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MCP servers tagged fts5
115 live MCP servers tagged "fts5", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with fts5.
SafeFlo
Local MCP server giving Claude Code persistent agent memory: hybrid FTS5 + vector search, episodic/semantic/procedural lifecycle, no network calls, no install scripts.
Github Code Rag MCP
MCP server for real-time GitHub code search and reuse. FTS5 full-text index + Bing fallback + bonus requirements analysis Agent. Zero git clone, zero vector DB, only 1 dependency.
Amneshia
Zero-database long-term memory hub & knowledge graph for AI agents. SQLite FTS5 + BM25 search, Universal MCP Bridge, Sleep Cycle consolidation, and Web Dashboard.
Episoda Core MCP
Episoda Core MCP: Zero-dependency, Ebbinghaus auto-decaying cognitive memory MCP server for AI coding assistants (Claude Desktop, Cursor, Windsurf, Cline).
Thimiko
Chat history search for your llm
Auto Knowledge Base
MCP 协议的自主知识库系统，为工程 Agent 提供智能知识服务
SessionRelay
会话接力：本地优先的 AI 编程会话记忆层 — 五源捕获 · 中文检索 · MCP 15 工具 · HOP 交接包 | Local-first memory layer for AI coding assistants
Yt Transcripts
A local research archive for YouTube transcripts: bulk-ingest whole channels, full-text search across everything, and expose the library to an AI model over MCP. FastAPI + SQLite…
Pumex
A headless, daemon-based knowledge engine for Markdown vaults—index, search, and manage notes from the terminal, CI/CD, or AI agents.
Claw Recall
Store and search AI agent conversations to recover lost context and improve memory persistence in multi-agent workflows.
Jp Fts
A Model Context Protocol (MCP) server for Japanese full-text search using SQLite FTS5 and SudachiPy.
Yunjian
Offline Chinese classical poetry toolkit with local search, AI appreciation and an MCP server
Hacktricks MCP
Fast, self-hostable MCP server giving AI agents token-authenticated full-text search over the HackTricks security wiki (Cloudflare Worker + D1).
Ember Mind Light Cloud
Cloud memory and identity tools for AI partnerships. Cloudflare Workers + D1 + FTS5. 16 MCP tools, full CRUD dashboard.
Lorepack
Versioned context build system for AI. Compile documents, spreadsheets and project artifacts into immutable, diffable builds that agents read over MCP or HTTP, then activate or ro…
CcRecall
Cross-session memory for Claude Code — serves relevant context via hooks & MCP. Local SQLite + FTS5, no vector DB. Rule-based retrieval; extraction runs a small model.
Logica Context
MCP server that protects your AI context window via sandboxed execution and smart indexing. 97% token savings.
Todocore
Generic CLI-first SQLite todo core (CLI + MCP + generic done-hook)
Chiezo
AI のための知識ベース。Wikipedia・OpenStreetMap・GeoNames の公式ダンプを SQLite (FTS5) に索引し、MCP と REST で AI に引かせる。AI が書き足せる notes と、Chiezo を道具として引くローカル LLM(agent モード・web 検索)も同梱。
Crossref Local
Local CrossRef database with 167M+ works and full-text search
Memocean
MemOcean — A shared knowledge base system for Chinese multi-agent scenarios. Fork of MemPalace.
Miseledger
Your agent history is scattered. MiseLedger makes it searchable evidence. Local SQLite FTS ledger for AI work history; Brigade-ready evidence bundles. No network.
Project Trucha
🐟 Memoria persistente y local-first para agentes de código: indexa un codebase y lo recupera con búsqueda híbrida (léxica + vectorial) sobre SQLite/FTS5, sin infraestructura pesad…
Bookmark Memex
Personal bookmark archive for the memex ecosystem: SQLite + FTS5 + MCP server, with content caching, soft delete, marginalia, and cross-archive URIs
Catfu
YouTube channel metadata catalogue (no download): local SQLite+FTS5, agent-friendly CLI, Brave search BYOK, and stdio MCP server. GPLv3.
Origin Of Memory
Persistent memory for coding agents on Windows — automatic session capture, a nightly knowledge compiler, and FTS5 BM25 retrieval injected into every prompt. Built for Claude Code…
Witslog
AI-native error intelligence framework — structured error events in a local SQLite DB per project, full-text searchable, deterministically auto-classified, exposed to any MCP-comp…
MCPARDF CLIENT
Cliente MCP (TypeScript + Express) que sincroniza catálogos ARDF, indexa en SQLite (sqlite-vec) y expone búsqueda híbrida (semántica+léxica) vía API REST ( /status, /sync, /refres…
Oracle Of Nethys
A local, searchable copy of the Pathfinder 2e rules, and an MCP server that lets Claude Code answer rules questions from it with citations.
Mnemon Memory MCP
Persistent layered memory MCP server for AI agents — SQLite + FTS5 + vector hybrid search (RRF), multilingual, zero-cloud
Caveat
Long-term memory layer for Claude Code and Codex — markdown-in-git knowledge base, SQLite FTS5 retrieval, MCP, and native agent hooks.
Book Brain
A GBrain-shaped knowledge brain over open-source / free books. Markdown on disk, SQLite + sqlite-vec hybrid search, typed graph edges, MCP server. TypeScript on Node + tsx, Ollama…
ChronosMCP
Temporal memory MCP server for Claude - BM25 search, time-travel queries, FSRS-based forgetting. Local-first, zero cloud.
2ndbrain
Local Windows-native MCP server giving Claude Code verbatim cross-session recall - SQLite FTS5 over session transcripts, memory files and documents. Zero external LLM calls, crede…
Sana MCP
Your Sana.AI meeting transcripts, synced to your machine and searchable offline. An MCP server so AI agents can read and correct them, plus a terminal app for browsing them yourse…
Picoqmd
Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.
Toth Rs
Pure-Rust local-first academic reference manager with section-aware ETL, FTS5 BM25 search, Svelte 5 UI, Tauri desktop app, and MCP stdio server
Pinakes
Pinakes — a portable, agent-first knowledge base. One directory = one KB.
Kerebrom
Local-first persistent memory for AI agents. One Go binary installs MCP, lifecycle hooks, and shared SQLite/FTS5 memory for Claude, Codex, Cursor, and more.
Face AI
Outil de veille sur portraits de personnalités publiques dans la presse — alignement facial (MediaPipe + ArcFace), galerie React, serveur MCP pour Claude.
Japan Ir Search
AIエージェントから日本企業の有報を全文検索できる MCP サーバー（ホスト版あり）
Paper Memory MCP Lite
Local-first MCP-style research memory for papers, notes, figures, experiment logs, and GitHub README files.
Pbu Fsbu MCP
MCP-сервер: тексты всех 29 ПБУ и ФСБУ с точностью до пункта, с учётом даты и проекцией на объекты 1С:Бухгалтерия 3.0
Governed Rag MCP
Fail-closed hybrid RAG over MCP with ACL, grounding, and measurable retrieval.
Apple Mail Sync MCP
Search, read and reply to every Apple Mail account from Claude. Local MCP server, no credentials, no cloud.
Scrolls
Search every Claude Code session you've ever had — local hybrid semantic search over your transcripts, zero LLM cost. Claude Code plugin.
Bd Explore
Ask a beads store questions, codegraph-style: verbatim beads + relationship neighborhoods from one FTS query
Coaching MCP
Multi-user coaching MCP server for Claude — SQLite+FTS5 knowledge base, built-in OAuth 2.1 with OIDC login, one isolated DB per user, zero-JavaScript web UI
Local Lore
Offline memory layer for Claude Code that indexes local session history and enables fast hybrid search (keyword + semantic) via a secure, fully offline Docker runtime.
OpenContextScitool
LLM context handler over an Open Knowledge Format bundle BM25 search via MCP, usage telemetry, and a health dashboard. No embeddings, no API key.