qdrant

High-performance, massive-scale vector database and vector search engine with REST and gRPC APIs.

Connects to: Qdrant · Rust · Apache-2.0 32,404★

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/qdrant/qdrant
• This harness as JSON: /api/harnesses/qdrant
• Agent setup: /setup.md
• Browse all 370+ harnesses on Loadbay