mcp-server-qdrantofficial
A
licenseB
qualityC
maintenanceThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.
2
1,540
Apache 2.0
bigapi
by BiGapi-2026
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TDQS
A4.9/5.0
Scored across 5 tools
Disambiguation5/5
Each tool has a distinct lifecycle role: discovery (find_tool), execution (run_operation), session convenience (enable_tools), key creation (get_access), and balance checking (get_balance). The descriptions explicitly cross-reference each other and state what they do not do, so there is little risk of an agent picking the wrong one.
Naming Consistency5/5
All five names follow a consistent snake_case verb_noun pattern (find_tool, run_operation, enable_tools, get_access, get_balance). The verbs are specific and match the action, and no style mixing or vague generic names appear.
Tool Count5/5
Five tools is well-scoped for a server that intentionally stays lean and dynamically exposes operations through find_tool/run_operation. Each tool covers a necessary concern: discovery, execution, optional tool enabling, access, and balance.
Completeness5/5
The core workflow is fully covered: obtain a key, find an operation, run it, and check credit/usage. The dynamic design means new operations don't require new server tools, so there are no obvious dead ends or missing lifecycle steps.
Maintenance
ActivityMaintained
ResponsivenessNo issues