MCP servers for vector-database

Zero-bloat distributed vector memory, hardware-enforced domain firewalls, and NAT-traversing execution mesh for multi-instance Hermes agent fleets.

🧠 Memória semântica e relacional unificada (Go, SQLite-Vec, TurboQuant 4-bit, Grafo CTEs e MCP) para Agentes de IA

Spring AI vs LangChain4j vs SAA 三框架同台对比（配套篇2）

🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.

Automatic one-click install. Encrypted, fully offline vector memory for AI agents; takes over built-in agentic memory.

Collaborative AI memory for engineering teams - share context across Claude Code, Cursor, and teammates

One memory for every AI agent — self-hosted long-term memory over MCP/REST for Claude Code, Codex, Cursor, Gemini CLI, VS Code, OpenClaw, and more.