Database
Neo4j agent skills for Claude Code, Codex and other agents.
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- 1
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- Database
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Neo4j skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (1 skill)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory /… | aws/ | 2.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2 | Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j. | topoteretes/ | 32k | 1 repo | ~901 | Automated safety check: Notes | Apache-2.0 | today |
| 3 | Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP. | CodeGraphContext/ | 4.2k | — | ~675 | Automated safety check: Notes | MIT | 7 days ago |
| 4 | Define a new node schema under cartography/models/MODULENAME/, including required properties, sub-resource relationships, extra labels, conditional labels, scoped cleanup, and one-to-many transforms. | cartography-cncf/ | 4.1k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Adding partial-recon support for a tool: running a single pipeline phase on demand from the workflow graph, reading its inputs from the existing Neo4j graph and merging results back. | samugit83/ | 2.9k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 6 | AI agent orchestrator with Neo4j knowledge graph, Meilisearch search, and Tree-sitter parsing. | this-rs/ | 140 | — | ~2.6k | Automated safety check: Pass | Unknown | today |
| 7 | 7.Anyline AnyLine数据库操作开发规范，涵盖动态数据源注册切换注销、DDL动态建表改表、DML增删改与事务管理、DQL动态查询与聚合统计、元数据管理、查询结果集的聚合、过滤、格式转换等数学计算，AnyLine方法内部会自动适配100+数据库方言，调用方法时忽略不同数据库差异。 | anylineorg/ | 346 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 8 | Installs the cognee AI memory library in a Python environment, sets the LLM key and gets a first remember and recall script running with the Python SDK. | topoteretes/ | 32k | — | ~1k | Automated safety check: Notes | Apache-2.0 | today |
| 9 | Writing to the Neo4j attack-surface graph in RedAmon: the tenant-isolation MERGE key every entity node must carry, where graph methods live (mixins, not the client), and the schema places that must… | samugit83/ | 2.9k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 10 | Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete, and invoke Aura agents backed by an AuraDB instance. | neo4j-contrib/ | 114 | — | ~3.8k | Automated safety check: Notes | MIT | today |
| 11 | Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x. | neo4j-contrib/ | 114 | 1 repo | ~6.1k | Automated safety check: Pass | MIT | today |
| 12 | Guide for configuring, managing, and mutating MonsterMQ settings, devices, flows, AI agents, users, loggers, archive groups, topic schemas, and publishing messages via the GraphQL API. | vogler75/ | 142 | — | ~2.3k | Automated safety check: Pass | GPL-3.0 | today |
| 13 | Serverless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions, AuraGraphDataScience, AuraAPICredentials, DbmsConnectionInfo, SessionMemory, getorcreate, remote graph projection with… | neo4j-contrib/ | 114 | — | ~4.6k | Automated safety check: Notes | MIT | today |
| 14 | Orchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. | neo4j-contrib/ | 114 | — | ~4.3k | Automated safety check: Warn | MIT | today |
| 15 | Switches cognee's LLM, embedding, relational, vector and graph backends through environment variables, with the extras to install and the traps to avoid. | topoteretes/ | 32k | — | ~1k | Automated safety check: Notes | Apache-2.0 | today |
| 16 | Provisions and manages Neo4j Aura instances via CLI (aura-cli v1.7+) or REST API. | neo4j-contrib/ | 114 | — | ~3.7k | Automated safety check: Notes | MIT | today |
| 17 | Generates a financial report for one stock or ETF from its ticker, with valuation scores for stocks and expense ratio and fund-size ratings for ETFs. | okikusan-public/ | 135 | — | ~370 | Automated safety check: Pass | No licence | 5 mo ago |
| 18 | Neo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQuery fluent API, ExecuteReadAsync/ExecuteWriteAsync managed transactions, IResultCursor (FetchAsync/ ToListAsync)… | neo4j-contrib/ | 114 | — | ~4.5k | Automated safety check: Notes | MIT | today |
| 19 | How RedAmon tests actually run and how to author them: the per-file Docker gate, the unit/integration/live tiers, and the failure modes that make a green run a lie. | samugit83/ | 2.9k | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 20 | Covers the Neo4j Go Driver v6 — driver lifecycle, ExecuteQuery, managed and explicit transactions, session config, error handling, data type mapping, and connection tuning. | neo4j-contrib/ | 114 | — | ~3.8k | Automated safety check: Notes | MIT | today |
| 21 | Guides database architecture for PostgreSQL, DuckDB, Parquet, PGVector, and Neo4j. | rileyhilliard/ | 130 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | 22.Wiki Export Export the Obsidian wiki graph to JSON, GraphML, Neo4j Cypher, Postgres/SQL, HTML, or OKF bundles. | Ar9av/ | 3.5k | — | ~6.9k | Automated safety check: Notes | MIT | yesterday |
| 23 | Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery, executeRead/Write managed transactions, explicit transactions, async/reactive patterns, error handling, data type… | neo4j-contrib/ | 114 | — | ~4.2k | Automated safety check: Notes | MIT | today |
| 24 | Comprehensive guide for writing modern Neo4j Cypher queries. | opsmill/ | 529 | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Run Cartography to sync AWS, GCP, or Azure resources into a Neo4j graph database, mapping relationships such as IAM permission chains, network paths, and cross-account trust. | mukul975/ | 34k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 26 | 26.Neo4j Query Run an arbitrary Cypher query against Neo4j and return JSON records. | opensage-agent/ | 127 | — | ~285 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 27 | Neo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery, managed transactions (executeRead/executeWrite), session.run, Integer handling, JSON serialization, record access, async/await… | neo4j-contrib/ | 114 | — | ~3.5k | Automated safety check: Notes | MIT | today |
| 28 | Graph database implementation for relationship-heavy data models. | ancoleman/ | 526 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 29 | Neo4j Python Driver v6 — driver lifecycle, executequery, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching… | neo4j-contrib/ | 114 | — | ~4.1k | Automated safety check: Notes | MIT | today |
| 30 | Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x) to current (2025.x/2026.x, Cypher 25). | neo4j-contrib/ | 114 | 1 repo | ~4.2k | Automated safety check: Notes | MIT | today |
| 31 | Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher — covers graphdatascience client 2.x, GraphDataScience, gds.graph.project.native, gds.graph.project.cypher, snakecase… | neo4j-contrib/ | 114 | — | ~5k | Automated safety check: Notes | MIT | today |
| 32 | Provides configuration patterns for LangChain4J vector stores in RAG applications. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~2.7k | Automated safety check: Notes | MIT | 27 days ago |
| 33 | Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | today |
| 34 | Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS). | neo4j-contrib/ | 114 | — | ~3.8k | Automated safety check: Notes | MIT | today |
| 35 | Import structured data into Neo4j — LOAD CSV, CALL IN TRANSACTIONS, neo4j-admin database import full (offline bulk), apoc.load.csv/json, apoc.periodic.iterate, driver batch writes. | neo4j-contrib/ | 114 | — | ~4.9k | Automated safety check: Notes | MIT | today |
| 36 | Configure and operate the Neo4j Connector for Kafka (sink + source) and the native Neo4j CDC API. | neo4j-contrib/ | 114 | — | ~3.7k | Automated safety check: Notes | MIT | today |
| 37 | Neo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser. | neo4j-contrib/ | 114 | — | ~5k | Automated safety check: Notes | MIT | today |
| 38 | Diagnoses and fixes slow Neo4j Cypher queries by reading execution plans, identifying bad operators (AllNodesScan, CartesianProduct, Eager, NodeByLabelScan), and prescribing fixes (indexes, hints… | neo4j-contrib/ | 114 | — | ~2.6k | Automated safety check: Notes | MIT | today |
| 39 | Programmatic security management in Neo4j — RBAC/ABAC, user lifecycle (CREATE/ALTER/DROP USER), role lifecycle (CREATE/GRANT ROLE/DROP ROLE), privilege grants and denies (GRANT/DENY/REVOKE on graph… | neo4j-contrib/ | 114 | — | ~4k | Automated safety check: Notes | MIT | today |
| 40 | A skill your agent uses when reading from or writing to Neo4j with Apache Spark or Databricks using the Neo4j Connector for Apache Spark 6.0 (org.neo4j.connectors:spark) or 5.x… | neo4j-contrib/ | 114 | — | ~4.1k | Automated safety check: Notes | MIT | today |
| 41 | A skill your agent uses when building Spring Boot applications with Neo4j using Spring Data Neo4j (SDN 7.x/8.x) — @Node entity mapping, @Relationship, @RelationshipProperties, Neo4jRepository… | neo4j-contrib/ | 114 | — | ~3.7k | Automated safety check: Notes | MIT | today |
| 42 | Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. | neo4j-contrib/ | 114 | — | ~5.4k | Automated safety check: Notes | MIT | today |
| 43 | A skill your agent uses when installing, configuring, or troubleshooting the official Neo4j MCP server (neo4j/mcp) — connecting Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Kiro, or other… | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | today |
| 44 | Design, review, and refactor Neo4j graph data models. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~4k | Automated safety check: Notes | MIT | today |
| 45 | Run Neo4j Graph Analytics algorithms (PageRank, Louvain, WCC, Dijkstra, KNN, Node2Vec, FastRP, GraphSAGE) directly inside Snowflake without moving data. | neo4j-contrib/ | 114 | — | ~7k | Automated safety check: Notes | MIT | today |
| 46 | Create and manage Neo4j vector indexes, run vector similarity search (ANN/kNN), store embeddings on nodes or relationships, use SEARCH clause (Neo4j 2026.01+, preferred) or… | neo4j-contrib/ | 114 | — | ~5.6k | Automated safety check: Notes | MIT | today |
| 47 | Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.22.0+). | neo4j-contrib/ | 114 | — | ~4.2k | Automated safety check: Notes | MIT | today |
| 48 | Use graphify-dotnet to generate codebase knowledge graphs, architecture snapshots, and exportable repository maps from .NET or polyglot source trees, with optional AI-enriched semantic relationships. | managedcode/ | 486 | — | ~1.9k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best Neo4j skill?
Amazon Neptune (official) from aws/agent-toolkit-for-aws ranks first of the 63 Neo4j skills listed here, with the highest score: its repository has 2.8k GitHub stars, its SKILL.md loads about 4.7k tokens and it passes the automated safety check with no findings. Next come Cognee Docker Setup and Codegraphcontext.
Is there an official Neo4j skill?
1 of the 63 Neo4j skills are official, published by the vendor's own GitHub organization: Amazon Neptune.
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.