mcp-server-qdrantofficial
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licenseB
qualityD
maintenanceThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.
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1,542
Apache 2.0
Scored across 4 tools
Each tool addresses a distinct retrieval analysis task: capturing runs (observe), replaying them (query), comparing two runs (diff), and aggregating statistics (stats). No overlaps.
All tools follow a consistent 'retrieval_verb' pattern, making the set predictable and easy to navigate.
Four tools is a concise but complete set for retrieval audit and analysis, covering the essential workflows without unnecessary bloat.
The tools cover the full lifecycle of retrieval evaluation: capture, inspect, compare, and aggregate. No obvious gaps for the stated purpose.