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74
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B ◉ Complete 55

Neo4j Knowledge Graph Memory

Store and retrieve user-specific memories across sessions using Neo4j graph database. This MCP memory infrastructure enables AI assistants to maintain context, recall past interactions, and manage memories with semantic search capabilities. Transform your agent's conversations into a searchable memory bank with entities and relationships. ### Key capabilities: - **Store memories** persistently across multiple sessions - **Retrieve context** with hybrid semantic and exact search - **Manage memory banks** with multi-database project isolation - **Recall information** through vector embeddings and graph traversal - **Memory extension** for AI agents with temporal tracking - **Knowledge graph** format with intelligent relationships Perfect for building AI assistants with long-term memory, maintaining user context, and creating memory systems that remember preferences and past interactions. Self-hosted memory infrastructure built on Neo4j for reliability and performance.

by sylweriusz ★ 31 Last commit: 10 months ago
MCP Surface Tools: 4
Schema Drift
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
54
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
54
25% weight
Security Hygiene
81
33% weight
Schema Interpretability
79
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 40 Fair
Description Quality 60 Fair
Documentation Coverage 55 Fair
Maintenance Pulse 38 Poor
Dependency Health 55 Fair
License Clarity 100 Good
Version Hygiene 35 Poor
Analyzed 1 month, 1 week ago

Protocol Compliance

4
Tools Found
4ms
Tools/List
Pass
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Probed 1 month, 1 week ago
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