GitHub repo leaderboard by stars, growth rate and activity.

• Graphify-Labs

  #1Graphify-Labs/graphify

  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 CLI: local deterministic AST parsing, every edge explained, no vector store.

  Python116,432 starslast pushed Yesterday
• HKUDS

  #2HKUDS/LightRAG

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

  Python39,526 starslast pushed Yesterday
• microsoft

  #3microsoft/graphrag

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

  Python35,919 starslast pushed 2 days ago
• tirth8205

  #4tirth8205/code-review-graph

  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 context reductions on reviews and large-repo workflows.

  Python31,293 starslast pushed 2 weeks ago
• adongwanai

  #5adongwanai/AgentGuide

  https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成

  MDX9,383 starslast pushed 3 days ago
• deeplethe

  #6deeplethe/utopia

  World's first open-source enterprise world model.

  Rust6,378 starslast pushed 22 hours ago
• neo4j-labs

  #7neo4j-labs/llm-graph-builder

  Neo4j graph construction from unstructured data using LLMs

  Jupyter Notebook5,223 starslast pushed 3 days ago
• memgraph

  #8memgraph/memgraph

  High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

  C++4,497 starslast pushed 23 hours ago
• gusye1234

  #9gusye1234/nano-graphrag

  A simple, easy-to-hack GraphRAG implementation

  Python3,986 starslast pushed 8 months ago
• pingcap

  #10pingcap/autoflow

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

  TypeScript2,969 starslast pushed 5 months ago

#	Repo	Language	Stars	30-day trend	Last updated
1	Graphify-Labs Graphify-Labs/graphify 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 CLI: local deterministic AST parsing, every edge explained, no vector store.	Python	116,432		last pushed Yesterday
2	HKUDS HKUDS/LightRAG [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation	Python	39,526		last pushed Yesterday
3	microsoft microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	Python	35,919		last pushed 2 days ago
4	tirth8205 tirth8205/code-review-graph 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 context reductions on reviews and large-repo workflows.	Python	31,293		last pushed 2 weeks ago
5	adongwanai adongwanai/AgentGuide https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成	MDX	9,383		last pushed 3 days ago
6	deeplethe deeplethe/utopia World's first open-source enterprise world model.	Rust	6,378		last pushed 22 hours ago
7	neo4j-labs neo4j-labs/llm-graph-builder Neo4j graph construction from unstructured data using LLMs	Jupyter Notebook	5,223		last pushed 3 days ago
8	memgraph memgraph/memgraph High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.	C++	4,497		last pushed 23 hours ago
9	gusye1234 gusye1234/nano-graphrag A simple, easy-to-hack GraphRAG implementation	Python	3,986		last pushed 8 months ago
10	pingcap pingcap/autoflow pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai	TypeScript	2,969		last pushed 5 months ago

All · 11,474