graph database skills

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

Browse within: code-intelligence-mcp 58dead-code-detection 58graph-visualization 58graphs 39static-analysis 39vscode-extension 39ai-memory 17knowledge-graph 17digital-humanities 16heritage 16nosql-database 16oral-histories 16thesaurus 16cognitive-architecture 10

cognee-cli

01

topoteretes/cognee

Skill Claude CodeCodex

Use when the user wants to drive cognee from the terminal with cognee-cli — remember/recall/forget/improve memory commands, managing datasets and config, or database migrations.

30k 2d ago A 42 tokens original Apache-2.0

cognee-community

02

topoteretes/cognee

Skill Claude CodeCodex

Use when the user needs something that ships outside cognee core — community database adapters (Qdrant, Milvus, Weaviate, Redis, Pinecone, FalkorDB, Memgraph, DuckDB, NetworkX, …), data-source connectors (Slack, Gmail, Notion, Confluence, Google Drive), custom tasks/pipelines/retrievers (Exa, ScrapeGraph, codify)…

30k 2d ago A 106 tokens original Apache-2.0

cognee-permissions

03

topoteretes/cognee

Skill Claude CodeCodex

Use when working with cognee's permission system — understanding or changing how users, roles, and tenants get access to datasets, how ACL grants work, where permissions are enforced in add/cognify/search/delete, and how the grant records surface in the memory-provenance view.

30k 2d ago A 62 tokens original Apache-2.0

memgraph/memgraph

Skill Claude CodeCodex

Review code changes in Memgraph's storage layer, including MVCC, concurrency patterns, WAL, recovery, DDL operations, index/constraint management, delta chains, and skip list operations. Invoke for pull requests or changes to src/storage/v2/.

4.4k 2d ago A 56 tokens

tinker-dev

05

apache/tinkerpop

Skill Claude CodeCodex

Development guidance for the Apache TinkerPop monorepo. Use when building, testing, or contributing to TinkerPop's graph computing framework and its multi-language Gremlin ecosystem (Java, Python, JavaScript, .NET, Go). Covers coding conventions, build recipes, test evaluation, documentation, development environment…

2.1k 3d ago A 75 tokens original Apache-2.0

tinker-doc

06

apache/tinkerpop

Skill Claude CodeCodex

Writing, editing and reviewing documentation for the Apache TinkerPop project. Use when authoring or revising any content under docs/src/ — reference docs, recipes, tutorials, upgrade/release notes, provider and developer guides — or the CHANGELOG. Covers the TinkerPop documentation voice and the per-book style…

2.1k 3d ago A 96 tokens original Apache-2.0

tinker-review

07

apache/tinkerpop

Skill Claude CodeCodex

Graph-based PR review for Apache TinkerPop. Builds a knowledge graph from PR source code, enriches it with semantic relationships guided by domain playbooks, runs structural analysis, and produces an HTML evidence package. Use when asked to review a TinkerPop PR by number.

2.1k 3d ago C 59 tokens original Apache-2.0

omnigraph

08

ModernRelay/omnigraph

Skill Claude CodeCodex

Store, retrieve, and query knowledge, memory, and relationships in an Omnigraph graph, and operate a local or remote Omnigraph deployment. Use when the user wants to capture or recall facts, notes, or entities, build or query a knowledge graph or agent memory, or run Omnigraph — and whenever you see Omnigraph CLI…

1.1k yesterday A 236 tokens original MIT

code-graph

09

FalkorDB/code-graph

Skill Claude CodeCodex

This skill should be used when understanding code structure, finding dependencies between functions/classes, tracing call graphs, or exploring code relationships. Trigger phrases include 'code graph', 'call graph', 'who calls', 'what calls', 'find dependencies', 'code structure', 'inheritance', 'find paths'.

347 7d ago A 64 tokens original MIT

usage

10

FreePeak/LeanKG

Skill Claude CodeCodex

Query LeanKG knowledge graph for code understanding. Use when exploring a codebase, finding functions, tracing dependencies, or calculating impact radius.

215 8d ago A 27 tokens original Apache-2.0

using-leankg

11

FreePeak/LeanKG

Skill Claude CodeCodex

Code search via LeanKG MCP when HTTP :9699 is healthy; otherwise skip LeanKG and use default Grep/Glob/Read. Invoke before code navigation when LeanKG may apply.

215 8d ago A 43 tokens original Apache-2.0

memory-management

12

verygoodplugins/mcp-automem

Skill Claude CodeCodex

Persistent memory management for Claude Code via AutoMem. Use this skill when: Starting a session (recall project context, decisions, patterns) Making architectural decisions or library choices Fixing bugs (store root cause and solution) Learning user preferences or code style Debugging issues (search for similar past…

64 6d ago A 70 tokens original MIT

automem

13

verygoodplugins/mcp-automem

Skill Claude CodeCodex

Persistent AutoMem memory via the legacy curl-based AutoMem skill.

64 6d ago A 16 tokens original MIT

automem

14

verygoodplugins/mcp-automem

Skill Claude CodeCodex

Persistent AutoMem memory via mcporter-exposed AutoMem tools.

64 6d ago A 16 tokens original MIT

blast-radius-review

15

firelock-ai/kin

Skill Claude CodeCodex

Review a change by its blast radius, using Kin's graph to find what downstream code the change can reach. Use when reviewing a diff or pull request, deciding whether an edit is safe, or answering "what else breaks if I change this" in a repository admitted to Kin.

47 yesterday A 60 tokens original Apache-2.0

kin-retrieval

16

firelock-ai/kin

Skill Claude CodeCodex

Read a codebase through Kin's semantic graph instead of grep and whole-file reads. Use when finding where something lives, what a symbol does, who calls it, or which code implements a described behavior, and when a repo has been admitted to Kin (a .kin/ directory exists).

47 yesterday A 63 tokens original Apache-2.0

kin-setup

17

firelock-ai/kin

Skill Claude CodeCodex

Connect the bundled Kin MCP server and get a repository answering graph-backed questions. Use on first run of the Kin plugin, when Kin's tools return no graph, when a repository has no .kin/ directory yet, or when semanticlocate reports missing embedding coverage.

47 yesterday C 57 tokens original Apache-2.0

dedalo-observers-ts

18

renderpci/dedalo

Skill Claude CodeCodex

The Dédalo v7 TypeScript/Bun server-side observer / setdatoexternal propagation subsystem (REBUILT 2026-08-02 — reverse, observer-declared discovery through an ontology-wide subscription registry). Use when editing src/core/section/record/{observers,observersubscriptions,observerreconcile}.ts…

45 3d ago A 0 tokens AGPL-3.0

dedalo-relations-ts

19

renderpci/dedalo

Skill Claude CodeCodex

The Dédalo v7 TypeScript/Bun rewrite of the RELATION component family — the strangler-fig subsystem in src/core/relations/ (registry dispatch, relationcore shared engine, per-model resolvers, implicit/explicit requestconfig builders, inverse/children/related/index engines, save hooks) INCLUDING the full…

45 3d ago A 0 tokens AGPL-3.0

dedalo-ts-testing

20

renderpci/dedalo

Skill Claude CodeCodex

How to test the Dédalo v7 TypeScript/Bun rewrite oracle-honestly — the two tiers (test/unit/ pure+DB, test/parity/ differential replaying the FROZEN 2026-07-11 fixture store — the live PHP oracle is decommissioned), the generic-test-TLD law (a test BUILDS its situation, never reads a specific install's…

45 3d ago A 0 tokens AGPL-3.0

Disentinel/grafema

Skill Claude CodeCodex

Systematic methodology for achieving 100% backward dataflow reachability in a new language. Create gauntlet fixture, write trace, diagnose gaps, fix analyzer/algorithm, iterate to 100%. Language-agnostic process. Use when: (1) adding a new language to Grafema, (2) auditing dataflow coverage for existing language, (3)…

36 8d ago A 93 tokens

gap-loop

22

Disentinel/grafema

Skill Claude CodeCodex

Cyclical dogfooding loop: test AI-AGENT-STORIES.md against the live graph, discover new stories, analyze gaps, fix root causes, re-test, write report. Use when: (1) user says "/gap-loop", (2) periodic dogfooding session, (3) after a release or major feature to re-validate stories, (4) before sprint planning to…

36 8d ago A 88 tokens

Disentinel/grafema

Skill Claude CodeCodex

Design guide + benchmarked pitfalls for building Monte-Carlo / Simulated Annealing refinement layers on top of greedy hex-grid layouts for code visualization (packages/gui/src/store/hexLayout.ts, sandbox/hex-sandbox, future Rust ports). Use when: (1) planning to add MC/SA on top of an existing hex-grid pack, (2)…

36 8d ago A 183 tokens

REASY/k8s-ariadne-rs

Skill Claude CodeCodex

Use for Ariadne MCP-backed Kubernetes state questions: translate operational questions into Cypher, repair graphquery failures, and decide when graphschema or graphhealth is needed. Best for live or snapshot-backed graph data about resource relationships; do not use for codebase-only tasks or generic Kubernetes…

22 1mo ago A 65 tokens original MIT