llm-router-mcp
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TDQS
Scored across 76 tools
Many tools have overlapping purposes (e.g., command_execute, run_command, run_agent; skill_activate, skill_execute; background_expert_start/cancel/list). With most descriptions blank, agents cannot reliably distinguish between similar tools.
The toolkit generally uses snake_case and often follows group_prefix_action (mcp_servers_*, skill_*), but there are inconsistencies like background_expert_result, ralph_loop_cancel, and noun-only names (magic_keywords, grep_app). Overall a mixed but readable convention.
76 tools is extreme for a single server, exceeding the 50+ threshold. The toolkit appears to bundle unrelated domains (routing, git, bash, memory, skills, MCP management) into one surface, making it unwieldy.
While some areas (skills, MCP servers) have extensive coverage, others are incomplete (memory has add/list/clear but no update/delete, no clear routing/model management tools). The lack of descriptions makes it impossible to trust the surface covers its stated purpose.