Lightrag Python Packages

asset-aware-mcp

Agent document collaboration: versioned PDF pages/annotations/forms, raster frames, DOCX/PPTX, spreadsheets and CSV/TSV, with checked edits, source provenance, CSL citations and wikilink evidence libraries

transcendence-memory-server

Self-hosted multimodal RAG cloud memory service — a shared brain for your AI agents. Multi-agent cross-query, LanceDB + LightRAG + RAG-Anything.

open-parlamento-mcp

MCP server: diritto italiano + UE, giurisprudenza (Corte Cost./Cassazione/TAR-CdS), relazioni di modifica Normattiva, dati pubblici multi-portale (CKAN), statistiche Eurostat, Parlamento curato (OpenPolis), PNRR, accoglienza migranti — 24 tool

meshrag

Multi-Knowledge-Base Graph RAG engine, based on LightRAG. 多知识库联邦图 RAG 引擎

lightrag-api

Simple LightRAG API client for Python.

nodecanon

Entity resolution for LLM knowledge graphs. Merges duplicate nodes created by chunked extraction; "IBM", "I.B.M.", "International Business Machines" → one canonical node. No API key required.

local-rag-stack

100% local RAG for Obsidian, Zotero, and Claude Code — LightRAG + Ollama + MCP

transcendence-memory-cli

Self-hosted multimodal RAG cloud memory service — a shared brain for your AI agents. Multi-agent cross-query, LanceDB + LightRAG + RAG-Anything.