A
licenseNot graded
qualityD
maintenanceAn MCP server for RAG using Qdrant that automatically indexes documents from directories and generates search tools for each collection.
MIT
qdrant-llamaindex-mcp-server
by azhang
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TDQS
B3.2/5.0
Scored across 17 tools
Disambiguation4/5
Tools are mostly distinct with clear purposes across collections, documents, points, and search. Some overlap exists (e.g., delete-documents vs. delete-point, find vs. search-by-vector) but descriptions help differentiate.
Naming Consistency4/5
Most tools follow a 'qdrant-verb-noun' pattern (e.g., add-documents, create-collection). However, 'qdrant-store' and 'qdrant-find' are verb-only, creating a slight inconsistency.
Tool Count4/5
17 tools is on the higher side but still appropriate for a full-featured vector database server covering collection and document management, search, and maintenance. Each tool appears justified.
Completeness3/5
Core CRUD and search operations are covered, but missing tools for updating collection configuration or full document content updates (only payload update). Some gaps like truncating collections are absent.
Maintenance
ActivityInactive
ResponsivenessNo issues