Search everything...

Stats

Actions

Available In

memgraph

Name: memgraph
Author: memgraph

By memgraph

Develop and manage Memgraph graph databases: write Cypher queries with Memgraph-specific extensions, build custom query modules in C++, Python, or Rust, design graph data models, configure triggers and storage, run graph algorithms, and build GraphRAG systems with hybrid retrieval.

npx claudepluginhub memgraph/skills

Popularity

Stars

Top 25%

Med: 0·Avg: 285

Installs

Med: 0·Avg: 1

What's Inside

Skills12

memgraph-brand-ui

/memgraph-brand-ui

Generate apps, demos, dashboards, diagrams, landing pages, and any visual output that looks like it belongs in the Memgraph product family. Use whenever producing UI, visual artifacts (Mermaid, SVGs, charts), Lab-style admin tools, internal dashboards, feature splash pages, or embeddable widgets for Memgraph engineers.

memgraph-cpp-query-modules

/memgraph-cpp-query-modules

Develop custom query modules in C++ for Memgraph graph database. Use when creating high-performance graph algorithms, procedures (ProcedureType::Read/Write), or functions using the mgp.hpp C++ API. Covers compilation, memory management, graph traversal, and module deployment.

memgraph-cypher-syntax

/memgraph-cypher-syntax

Write Cypher queries for Memgraph, including Memgraph-specific extensions like deep path traversals (BFS, DFS, WSP, ASP, KSP with filter/weight lambdas), text and vector search, parallel execution, and CALL subqueries. Use when the user asks to write, fix, or optimize a Cypher query for Memgraph, or asks about Cypher syntax differences between Memgraph and Neo4j.

memgraph-database-configuration

/memgraph-database-configuration

Configure Memgraph triggers, transactions, storage modes, data durability, and memory settings. Use when the user asks about triggers, transaction isolation levels, storage modes (transactional vs analytical), snapshots, WAL, memory limits, data types, or database runtime configuration.

memgraph-graph-rag

/memgraph-graph-rag

Language-agnostic blueprint for building GraphRAG systems with Memgraph and agent tooling. Covers end-to-end architecture, schema design, ingestion, hybrid retrieval, tool contracts, and evaluation. Use when designing GraphRAG platforms that must work across multiple programming languages.

Stats

Version1.0.0

Stars8

MaintenanceGood

Last CommitMay 25, 2026

AddedMay 26, 2026

Actions

View on GitHub View README Plugin Marketplace JSON

Own this plugin?

Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).

README

Memgraph Skills

A collection of Agent Skills for working with Memgraph graph database, covering Cypher, data modeling, indexes, algorithms, query modules, visualization, and GraphRAG.

Usage

With Cursor

Clone the repo and symlink skills into one of the locations Cursor scans.

Personal (available across all your projects):

git clone https://github.com/memgraph/skills.git ~/.memgraph-skills
ln -s ~/.memgraph-skills/skills/* ~/.cursor/skills-cursor/

Per-project (available only in that project):

git clone https://github.com/memgraph/skills.git ~/.memgraph-skills
cd /path/to/your/project
ln -s ~/.memgraph-skills/skills .cursor/skills

With Claude Code

Clone the repo and symlink skills into one of the locations Claude Code scans.

git clone https://github.com/memgraph/skills.git ~/.memgraph-skills
cd /path/to/your/project
ln -s ~/.memgraph-skills/skills .claude/skills

Skills

Skills are contextual and auto-loaded based on your conversation. When a request matches a skill's triggers, the agent loads and applies the relevant skill.

Skill	Useful for
memgraph-brand-ui	Generating UIs, dashboards, diagrams, and visual artifacts in the Memgraph brand style
memgraph-cpp-query-modules	Building custom query modules in C++ using the mgp.hpp API
memgraph-cypher-syntax	Writing, fixing, and optimizing Cypher queries for Memgraph, including BFS/DFS/WSP lambdas, text and vector search
memgraph-database-configuration	Configuring triggers, transactions, isolation levels, storage modes, snapshots, WAL, and memory
memgraph-graph-rag	Building GraphRAG systems with Memgraph: schema design, ingestion, hybrid retrieval, and agent tool contracts
memgraph-indexes-and-constraints	Creating and managing indexes, constraints, enums, and ANALYZE GRAPH
memgraph-lab-write-gss	Writing Graph Style Script (GSS) for graph visualization in Memgraph Lab
memgraph-mgconsole-cli	Using the mgconsole CLI to connect, run queries, and configure output
memgraph-model-graph-data	Designing graph data models using Labeled Property Graph principles
memgraph-python-query-modules	Building custom query modules in Python using the mgp API
memgraph-run-mage-algorithms	Running MAGE graph algorithms: PageRank, community detection, centrality, embeddings, and 70+ modules
memgraph-rust-query-modules	Building custom query modules in Rust using the rsmgp-sys API

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:

uv sync
uv run skills-ref validate skills/<skill-directory>

Resources

Similar Plugins

fullstack-dev-skills

10.0k·455·

Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.

v0.4.15

Jeffallan

nature-skills

20.0k·124·

A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.

v1.0.0

Yuan1z0825

drawio-diagramming

12·108·

Intelligent draw.io diagramming plugin with AI-powered diagram generation, multi-platform embedding (GitHub, Confluence, Azure DevOps, Notion, Teams, Harness), conditional formatting, live data binding, and MCP server integration for programmatic diagram creation and management.

2mo

v2.0.0

markus41

planning-with-files

23.4k·81·

Persistent file-based planning for AI coding agents. Crash-proof markdown plans (task_plan.md, findings.md, progress.md) that survive context loss and /clear, with an opt-in completion gate and multi-agent shared state. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard. Includes Arabic, German, Spanish, and Chinese (Simplified and Traditional).

v3.1.3

OthmanAdi

creative-writing

28·58·

Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.

4mo

v1.7.0

greyhaven-ai

payload

42.5k·43·

Payload Development plugin - covers collections, fields, hooks, access control, plugins, and database adapters.

5mo

v0.0.1

payloadcms

memgraph

Popularity

What's Inside

Confidence

README

Memgraph Skills

Usage

With Cursor

With Claude Code

Skills

Skill Structure

Validation

Resources

Similar Plugins

fullstack-dev-skills

nature-skills

drawio-diagramming

planning-with-files

creative-writing

payload

More by memgraph

agent-context-graph-claude

Memgraph Skills

Usage

With Cursor

With Claude Code

Skills

Skill Structure

Validation

Resources

Popularity

Health & Quality

More by memgraph

agent-context-graph-claude

Similar Plugins

fullstack-dev-skills

nature-skills

drawio-diagramming

planning-with-files

creative-writing

payload