A
licenseA
qualityC
maintenanceAn MCP server that provides semantic memory on top of Qdrant vector search, with tools to store and retrieve information using embeddings.
2
Apache 2.0
better-qdrant-mcp
by jtsang4
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TDQS
A4.1/5.0
Scored across 6 tools
Disambiguation5/5
Each tool has a distinct purpose: individual store, batch store, semantic search, get by ID, delete, and inspect. No overlap or ambiguity between them.
Naming Consistency4/5
Most tools follow a verb_knowledge pattern (store-knowledge, search-knowledge, delete-knowledge). store-knowledge-bulk is a minor deviation but still clear, and get-knowledge-by-id and inspect-knowledge-base are consistent with the verb_noun style.
Tool Count5/5
Six tools is well-scoped for a knowledge base server, covering the essential operations without bloat. Each tool earns its place.
Completeness4/5
Covers create (single and bulk), read (search, get by ID), delete, and inspect. No explicit update operation, but knowledge entries can be re-created; this is a minor gap.
Maintenance
ActivityInactive
ResponsivenessNo issues