astro-flow-mcp
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TDQS
Scored across 7 tools
Each tool targets a distinct resource and action: workflow submission, run status, capability search/describe, canvas listing/reading/editing. There is no overlap in purpose, and descriptions further clarify boundaries.
All tool names follow a consistent verb_noun pattern with lowercase and underscores (submit_, get_, search_, describe_, list_, edit_). The naming is uniform and predictable.
Seven tools is well-scoped for an Astro Flow workflow server, covering execution, monitoring, capability discovery, and canvas editing without unnecessary bloat or thinning.
The core lifecycle is covered: reading/editing canvases, submitting workflows, retrieving run status, and exploring capabilities. A minor gap exists—there is no run listing or cancellation—but it does not break the primary workflows.