brainctl launches persistent SQLite agent memory

brainctl is a sharp rebuttal to the "memory as a service" trend, proving that local SQLite is often all an agent needs for high-performance persistence.

• –Replaces flaky RAG architectures with structured SQLite storage, FTS5 full-text search, and automated entity linking.
• –Includes a 192-tool MCP server, making it instantly compatible with Claude Desktop, VS Code, and Cursor.
• –Features "surprise scoring" and confidence decay to mimic human cognitive processes, preventing memory bloat and redundancy.
• –Zero-cost retrieval eliminates the latency and token bills associated with LLM-based memory lookups.
• –Native adapters for LangChain, CrewAI, and Obsidian ensure seamless integration into existing agentic and personal knowledge workflows.