Neo4j Agent Memory Skill

Reference for the neo4j-agent-memory Python package: three-layer graph memory (short-term/long-term/reasoning) for AI agents.

Works with setup

Test report

Verdict
Works with setup
Score
8.0/10
Tested
Jul 13, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 5599f12

Reproduced the package's exact async MemoryClient quickstart verbatim for a niche, likely post-cutoff API that a baseline attempt would otherwise have to guess at -- but the SKILL.md's 'combine with excalidraw / neo4j-styleguide / neo4j-labs-brand / diataxis' cross-references are all dead, none of those skills exist in this repo.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 3/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 3/5

What Neo4j Agent Memory Skill does

An authoritative reference for the neo4j-agent-memory Python package and its hosted NAMS service, covering the MemoryClient/MemorySettings API, the POLE+O entity model, the bundled MCP server, and integrations with LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, and other agent frameworks. Triggers on any mention of neo4j-agent-memory, graph-native agent memory, context graphs, POLE+O, or NAMS, and also when writing docs/positioning content that compares graph-native memory to vector-only approaches.

How to install Neo4j Agent Memory Skill

git clone https://github.com/neo4j-contrib/neo4j-skills
cd neo4j-skills
mkdir -p ~/.claude/skills
cp -r neo4j-agent-memory-skill ~/.claude/skills/neo4j-agent-memory-skill

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Neo4j Agent Memory Skill

  • /neo4j-agent-memory-skill Reference for the neo4j-agent-memory Python package: three-layer graph memory (short-term/long-term/reasoning) for AI agents.

It also activates on plain-language prompts like these:

  • Set up neo4j-agent-memory for my AI agent
  • Add graph-native memory to my LangChain agent
  • How do I use the MemoryClient API in neo4j?

Frequently asked questions

Is the Neo4j Agent Memory Skill skill free?
Yes. The skill itself is free from neo4j-contrib/neo4j-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does Neo4j Agent Memory Skill work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Works with setup. Reproduced the package's exact async MemoryClient quickstart verbatim for a niche, likely post-cutoff API that a baseline attempt would otherwise have to guess at -- but the SKILL.md's 'combine with excalidraw / neo4j-styleguide / neo4j-labs-brand / diataxis' cross-references are all dead, none of those skills exist in this repo.
What is the Neo4j Agent Memory Skill SkillProof Score?
8.0/10 — installs cleanly 3/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 3/5.
How do I install Neo4j Agent Memory Skill?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Neo4j Agent Memory Skill with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.