Top Knowledge Graph repositories

Repositories with the GitHub topic “knowledge-graph”: 23 repositories with 724k stars between them, mostly written in Python, Rust and TypeScript. The highest-rated is Graphify-Labs/graphify, #15 on the bestofgithub Elo ladder.

Biggest movers this week

Zleap-AI/SAG-Wiki

Open on GitHubRust

A lightweight knowledge base for people and agents, with ultra fast indexing and most precise retrieval.

  • 871+10 Elo, change today
  • 1.2k stars
  • 142 forks
git
git clone https://github.com/Zleap-AI/SAG-Wiki.git
  • knowledge-base
  • knowledge-graph
  • rag
  • rust

xiaoyang111222/cn-math-taxonomy

Open on GitHubPython
  • Diamond III
  • New & Rising · Nov 2026
  • New & Rising · Oct 2026

数学(小学到高中)、英语(三年级到高中)、初中物理的知识图谱:1644 个知识点、2403 条先修边、6723 道题,对齐课标,附自适应前置诊断。

  • 2,032+4 Elo, change today
  • 8.1k stars
  • 2.1k forks
  • 39 watchers
git
git clone https://github.com/xiaoyang111222/cn-math-taxonomy.git
  • chinese
  • curriculum
  • diagnostic
  • edtech

trailhq/Trail-Code

Open on GitHubTypeScript

One shared memory for every coding agent on your team. Claude Code, Cursor and Codex get a map of your code and your team's past decisions, so they pick up where you left off.

  • 1,776+15 Elo, change today
  • 11.2k stars
  • 1k forks
  • 33 watchers
npm
npm install -g @nanonets/graft
  • ai-agents
  • anthropic
  • claude-code
  • cli

AgriciDaniel/claude-obsidian

Open on GitHubPython

Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.

  • 1,866+1 Elo, change today
  • 16.5k stars
  • 1.6k forks
  • 62 watchers
git
git clone https://github.com/AgriciDaniel/claude-obsidian.git
  • agent-skills
  • ai-note-taking
  • ai-second-brain
  • claude-code

cocoindex-io/cocoindex

Open on GitHubRust

Incremental engine for long horizon agents 🌟 Star if you like it!

  • 1,618−1 Elo, change today
  • 11.8k stars
  • 931 forks
git
git clone https://github.com/cocoindex-io/cocoindex.git
  • agentic-data-framework
  • ai
  • ai-agents
  • change-data-capture

Graphify-Labs/graphify

Open on GitHubPython

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.

  • 2,498+4 Elo, change today
  • +648 stars gained
  • 148k stars
  • 14.2k forks
  • 425 watchers
pip
pipx install graphifyy
  • ai-agents
  • antigravity
  • ast
  • claude-code

Top 23 on the Elo ladder

  1. #15
    Graphify-Labs/graphify

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill…

    2,498 Elo +28148kPython
  2. #104
    Egonex-AI/Understand-Anything

    Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and…

    2,235 Elo −1592.7kTypeScript
  3. #105
    666ghj/MiroFish

    A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物

    2,230 Elo −3585.6kPython
  4. #354
    DeusData/codebase-memory-mcp

    Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with…

    2,037 Elo −2048.6kC
  5. #361
    xiaoyang111222/cn-math-taxonomy

    数学(小学到高中)、英语(三年级到高中)、初中物理的知识图谱:1644 个知识点、2403 条先修边、6723 道题,对齐课标,附自适应前置诊断。

    2,032 Elo +1178.1kPython
  6. #640
    topoteretes/cognee

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small…

    1,930 Elo +1033.3kPython
  7. #748
    HKUDS/LightRAG

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

    1,906 Elo −3740.7kPython
  8. #765
    TriliumNext/Trilium

    Build your personal knowledge base with Trilium Notes

    1,902 Elo +2538.9kTypeScript
  9. #883
    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…

    1,878 Elo −532.7kPython
  10. #946
    AgriciDaniel/claude-obsidian

    Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into…

    1,866 Elo +6416.5kPython
  11. #988
    logseq/logseq

    A privacy-first, open-source platform for knowledge management and collaboration. Download link…

    1,858 Elo −1045.6kClojure
  12. #1,292
    semantica-agi/semantica

    Graph-Native Infrastructure for Context and Accountable AI Systems

    1,814 Elo +6814.6kPython
  13. #1,575
    trailhq/Trail-Code

    One shared memory for every coding agent on your team. Claude Code, Cursor and Codex get a map of your code and your…

    1,776 Elo +8611.2kTypeScript
  14. #2,817
    memvid/memvid

    Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents…

    1,651 Elo 17.4kRust
  15. #3,279
    xerrors/Yuxi

    可私有部署的多租户知识智能体平台:统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent…

    1,618 Elo +417.6kPython
  16. #3,290
    cocoindex-io/cocoindex

    Incremental engine for long horizon agents 🌟 Star if you like it!

    1,618 Elo +5111.8kRust
  17. #4,360
    dgraph-io/dgraph

    high-performance graph database for real-time use cases

    1,553 Elo +2121.8kGo
  18. #4,522
    deeplethe/utopia

    World's first open-source enterprise world model.

    1,544 Elo +138.7kRust
  19. #5,935
    OpenSPG/KAG

    KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build…

    1,476 Elo +259.1kPython
  20. #6,763
    FalkorDB/FalkorDB

    A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our…

    1,442 Elo +1910.5kRust
  21. #7,006
    vesoft-inc/nebula

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

    1,433 Elo −312.4kC++
  22. #9,902
    athensresearch/athens

    Athens is no longer maintainted. Athens was an open-source, collaborative knowledge graph, backed by YC W21

    1,238 Elo −126.2kClojure
  23. #10,065
    Zleap-AI/SAG-Wiki

    A lightweight knowledge base for people and agents, with ultra fast indexing and most precise retrieval.

    871 Elo +1891.2kRust