RuVector
High-performance Rust-based vector database and agent memory substrate that combines semantic embeddings, graph relationships, and self-learning; ships an mcp-brain MCP interface for shared agent memory. Agents connect via the MCP server to persist working, episodic, semantic, and procedural memory across sessions without needing an external API key.
Connects to: Node.js, Rust, PostgreSQL, browser · · MIT 4,447★
Use it with an AI agent
Loadbay is an MCP server, so an agent can search the catalog and find this harness:
claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp
- Source: https://github.com/ruvnet/ruvector
- This harness as JSON: /api/harnesses/ruvector
- Agent setup: /setup.md
- Browse all 700+ harnesses on Loadbay