Fts5 Python Packages

plugadvpl

Plugin Claude Code + CLI Python que indexa fontes ADVPL/TLPP do Protheus em SQLite + FTS5. Claude consulta metadados sem queimar tokens lendo .prw inteiro.

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

aelfrice

Bayesian memory that learns from feedback for LLM agents

toolrecall

High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.

openalex-local

Local OpenAlex database with 284M+ works, abstracts, and semantic search

markdown-vault-mcp

Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing

contextlite

Database Freedom Platform - Mathematical search optimization for whatever database you already have. 27,000x faster than vector databases with SMT-powered search across 8+ database types. One-time 9-2999 vs 00-500/month recurring.

apple-mail-mcp

Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.

mneme-core

Local-first, audit-safe memory for Claude Code and MCP clients.

llm-kosh

Local-first memory cartridge for Claude, Cursor, and MCP-compatible AI agents.

mneme-cc-plugin

Local-first, audit-safe memory for Claude Code and MCP clients.

crossref-local

Local CrossRef database with 167M+ works and full-text search

memctl

A Unix-native memory control plane for LLM orchestration. Zero dependencies, FTS5 search, policy-governed, forward-compatible with RAGIX.

ai-iq

Self-hosted AI agent memory in one pip install. Graph memory, conflict detection, semantic search — free, no servers required. Mem0 and Zep alternative.

baissarienterprises-llm-wiki

A production-grade knowledge base operating system — AI agents compile raw sources into persistent, cross-linked Markdown wikis with concurrency control, multi-provider LLM integration, FTS5 search, and community detection. One repo. Any agent. Any machine.

mimir-langgraph

Mimir persistent memory backend for LangGraph agents

mimir-crewai

Mimir persistent memory tool for CrewAI agents

quilmem

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

housaku

Housaku is a personal search engine built on top of SQLite's FTS5 that lets you search your documents and favorite feeds in one place.

memex-hermes

Local-first MCP memory server. Indexes Claude Code/Cowork/Telegram chats; any MCP-compatible AI agent (Cursor, Cline, Continue) can search them.

codebase-index

Local-first codebase indexing for Claude Code, Codex CLI, OpenCode & AI coding agents — hybrid FTS5 + Tree-sitter + graph search, fully offline.

jxa-mail-mcp

Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.

engram-agent-memory

Persistent, crash-proof memory for AI agents — markdown is the source of truth, SQLite gives millisecond search, a JSON manifest survives DB loss. Line-pointed recall, natural-language smart_recall, and [[wiki-link]] MOC relations. Pure stdlib, no services.

agent-memfas

Memory Fast and Slow for AI Agents