A
licenseNot graded
qualityA
maintenanceEnables Claude Code to hand off bulk, mechanical, read-heavy tasks to a local model, including agentic loops that can read, write, and run commands sandboxed at zero cloud token cost.
MIT
local-llm-mcp
by HenryLinyy
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TDQS
B3.1/5.0
Scored across 9 tools
Disambiguation4/5
Most tools target distinct aspects (querying, listing, configuration, status). The alias list_models for list_local_models is redundant but clearly documented, causing minor potential confusion.
Naming Consistency5/5
Tools consistently follow verb_noun pattern with underscores (e.g., ask_local_model, list_backends, set_backend). The sole exception local_status is descriptive and fits the pattern.
Tool Count5/5
9 tools cover the core operations for managing local LLM backends, guards, and queries without being excessive or insufficient.
Completeness4/5
The tool set covers CRUD for backends, querying, and configuration. A minor gap is the lack of a dedicated tool for detailed backend info, but list_backends provides status.
Maintenance
ActivityInactive
ResponsivenessNo issues