Local Memory MCP
Persistent local semantic memory MCP that stores and searches notes by meaning using local embeddings and SQLite.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Local Memory MCP, derived from its capabilities.
AIVSS 5.6 · Medium
View MAESTRO 7-layer threat model →Overview
Local Memory MCP (Synapse-MCP) gives MCP tools persistent local semantic memory, storing and searching notes by meaning with local embeddings and SQLite. Security surface: it is local-only and holds whatever notes the agent writes, so the main risk is memory poisoning — injected content persisting into future sessions.
Key features
- Local embeddings, no cloud dependency
- SQLite-backed note storage
- Semantic meaning-based search
- Persistent cross-session memory
Use cases
- Keep a private agent knowledge base
- Recall notes by meaning across sessions