graph database instructions

46 tagged graph database, measured the same way as everything else here.

Browse within: knowledge-graph 18agent-memory 6graph 6ai-memory 5code-graph 5falkordb 5

cognee AGENTS.md

01

topoteretes/cognee

Instructions file CodexOpenCode

Instructions for topoteretes/cognee, covering repository guidelines, project structure & module organization, build, test, and development commands, runtime flags worth knowing and multi-tenancy support by backend.

30k 2d ago A 1,909 tokens original Apache-2.0

cognee CLAUDE.md

02

topoteretes/cognee

Instructions file

Instructions for topoteretes/cognee, covering claude.md, project overview, development commands, setup and create virtual environment (recommended: uv).

30k 2d ago A 9,383 tokens original Apache-2.0

helix-db AGENTS.md

03

HelixDB/helix-db

Instructions file CodexOpenCode

Instructions for HelixDB/helix-db, covering approach, slice access, clippy and formatting and database key/value construction, parsing, and use.

5.9k 2d ago C 934 tokens original Apache-2.0

m_flow AGENTS.md

04

FlowElement-xinliuyuansu/m_flow

Instructions file CodexOpenCode

AGENTS.md instructions for FlowElement-xinliuyuansu/m_flow, covering m-flow — developer & agent reference, 1. repository map, extension points, 2. local development and python backend (requires python 3.10 – 3.13).

4.5k +1 29d ago A 1,075 tokens original Apache-2.0

hugegraph AGENTS.md

05

apache/hugegraph

Instructions file CodexOpenCode

Instructions for apache/hugegraph, covering agents.md, stack & modules, code search anchors, build and all modules.

3.2k 2d ago A 1,126 tokens original Apache-2.0

tinkerpop AGENTS.md

06

apache/tinkerpop

Instructions file CodexOpenCode

Instructions for apache/tinkerpop, covering agents.md, primary guidance: agent skills, planning and memory: beads, canonical documentation and licensing and provenance.

2.1k 3d ago A 1,548 tokens original Apache-2.0

omnigraph AGENTS.md

07

ModernRelay/omnigraph

Instructions file CodexOpenCode

Instructions for ModernRelay/omnigraph, covering omnigraph agent guide, required reading, repository snapshot, documentation map and engineering rules.

1.1k yesterday A 1,609 tokens original MIT

omnigraph CLAUDE.md

08

ModernRelay/omnigraph

Instructions file

Instructions for ModernRelay/omnigraph, a project described as: Lakehouse native graph engine with git-style workflows.

1.1k yesterday A 3 tokens copy · 100% MIT

pgGraph AGENTS.md

09

Evokoa/pgGraph

Instructions file CodexOpenCode

AGENTS.md instructions for Evokoa/pgGraph, covering package manager safety wrapper and pggraph source-of-truth principle.

1.0k 10d ago A 474 tokens

automem AGENTS.md

10

verygoodplugins/automem

Instructions file CodexOpenCode

Instructions for verygoodplugins/automem, covering repository guidelines, project structure & modules, build, test, and development, coding style & naming and testing guidelines.

803 3d ago A 1,708 tokens original MIT

automem CLAUDE.md

11

verygoodplugins/automem

Instructions file

Instructions for verygoodplugins/automem, covering claude.md, project overview, development commands, setup environment and development.

803 3d ago A 4,543 tokens original MIT

cyanheads/atlas-mcp-server

Instructions file

Instructions for cyanheads/atlas-mcp-server, covering claude.md, essential development commands, build and development, database operations and running the server.

477 1y ago A 843 tokens original Apache-2.0

FalkorDB/code-graph

Instructions file CodexOpenCode

Instructions for FalkorDB/code-graph, covering codegraph - agent instructions, architecture, data flow, directory structure and commands.

347 7d ago A 1,894 tokens original MIT

FalkorDB/code-graph

Instructions file

Instructions for FalkorDB/code-graph, a project described as: A code-graph demo using GraphRAG-SDK and FalkorDB.

347 7d ago A 3 tokens copy · 100% MIT

LeanKG AGENTS.md

15

FreePeak/LeanKG

Instructions file CodexOpenCode

Instructions for FreePeak/LeanKG, covering leankg — agent context, build & test, cli quick reference, mandatory: docker mcp project paths and tool discovery prefer-order.

215 8d ago A 1,827 tokens original Apache-2.0

LeanKG CLAUDE.md

16

FreePeak/LeanKG

Instructions file

Instructions for FreePeak/LeanKG, covering leankg - ai agent context, project overview, quick start, index a codebase and calculate impact radius.

215 8d ago A 2,392 tokens original Apache-2.0

LeanKG GEMINI.md

17

FreePeak/LeanKG

Instructions file Gemini CLI

Instructions for FreePeak/LeanKG, covering leankg - ai agent context, project overview, quick start, index a codebase and calculate impact radius.

215 8d ago A 1,138 tokens original Apache-2.0

samyama-ai/samyama-graph

Instructions file

Instructions for samyama-ai/samyama-graph, covering claude.md, project overview, build & development commands, build and run tests (1814 unit tests).

171 2d ago A 2,631 tokens original Apache-2.0

aaronsb/knowledge-graph-system

Instructions file

Instructions for aaronsb/knowledge-graph-system, covering knowledge graph system - claude development guide, project overview, quick start, platform lifecycle and updates (pull images, no restart).

124 2mo ago D 2,036 tokens original Apache-2.0

verygoodplugins/mcp-automem

Instructions file CodexOpenCode

Instructions for verygoodplugins/mcp-automem, covering agents.md, project overview, build & development, build typescript to dist/ and development with hot-reload.

64 6d ago B 8,172 tokens original MIT

verygoodplugins/mcp-automem

Instructions file

Instructions for verygoodplugins/mcp-automem, a project described as: MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.

64 6d ago A 5 tokens copy · 100% MIT

kin AGENTS.md

22

firelock-ai/kin

Instructions file CodexOpenCode

Instructions for firelock-ai/kin, covering agents.md and this repo's role.

47 yesterday A 261 tokens original Apache-2.0

kin GEMINI.md

23

firelock-ai/kin

Instructions file Gemini CLI

Instructions for firelock-ai/kin, covering kin: read the repository from the graph, pick the tool by what you know, trust the envelope, not the emptiness, if the tools have no graph and a working order.

47 yesterday A 695 tokens original Apache-2.0

dedalo AGENTS.md

24

renderpci/dedalo

Instructions file CodexOpenCode

AGENTS.md instructions for renderpci/dedalo, covering 🎯 project premise — the master criterion, interactions, ⚠️ the verification story (read this first — post-oracle), hard rules and commands.

45 3d ago A 4,671 tokens AGPL-3.0