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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP. | CodeGraphContext/ | 4.3k | — | ~675 | Automated safety check: Notes | MIT | yesterday |
| 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 | — | ~901 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 3 | 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/ | 3k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | AI agent orchestrator with Neo4j knowledge graph, Meilisearch search, and Tree-sitter parsing. | this-rs/ | 140 | — | ~2.6k | Automated safety check: Pass | Unknown | today |
| 5 | 5.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 | yesterday |
| 6 | 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/ | 3k | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | 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 | yesterday |
| 8 | 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 | — | ~4.4k | Automated safety check: Notes | MIT | yesterday |
| 9 | 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/ | 143 | — | ~2.3k | Automated safety check: Pass | GPL-3.0 | today |
| 10 | 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 | yesterday |
| 11 | 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 | yesterday |
| 12 | 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 | yesterday |
| 13 | 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 | yesterday |
| 14 | 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 | yesterday |
| 15 | 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/ | 3k | — | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | 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 | yesterday |
| 17 | Guides database architecture for PostgreSQL, DuckDB, Parquet, PGVector, and Neo4j. | rileyhilliard/ | 130 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | 18.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 |
| 19 | 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 | yesterday |
| 20 | 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 |
| 21 | 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 | yesterday |
| 22 | Graph database implementation for relationship-heavy data models. | ancoleman/ | 525 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 23 | 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 | yesterday |
| 24 | 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 | yesterday |
| 25 | Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | yesterday |
| 26 | 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 | yesterday |
| 27 | 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 | yesterday |
| 28 | Neo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser. | neo4j-contrib/ | 114 | — | ~5k | Automated safety check: Notes | MIT | yesterday |
| 29 | 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 | yesterday |
| 30 | 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 | yesterday |
| 31 | 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 | yesterday |
| 32 | Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. | neo4j-contrib/ | 114 | — | ~5.4k | Automated safety check: Notes | MIT | yesterday |
| 33 | 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 | yesterday |
| 34 | 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 | yesterday |
| 35 | 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 | yesterday |
| 36 | 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 | yesterday |
| 37 | 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 | yesterday |
| 38 | Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. | neo4j-contrib/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | yesterday |
| 39 | Provides configuration patterns for LangChain4J vector stores in RAG applications. | giuseppe-trisciuoglio/ | 357 | — | ~2.7k | Automated safety check: Notes | MIT | 1 mo ago |
| 40 | Provides Spring Data Neo4j integration patterns for Spring Boot applications. | giuseppe-trisciuoglio/ | 357 | — | ~3.4k | Automated safety check: Notes | MIT | 1 mo ago |
| 41 | Build or update the reviewer base index (vector store + code graph) from a local repo clone. | hashgraph-online/ | 1.3k | — | ~867 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 42 | 42.Review PR Review a GitHub pull request with the RAG + code-graph pipeline (reviewer MCP server). | hashgraph-online/ | 1.3k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | Rebuild the per-machine, per-config extended skill index used by platform subagents. | hanamizuki/ | 152 | — | ~4k | Automated safety check: Pass | MIT | 15 days ago |
| 44 | Tech-stack-aware expert code review using specialized subagents. | hanamizuki/ | 152 | — | ~3k | Automated safety check: Pass | MIT | 15 days ago |
| 45 | Fully local multi-agent swarm intelligence simulation engine using Neo4j + Ollama for public opinion, market sentiment, and social dynamics prediction. | LeoYeAI/ | 2.2k | — | ~4.1k | Automated safety check: Notes | MIT | 2 mo ago |
