Wisdomgraph
Think of this as persistent memory for Claude that survives across sessions. It wires Claude Code to a Neo4j graph where every `/wisdom` command merges new knowledge instead of overwriting it. Exposes MCP tools like wisdom_ingest for absorbing codebases, wisdom_remember for storing decisions explicitly, wisdom_query for Cypher traversal, and wisdom_reflect to promote patterns into actionable insights using a DIKW hierarchy. You get tier-based nodes (Knowledge, Experience, Insight, Wisdom) that accumulate over weeks and months. Useful when you want Claude to remember architectural decisions, recurring bugs, or cross-project patterns without re-explaining context every session. Works with Neo4j Aura free tier or local DozerDB. Install once, feed it projects and docs, then query the living graph.
- GitHub stars
- 2
- tools
- 10
- auth
- Secret needed
- transport
- STDIO
- env var
- 1
- last updated
- Apr 12, 2026
Tools
10 toolsPublic tool metadata for what this MCP can expose to an agent.
wisdom_ingestAbsorb a file, directory, or URL into Neo4j
Absorb a file, directory, or URL into Neo4j
No parameter schema in public metadata yet.
wisdom_rememberStore a fact, decision, or insight explicitly
Store a fact, decision, or insight explicitly
No parameter schema in public metadata yet.
wisdom_learnRecord an attempt, outcome, and lesson learned
Record an attempt, outcome, and lesson learned
No parameter schema in public metadata yet.
wisdom_statusRead DIKW tier counts and edge/source totals
Read DIKW tier counts and edge/source totals
No parameter schema in public metadata yet.
wisdom_listList nodes by DIKW tier, project, and connectivity
List nodes by DIKW tier, project, and connectivity
No parameter schema in public metadata yet.
wisdom_traceTrace why an insight or wisdom node exists
Trace why an insight or wisdom node exists
No parameter schema in public metadata yet.
wisdom_explainExplain a node with its DIKW chain and sources
Explain a node with its DIKW chain and sources
No parameter schema in public metadata yet.
wisdom_queryRun a read-only Cypher traversal
Run a read-only Cypher traversal
No parameter schema in public metadata yet.
wisdom_reflectTrigger DIKW promotion pipeline
Trigger DIKW promotion pipeline
No parameter schema in public metadata yet.
wisdom_reportGet tier counts + top Wisdom nodes as markdown
Get tier counts + top Wisdom nodes as markdown
No parameter schema in public metadata yet.
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WISDOM_NEO4J_PASSWORD*secretNeo4j password for wisdomGraph. Set via `wisdom connect` or export directly.
Readme
wisdomGraph
Graph-native persistent cognition for AI agents.
graphify gives you a snapshot. wisdomGraph gives you memory that compounds.
Use wisdomGraph from Claude Code, Codex, OpenClaw, or any MCP host. Feed it your codebases, notes, papers, conversations — every run merges into a living Neo4j graph. The graph doesn't reset. It accumulates. Facts become patterns. Patterns become insights. Insights become wisdom.
Details
- Repository
- github.com/cklam12345/wisdomgraph
- Categories
- Databases, AI & LLM Tools, Documents & Knowledge
- Package
wisdomgraph- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
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