
FalkorDB/FalkorDBA 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).
Rust · Python · Gherkin★ 5,6692026年8月28日

topoteretes/cogneeCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Python · TypeScript★ 29.8K2026年8月5日

HKUDS/LightRAG[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Python★ 38.8K2026年8月12日

siyuan-note/siyuanA privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.
TypeScript · Go★ 45.6K2026年8月5日

DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
C★ 38.7K↓ 49.6K/月2026年8月13日
C++ · Cypher★ 1,710↓ 362K/月2026年9月5日
clay-good/OpenLoreDeterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
TypeScript★ 207↓ 3,645/月2026年7月25日

tirth8205/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.
Python★ 28.5K2026年8月5日
PHP★ 627↓ 4,915/月2026年8月22日

joshuaswarren/remnicOpen-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
TypeScript★ 176↓ 203.7K/月2026年8月22日
raphaelmansuy/edgequakeEdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Rust · TypeScript★ 2,054↓ 40/月2026年7月26日

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。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Python · Vue★ 6,572↓ 47/月2026年8月28日

Egonex-AI/Understand-AnythingGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
TypeScript · JavaScript★ 77.5K2026年8月4日
Rust★ 29↓ 3,651/月2026年7月17日
origintrail/dkg-v9OriginTrail Decentralized Knowledge Graph (DKG) is a decentralized knowledge infrastructure for multi-agent AI memory — enabling agents to publish, verify, and query shared knowledge as cryptographically verifiable graph assets across a peer-to-peer network.
TypeScript★ 1702026年7月17日

thedotmack/claude-memPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
JavaScript · TypeScript★ 89.6K↓ 63.5K/月2026年8月4日

OriginTrail/dkgOriginTrail Decentralized Knowledge Graph (DKG) is a decentralized knowledge infrastructure for multi-agent AI memory — enabling agents to publish, verify, and query shared knowledge as cryptographically verifiable graph assets across a peer-to-peer network.
TypeScript★ 1462026年9月5日

benseverndev-oss/goldenmatchZero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.
Python · TypeScript★ 1312026年9月6日
agentic-research/macheIDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
C · Go★ 412026年7月19日
npm · crates.io · PyPI87优秀健康指数

cyberlife-coder/VelesDBThe explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.
Rust · Python★ 91↓ 4,233/月2026年9月5日
Python★ 2,300↓ 20.8K/月2026年7月15日

Graphify-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.
Python★ 102.5K2026年8月4日
Blackcat-Informatics/purrdfPurRDF — one RDF 1.2 engine, one behavior, every language: interned primitives, Turtle/TriG/N-Quads/RDF-XML/JSON-LD codecs, RDFC-1.0, SPARQL 1.1/1.2, SHACL Core, GTS graph transport, and Python/WebAssembly/C bindings.
Rust★ 15↓ 5,503/月2026年7月26日

MarcoPorcellato/logseq-matryca-parserStop feeding broken Markdown to your AI. A deterministic Logseq parser that preserves parent-child context for RAG, plus a 60FPS visualizer 👓 , plus writer ✍️ append only
Python★ 27↓ 2,336/月2026年8月8日

squid-protocol/gitgalaxyDeep repository intelligence for humans and ai. Air gapped, on premise, zero dependency SAST for 50 languages regardless of compilation status. Sarif and sbom outputs.
Python★ 502026年8月22日
yifanfeng97/Hyper-ExtractHypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Python★ 3,223↓ 2,255/月2026年8月1日

firelock-ai/kinThe system of record for AI-written software. A persistent graph of entities, relationships, changes, and provenance, so humans and AI agents see what a change touches before it merges. Beside Git today.
Rust★ 462026年8月22日
Jupyter Notebook · TypeScript · Python★ 5,2082026年9月6日

openbkn-ai/bkn-foundryBKN Foundry is the back-end foundation of OpenBKN. It transforms ontology-driven business semantics into runtime services: data, logic, actions, security governance, and observability.
Go · Python★ 1842026年8月13日

skynetcmd/m3-memoryLocal-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable
Python★ 19↓ 8,178/月2026年8月9日