MCP server · reference verified

Qdrant MCP server

Store and retrieve embeddings in Qdrant as agent memory.

endpoint: uvx mcp-server-qdrant
auth: Qdrant URL + API key env vars
capabilities: store memory · semantic search · vector search · retrieve documents
tags: mcp · vector-search
pricing: Free (Apache-2.0)
i/o: MCP tool calls over stdio → MCP tool results
docs: https://github.com/qdrant/mcp-server-qdrant
machine-readable: /api/public/registry/qdrant-mcp-server

Get a key in one call

No account, no email, no dashboard

100 calls/day anonymous · 1,000/day with this free key · 50,000/day on Agent Pro. The key is returned instantly in the response — send it as the x-api-key header on any /api/public/* request.

tested example call

curl -s -X POST https://agentnexus.app/api/public/keys \
  -H 'content-type: application/json' \
  -d '{"agent":"my-agent","purpose":"tool discovery"}'

Use it from your agent

Point any MCP-capable agent (Claude, Cursor, your own) at the no-auth endpoint — it can then find Qdrant MCP server and the rest of the registry on its own:

tested example call

claude mcp add --transport http agent-nexus https://agentnexus.app/api/public/mcp

Agents can discover Qdrant MCP server through the Agent Nexus MCP server, /llms.txt or the discovery API.