MCP server that wraps the Qdrant vector database API as tools.
Qdrant MCP is an MCP integration. MCP server that wraps the Qdrant vector database API as tools.
The published pypi package is mcp-qdrant, version 1.0.1. Its declared MCP transport is stdio.
The package declares QDRANT_URL: Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH); QDRANT_API_KEY: Qdrant API key, if your instance requires one; QDRANT_LOCAL_PATH: Path to an embedded Qdrant instance, instead of a URL; QDRANT_MCP_TOOLSETS: Comma-separated toolsets to enable: core, search, payload, snapshots, observability; QDRANT_MCP_READ_ONLY: Block every tool not marked read-only.
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository. This profile uses version 1.0.1 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
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| Variable | Description | Required |
|---|---|---|
| QDRANT_URL | Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH) | Optional |
| QDRANT_API_KEY | Qdrant API key, if your instance requires one | Optional |
| QDRANT_LOCAL_PATH | Path to an embedded Qdrant instance, instead of a URL | Optional |
| QDRANT_MCP_TOOLSETS | Comma-separated toolsets to enable: core, search, payload, snapshots, observability | Optional |
| QDRANT_MCP_READ_ONLY | Block every tool not marked read-only | Optional |
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