Orchestra MCP Server
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TDQS
Scored across 84 tools
Most tools map to distinct resources and actions, and the descriptions clarify close pairs such as get_pipeline/get_pipeline_data/pipeline_context and list_task_runs vs list_task_runs_for_pipeline_run. A few adjacent areas remain, like pipeline-run listing vs whats_broken and workspace integrations vs agent integrations, but they are generally readable.
The set is predominantly consistent snake_case verb_noun naming across resource families. Exceptions like diagnose, whats_broken, and pipeline_context are readable but break the otherwise predictable pattern.
84 tools is far beyond the typical 3-15 range and creates an extremely heavy surface for an agent to navigate. Even though the domain is broad, the many CRUD and list variants across each resource family make this an extreme mismatch.
Coverage is extensive: pipelines, runs, task runs, incidents, monitors, agents, sessions, skills, environments, connections, assets, and audit events all have relevant lifecycle operations. Minor gaps remain, such as no obvious integration discovery/list tool and limited write coverage for assets or operations, likely by design.