F
licenseNot graded
qualityC
maintenanceEnables adversarial multi-model AI review via OpenRouter, allowing Claude to submit prompts to multiple models and compare responses through custom connector tools.
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BlindWrite MCP
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TDQS
A3.7/5.0
Scored across 11 tools
Disambiguation4/5
Most benchmark tools have clearly distinct resource-action boundaries, but benchmark_compare_models, benchmark_get_model_stats, and benchmark_get_leaderboard all describe performance summaries and could be confused by an agent. benchmark_generate_outputs and writer_generate are somewhat related, though writer_generate is explicitly marked as the primary writing tool.
Naming Consistency4/5
Ten tools consistently follow a benchmark_<verb>_<noun> naming pattern, which is highly predictable. writer_generate breaks the pattern by using noun_verb form and dropping the benchmark_ prefix, making the set slightly inconsistent.
Tool Count5/5
Eleven tools is well-scoped for a blind benchmark workflow plus an integrated writing generation tool. Each tool serves a recognizable step or query in the system, and the count is neither bloated nor thin.
Completeness4/5
The core benchmark lifecycle is covered: create task, generate outputs, start duel, submit vote, get results, and retrieve leaderboards. Obvious gaps include no list/update/delete for tasks and no way to enumerate active duels, but these are workable minor omissions.
Maintenance
ActivityMaintained
ResponsivenessNo issues