woodpecker-ci-mcp
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TDQS
Scored across 71 tools
Nearly every tool targets a distinct resource-action pair, and the descriptions are unusually precise at clarifying edge cases. A few near-neighbor pairs (get_queue_info vs list_queued_pipelines, get_pipeline_config vs get_pipeline_metadata) still demand careful reading, and with 71 tools the selection burden is real.
All tool names use snake_case with a consistent verb_noun pattern: get_, list_, create_, update_, delete_, trigger_, cancel_, approve_, pause_, resume_, etc. Resource nouns are uniform across the set, making the surface highly predictable even at this scale.
71 tools falls squarely into the extreme-mismatch band and is far beyond a comfortably surveyable surface. Even though each tool maps to a real API action, the agent context cost and selection complexity are overwhelming; this set would be better split into smaller domain-specific servers.
The tool set provides full lifecycle coverage for secrets, registries, agents, crons, repositories, pipelines, users, forges, organizations, logs, and queue/server administration. There are no obvious dead ends, and even high-risk operations like log deletion, agent draining, and queue pausing have dedicated tools.