mcp-server-qdrant

Official Qdrant MCP server exposing vector storage and semantic search as a memory layer for agents.

Connects to: Qdrant · Python · Apache-2.0 1,436★

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