memvid
A serverless agent memory layer that packages data, embeddings, and search structures into portable .mv2 files for persistent long-term memory without databases. Supports vector similarity search, full-text search, and temporal queries via SDKs in Rust, Python, Node.js, and CLI.
Connects to: Rust SDK, Python SDK, Node.js SDK, CLI · · Apache-2.0 15,971★
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/memvid/memvid
- This harness as JSON: /api/harnesses/memvid
- Agent setup: /setup.md
- Browse all 700+ harnesses on Loadbay