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#graphrag (29 Repositories)

Ranked open-source repositories tagged with #graphrag, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

46.6%

Avg Review Latency

14.4h

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29 repositories tagged #graphrag

S TierPython 3.8k 11 GFIs

pipeshub-ai/pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

72.7%
Merge Rate
-
First Review
76%
1st-Timers
38
Maintainers
A TierPython 439 3 GFIs

awslabs/graphrag-toolkit

Python toolkit for building graph-enhanced GenAI applications

65.5%
Merge Rate
2h
First Review
20%
1st-Timers
9
Maintainers
A TierGo 1.9k 2 GFIs

zzet/gortex

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

89.8%
Merge Rate
-
First Review
93%
1st-Timers
14
Maintainers
A TierC++ 168

alibaba/neug

The one data index for your agentic applications

74.9%
Merge Rate
2d
First Review
82%
1st-Timers
12
Maintainers
A TierC++ 4.6k

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++.

61.7%
Merge Rate
-
First Review
69%
1st-Timers
21
Maintainers
A TierRust 2.2k

raphaelmansuy/edgequake

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

73.8%
Merge Rate
-
First Review
60%
1st-Timers
3
Maintainers
A TierPython 40.0k

HKUDS/LightRAG

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

74.8%
Merge Rate
-
First Review
52%
1st-Timers
40
Maintainers
A TierPython 1.3k

neo4j/neo4j-graphrag-python

Neo4j GraphRAG for Python

55.9%
Merge Rate
-
First Review
57%
1st-Timers
17
Maintainers
A TierRust 9.4k

FalkorDB/FalkorDB

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

41.1%
Merge Rate
-
First Review
21%
1st-Timers
32
Maintainers
A TierRust 499

Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

90.0%
Merge Rate
3d
First Review
100%
1st-Timers
3
Maintainers
A TierPython 1.0k

FalkorDB/GraphRAG-SDK

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

50.0%
Merge Rate
<1h
First Review
50%
1st-Timers
7
Maintainers
B TierPython 144

apache/hugegraph-ai

The integration of HugeGraph with AI/LLM & GraphRAG

75.0%
Merge Rate
1h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 2.6k

Zleap-AI/SAG

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

74.7%
Merge Rate
-
First Review
60%
1st-Timers
1
Maintainers
B TierPython 149

Francis1998/scholar-rag-agent

Local-first scientific-literature RAG with a script-free saved-run browser, frozen evidence, and reproducible offline research workflows.

37.5%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 32.0k

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.

43.9%
Merge Rate
2d
First Review
45%
1st-Timers
40
Maintainers
B TierPython 123.6k 21 GFIs

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.

7.8%
Merge Rate
8h
First Review
9%
1st-Timers
172
Maintainers
B TierPython 389

DemonDamon/AgenticX

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

91.7%
Merge Rate
-
First Review
50%
1st-Timers
0
Maintainers
B TierPython 432

RMA-MUN/RAGNotebook

基于LangChain、FastAPI和React的RAG项目,主分支为基于RAG的智能笔记助手,base-rag分支为开箱即用的基础RAG项目供学习使用

80.0%
Merge Rate
2d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 36.3k

microsoft/graphrag

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

32.5%
Merge Rate
3d
First Review
43%
1st-Timers
10
Maintainers
B TierRust 117

namidb/namidb

Graph database native to the cloud. Embedded, multi-tenant, built on object storage.

82.9%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierJava 1.4k

moyangzhan/langchain4j-aideepin

基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

75.0%
Merge Rate
5d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 180

stevereiner/flexible-graphrag

Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 4.0k

gusye1234/nano-graphrag

A simple, easy-to-hack GraphRAG implementation

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 488

skygazer42/MimirQ

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。

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 498

GraphRAG-Bench/GraphRAG-Benchmark

The official repo of GraphRAG-Bench for evaluating GraphRAG models. "When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation". (ICLR'26)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 393

skygazer42/GustoBot

五星大厨:全面Multi-Agent 的客服机器人,基于langraph实现,txt2sql ,txt2cypher, lightrag, 多模态 等

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 3.0k

pingcap/autoflow

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 112

OpenDCAI/DataMind

All-in-one intelligent assistant powered by LlamaIndex — RAG, GraphRAG, NL2SQL, Skills & Memory with multimodal support.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 893

Jakedismo/codegraph-rust

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Graphrag Open Source Repositories & C-Rank™ | GetMerged