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Repositories in this selection 18 · UTC 2026-11-03
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1—GGraphify-Labs / graphifyTurn 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.PythonApache-2.0 · PermissiveInsufficient rank history141,03413,479——2026-11-01
2—HHKUDS / LightRAGA project for building retrieval-augmented generation workflows.PythonMIT · PermissiveInsufficient rank history40,4875,752——2026-10-29
3—Mmicrosoft / graphragA modular graph-based Retrieval-Augmented Generation (RAG) systemPythonMIT · PermissiveInsufficient rank history36,5313,867——2026-11-02
4—Ttirth8205 / code-review-graphLocal-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.PythonMIT · PermissiveInsufficient rank history32,5622,964——2026-10-29
5—Vvesoft-inc / nebulaA distributed, fast open-source graph database featuring horizontal scalability and high availabilityC++Apache-2.0 · PermissiveInsufficient rank history12,4631,342——2026-09-08
6—Aadongwanai / AgentGuidehttps://adongwanai.github.io/AgentGuide | AI Agent Development Guide | LangGraph Practice | Advanced RAG | Career Change Large Model | Large Model Interview | Algorithm Engineer | Interview Question Bank | Reinforcement Learning | Data SynthesisMDXUnknown · Restricted / unknownInsufficient rank history11,5681,081——2026-10-31
7—FFalkorDB / FalkorDBAuthor description: 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).RustNOASSERTION · Restricted / unknownInsufficient rank history10,507602——2026-11-02
8—Ddeeplethe / utopiaAuthor description: World's first open-source enterprise world model.RustApache-2.0 · PermissiveInsufficient rank history8,6691,187——2026-11-02
9—Nneo4j-labs / llm-graph-builderNeo4j graph construction from unstructured data using LLMsJupyter NotebookApache-2.0 · PermissiveInsufficient rank history5,295885——2026-11-01
10—Mmemgraph / memgraphHigh-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.C++NOASSERTION · Restricted / unknownInsufficient rank history4,642296——2026-11-03
11—Ggusye1234 / nano-graphragA simple, easy-to-hack GraphRAG implementationPythonMIT · PermissiveInsufficient rank history4,004426——2026-01-27
12—Ppipeshub-ai / pipeshub-aiThe 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.PythonApache-2.0 · PermissiveInsufficient rank history3,904634——2026-11-03
13—Ppingcap / autoflowpingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.aiTypeScriptApache-2.0 · PermissiveInsufficient rank history2,978193——2026-10-23
14—Ttrustgraph-ai / trustgraphThe Governance Platform for Agents, Knowledge, and ContextPythonApache-2.0 · PermissiveInsufficient rank history2,869339——2026-10-28
15—ZZleap-AI / SAGA new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.PythonMIT · PermissiveInsufficient rank history2,647185——2026-11-01
16—Hheshengtao / comfyui_LLM_partyLLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAGPythonAGPL-3.0 · Share derivative sourceInsufficient rank history2,387210——2026-07-29
17—MMuvon / octocodeStructural 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.RustApache-2.0 · PermissiveInsufficient rank history51958——2026-11-03
18—HHiAi-gg / docsmintOpen-source knowledge base for people and AI agents. Rich-text editing, hybrid search, GraphRAG, and MCP. Self-host with Docker or use DocsMint Cloud.TypeScriptApache-2.0 · PermissiveInsufficient rank history1105——2026-11-02
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