Memgraph publishes official AI agent skills for its tools, services, and developer workflows.
Browse 21 official AI agent skills across 5 Memgraph repositories, with install commands and source links.
Install
Install a full repository package, then let your agent activate the right skill for the task.
Fetch this Markdown manifest as plain text: https://skillscout.sh/official/memgraph/memgraph_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant Memgraph skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.
Skills packages
Includes 12 official skills: memgraph-graph-rag, memgraph-python-query-modules, memgraph-cypher-syntax, memgraph-brand-ui, memgraph-indexes-and-constraints, memgraph-lab-write-gss.
npx skills add memgraph/skills -y
Includes 1 official skill: add-best-practice.
npx skills add memgraph/best-practices -y
Includes 4 official skills: check-release-milestone, new-release-branch, pre-release, write-changelog-item.
npx skills add memgraph/documentation -y
Includes 3 official skills: agent-context-graph, agent-context-graph, release.
npx skills add memgraph/ai-toolkit -y
Includes 1 official skill: memgraph-storage-reviewer.
npx skills add memgraph/memgraph -y
Individual skills
21 skills
Repository documentation
Includes 12 official skills: memgraph-graph-rag, memgraph-python-query-modules, memgraph-cypher-syntax, memgraph-brand-ui, memgraph-indexes-and-constraints, memgraph-lab-write-gss.
Install the full package:
npx skills add memgraph/skills -yInstall a specific skill:
npx skills add memgraph/skills@memgraph-graph-rag -yUse the package when you want your agent to choose the relevant skill from this official Memgraph repository.
View memgraph/skills on GitHub