F
licenseA
qualityNot graded
maintenanceRoutes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) with automatic model selection, multi-backend support (Ollama, llama.cpp, Gemini), and parallel processing capabilities.
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1
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Oxide
by yayoboy
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TDQS
A3.6/5.0
Scored across 3 tools
Disambiguation5/5
Each tool has a clearly distinct purpose with no overlap: analyze_parallel handles distributed code analysis, list_services monitors LLM service health, and route_task performs intelligent task routing. The descriptions reinforce these distinct roles, making misselection unlikely.
Naming Consistency5/5
All tools follow a consistent verb_noun pattern with snake_case: analyze_parallel, list_services, and route_task. This predictable naming convention enhances readability and usability across the tool set.
Tool Count3/5
With only 3 tools, the set feels thin for a server named 'Oxide' that appears to manage LLM services and code analysis. While each tool is useful, the scope suggests potential gaps in functionality, such as configuration management or detailed service analytics.
Completeness3/5
The tools cover core operations like analysis, service monitoring, and routing, but there are notable gaps. For example, missing tools for configuring LLM services, managing analysis results, or handling errors could limit agent workflows in this domain.
Maintenance
ActivityInactive
ResponsivenessNo issues