https://github.com/memgraph/skills
Agent skills that should help you build awesome stuff with Memgraph
https://github.com/memgraph/skills
memgraph skills
Last synced: 2 months ago
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Agent skills that should help you build awesome stuff with Memgraph
- Host: GitHub
- URL: https://github.com/memgraph/skills
- Owner: memgraph
- Created: 2026-01-12T12:04:13.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2026-02-10T14:30:50.000Z (3 months ago)
- Last Synced: 2026-02-10T18:56:26.714Z (3 months ago)
- Topics: memgraph, skills
- Homepage:
- Size: 56.6 KB
- Stars: 3
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Memgraph Agent Skills
A collection of [Agent Skills](https://agentskills.io) for working with [Memgraph](https://memgraph.com) graph database.
## What are Agent Skills?
Agent Skills are portable instruction sets that enhance AI coding agents with specialized knowledge. They follow the [Agent Skills specification](https://agentskills.io/specification) and can be used with compatible AI tools like Claude Code, Cursor, and others.
## Available Skills
| Skill | Description |
|-------|-------------|
| [memgraph-python-query-modules](memgraph-python-query-modules/) | Develop custom query modules in Python for Memgraph using the mgp API |
| [memgraph-cpp-query-modules](memgraph-cpp-query-modules/) | Develop custom query modules in C++ for Memgraph using the mgp.hpp API |
| [memgraph-rust-query-modules](memgraph-rust-query-modules/) | Develop custom query modules in Rust for Memgraph using rsmgp-sys |
| [memgraph-graph-rag](memgraph-graph-rag/) | Language-agnostic blueprint for GraphRAG with Memgraph and agent tooling |
## Usage
### With Claude Code
Add skills to your project by cloning this repository or copying individual skill directories:
```bash
# Clone the entire skills repository
git clone https://github.com/memgraph/skills.git .skills
# Or copy a specific skill
cp -r skills/memgraph-python-query-modules .skills/
```
### Skill Structure
Each skill follows the Agent Skills specification:
```
skill-name/
├── SKILL.md # Main skill instructions (required)
└── references/ # Additional documentation (optional)
└── REFERENCE.md # Detailed API reference and examples
```
## Validation
Skills are validated against the [Agent Skills specification](https://agentskills.io/specification#validation) using [skills-ref](https://github.com/agentskills/agentskills/tree/main/skills-ref):
```bash
uv sync
uv run skills-ref validate
```
## Resources
- [Agent Skills Specification](https://agentskills.io/specification)
- [Memgraph Documentation](https://memgraph.com/docs)
- [Memgraph Python API](https://memgraph.com/docs/custom-query-modules/python/python-api)