop, Cursor and any MCP agent. Per-folder permissions, semantic RAG vi…
Rms Memory MCP
Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency
ContextAtlas
ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memory and retrieval observability via CLI, MCP server or embeddable library. Tree-sitter ind…
Openclaw MCP Router
OpenClaw MCP router plugin for Model Context Protocol (MCP): semantic tool search and dynamic tool calling to reduce prompt bloat
Codebasesearch
Ultra-simple code search tool with Jina embeddings, LanceDB, and MCP protocol support
Panopticon
Integrate local LLMs into your codebase. Save on tokens/cost + Always up-to-date documentation.
Dokoro
Multi-layer agent-memory MCP server (working, episodic, semantic, procedural, affective) for Claude Code and any MCP client.
Cowork Semantic Search
No description published.
FantomMcpServer
MCP server giving AI assistants semantic search, a call graph and Axon parsing over a Fantom / Haxall / SkySpark codebase
Cloudscape Docs MCP
🌐 Enable seamless semantic search over AWS Cloudscape documentation for AI agents and coding assistants with this efficient MCP server.
PodCodex
Turn any podcast into a searchable knowledge base (transcription, diarization, translation, TTS, RAG).
RAG In A Box
RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.
preflight-dev/preflight
service contract awareness, correction pattern learning, and cost estimation.
AliceLJY/recallnest
first with LanceDB + SQLite, zero external dependencies.
Aperio
One brain. Every AI agent. Nothing forgotten. — Self-hosted memory layer via MCP + Postgres + pgvector
Ostk Recall
Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude…
Iftree Editor
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
Cocoindex Hnsw Lancedb
Cocoindex-based code indexing service with HNSW, automatic disk compaction, MCP Server, periodic git pull, metrics push to MySQL, and space-efficient branch searching
Docrag
AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-demand with vector embeddings and smart web scraping.
Mscodebase Intelligence
Intelligent codebase search & indexing for Zed. Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, m…
Discord Archive
Archive Discord servers to PostgreSQL and query them from Claude Code over MCP — SQL, interaction graph, and semantic search — plus a 3D galaxy visualizer.
Academic Research Prisma Wiki Rag
PRISMA systematic review workflow enhanced with Claude Code wiki integration — PDF manual ingestion, knowledge persistence, pre-search wiki context
AI Longterm Wiki Memory ClaudeCode
Persistent semantic memory for Claude Code. Three-layer wiki + LanceDB vectors, hooks, self-healing lint, knowledge graph. Native MCP integration.
MCPedia
Turn any local codebase or documentation folder into a searchable knowledge base that AI tools can use through the Model Context Protocol.
Alexandria Semantic Recall
A local semantic-recall MCP server for citation-integrity academic writing — fastembed ONNX embeddings on LanceDB, cross-lingual, fully offline. Recall-only by contract: fragments…
Manicule
Self-hosted retrieval infrastructure for AI assistants. MCP-first search and grounded answers over a private corpus, with citations that resolve to a real location in a real docum…
Stellaris Code Search
MCP tool to enable semantic code search in your project.
AILIENANT
Ailienant is a structured engineering agentic OS for VS Code. No vibe coding or unauditable black boxes. Built for engineers demanding total control. We provide a live codebase kn…
My Tiny Local AI Agent
Local-first chat agent that runs comfortably with small-context local LLMs (from 2B) without losing the original goal of a long conversation. Multi-window context with rollovers,…
Enterprise Gateway
Enterprise FastMCP Gateway with GDPR/DSGVO Privacy Vault, LanceDB Knowledge Slice & Docker Sandbox
Roowet Semantic Vault Search
Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdown vault by meaning, not keyword.
ThreadShelf
Archive, search, and continue AI conversations from multiple platforms in one private, local-first workspace.
BugVault
Claude Code MCP native extension delivering a zero-human closed loop: Auto Bug Retrieval → Intelligent Troubleshooting → Automated Structured Accumulation. Equips Claude Code with…
Ast Rag Support MCP
A local-first, high-performance MCP server for semantic code retrieval. Features AST-based functional chunking, reactive filesystem indexing, and Gemini-powered query expansion fo…
Knowledge Forge
Local-first AI knowledge base desktop app: PDF/DOCX/image ingestion, OCR, chunking, embedding, LanceDB vector search, MCP access, and optional AnythingLLM sync. Windows EXE packed.
Askrepo
Local codebase assistant: ask a git repo "where is auth handled?" and get answers with exact file:line citations. AST chunking + local LLM (Ollama).
Traceback
Semantic debugger MCP server: warm-starts grep/git with cosine-similarity recall over past coding-agent sessions