A
licenseNot graded
qualityC
maintenanceEnables external AI agents to programmatically inspect, edit, and export image documents through tools for layers, selections, painting, adjustments, masks, history, and compositing.
MIT
Firefly MCP Server
by thenavidm
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TDQS
A3.5/5.0
Scored across 14 tools
Disambiguation3/5
Most tools map to distinct Firefly operations, but generate_image and generate_image5 both 'Generate images', and the three composite tools (generate_object_composite, precise_composite, adaptive_composite) have terse, near-parallel descriptions. An agent may need to infer distinctions from names or external knowledge.
Naming Consistency4/5
All tool names use snake_case, which is consistent. However, prefixes are mixed: many are verb-led (generate_, upload_, verify_, get_, list_), while others are adjective-led (generative_, precise_, adaptive_), and generate_image5 carries a version suffix.
Tool Count5/5
14 tools is within a reasonable range for a media-generation server covering image, video, compositing, upload, credentials, and job utilities. The count is well-scoped and does not appear padded or severely under-provisioned.
Completeness4/5
Core generation, editing, compositing, upload, and async job status operations are covered. Minor gaps remain, such as read-only custom models and no obvious job cancel/list/download lifecycle tools beyond get_job_status.
Maintenance
ActivityMaintained
ResponsivenessNo issues