Open source graphrag projects

Every project in the registry tagged graphrag, ranked by real GitHub adoption.

projects 16 combined stars ★ 303K refresh nightly
01 graphify ★ 141K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini

last push8 hours ago languagePython licenseApache-2.0
02 LightRAG ★ 40K

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

last push4 days ago languagePython licenseMIT
03 graphrag ★ 37K

A modular graph-based Retrieval-Augmented Generation (RAG) system

last push20 hours ago languagePython licenseMIT
04 code-review-graph ★ 33K

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked contex

last push5 days ago languagePython licenseMIT
05 nebula ★ 12K

A distributed, fast open-source graph database featuring horizontal scalability and high availability

last push2 months ago languageC++ licenseApache-2.0
06 FalkorDB ★ 11K

Graph database built for GraphRAG and multi-tenant AI apps

last push11 hours ago languageRust license—
07 utopia ★ 8.7K

World's first open-source enterprise world model.

last push27 hours ago languageRust licenseApache-2.0
08 Memgraph ★ 4.6K

High-performance graph computing for scalable data analysis

last push10 hours ago languageC++ license—
09 Pipeshub ★ 3.9K

Enterprise workplace AI with data you own and control

last push8 hours ago languagePython licenseApache-2.0
10 autoflow ★ 3.0K

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

last push11 days ago languageTypeScript licenseApache-2.0
11 trustgraph ★ 2.9K

The context orchestration layer powered by hypergraphs. Build a unified semantic context layer where agentic outcomes are deterministic and agent behavior is no

last push5 days ago languagePython licenseApache-2.0
12 SAG ★ 2.6K

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

last push37 hours ago languagePython licenseMIT
13 agensgraph ★ 1.5K

AgensGraph, a high performance transactional graph database based on PostgreSQL

last push5 days ago languageC licenseApache-2.0
14 GraphRAG-SDK ★ 1.0K

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

last push12 hours ago languagePython licenseApache-2.0
15 Athena-Public ★ 620

Athena is a local-first agentic PKM that helps you make better decisions with your own context — persistent memory, structured reasoning, and governed AI agents

last push11 hours ago languagePython licenseMIT
16 MimirQ ★ 584

中文优先的企业 RAG 知识库:可控解析、治理、切块、混合检索、重排、引用、图谱、评测与 Dify 接入。

last push8 hours ago languagePython licenseApache-2.0

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Frequently asked questions

How many open source graphrag projects are there?

This registry tracks 16 projects tagged graphrag, with 303,068 GitHub stars between them. The most-adopted is graphify at 141,064 stars.

Are these graphrag projects free to use?

Yes — 14 of the 16 carry an explicit open-source licence across 2 distinct licences, so there is no licence fee. Where a project also sells a hosted or enterprise version, the self-hosted path remains free.

Which graphrag project should I choose?

The list above is ranked by GitHub stars, but stars measure attention rather than fit. Check three things on each card: the licence (permissive versus copyleft), the language it is written in, and the last-push date — a high-star project that has not been pushed in a year is a liability.

Are these graphrag projects still maintained?

16 of the 16 were pushed in the last 90 days, and every card shows its exact last-push date so you can see the rest. Sort your shortlist by that date before committing to a migration.