Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.
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Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
Fastify's Content-Type header tab character allows body validation bypass
Fastify vulnerable to invalid content-type parsing, which could lead to validation bypass
process.env. You'll be asked to provide them before it can run.API_PORT— DISTILL_MODEL, , and the RANK_ ranking weights. Schedules and ranking weights are alsoDATABASE_URL— API on :8088). Key variables: , OLLAMA_URL, EMBED_MODEL / EMBED_DIM,DISTILL_MODEL— , API_PORT, and the RANK_ ranking weights. Schedules and ranking weights are alsoEMBED_DIM— API on :8088). Key variables: DATABASE_URL, OLLAMA_URL, EMBED_MODEL / ,EMBED_MODEL— API on :8088). Key variables: DATABASE_URL, OLLAMA_URL, / EMBED_DIM,OLLAMA_URL— API on :8088). Key variables: DATABASE_URL, , EMBED_MODEL / EMBED_DIM,PG_CONTAINERPOSTGRES_DBPOSTGRES_USERRANK_GRAPH_BOOSTRANK_HALFLIFE_DAYSRANK_W_ACCESSRANK_W_IMPORTANCERANK_W_RECENCYRECALL_LIMITRECALL_MAX_CHARSRECALL_MIN_SCORESECOND_BRAIN_AGENTSNAPSHOT_DIR[](https://m8ven.ai/mcp/guybr3000-second-brain-gpic53)