SLayer, a semantic layer maintained by your agent
Cube alternative for AI agents, but semantic layers already exist.
Database to store agent conversations for use in multi agent orchestrators.
LSM + LLM summarization for agent logs; clever architecture, but zero adopters yet.
Multi-agent orchestration frameworks, LLM-heavy applications requiring persistent agent state
Milvus · Pinecone · Weaviate
Cube alternative for AI agents, but semantic layers already exist.
One-shot database profiling beats five MCP tool calls; zero token overhead for agents.
Chat-with-data without SQL generation—uses semantic layer to constrain queries safely.
Local-only agent memory when mem0 and supermemory require servers.
MCP server lets Claude Code query databases when existing tools don't integrate.
AST analysis blocks injection attacks before they hit your production database.