Repository
memgraph/ai-toolkit agent skills
- skills
- 2
- GitHub stars
- 114
GitHub description: “Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations. ”
- Stars
- 114 (14 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Apr 2025
Install all skills
npx skills add memgraph/ai-toolkitAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in memgraph/ai-toolkit, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Set up and check Codex context capture into Memgraph. An agent skill from memgraph/ai-toolkit. | memgraph/ | 114 | — | ~683 | Automated safety check: Pass | MIT | today |
| 2 | 2.Release Used to release all toolbox, integrations, agents. An agent skill from memgraph/ai-toolkit. | memgraph/ | 114 | — | ~1.2k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best skill in memgraph/ai-toolkit?
Agent Context Graph from memgraph/ai-toolkit ranks first of the 2 skills in memgraph/ai-toolkit listed here, with the highest score: its repository has 114 GitHub stars, its SKILL.md loads about 683 tokens and it passes the automated safety check with no findings. Next come Release.
Are the skills in memgraph/ai-toolkit official?
None yet. All 2 skills in memgraph/ai-toolkit listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from memgraph/ai-toolkit?
Run npx skills add memgraph/ai-toolkit in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.