A
licenseA
qualityD
maintenanceA Model Context Protocol server that enables LLM tools to create, manage, and run Flowise chatflows and agentflows programmatically.
12
MIT
Roboflow MCP Server
by eusef
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TDQS
A3.8/5.0
Scored across 10 tools
Disambiguation5/5
Each tool targets a distinct operation: status checking, searching, listing different resource types, creating via Rapid, running different inference types, executing workflows, and uploading images. The only potential overlap between inference_run and inference_classify is clearly differentiated by model task type.
Naming Consistency3/5
All tools share the 'roboflow_' prefix, but the suffix pattern is inconsistent: some use noun_verb (universe_search, inference_run), some use noun_noun (project_list, api_status), and one uses verb_noun (upload_image). This mix of patterns makes it less predictable than a uniform convention.
Tool Count5/5
With 10 tools, the server is well-scoped, covering the core Roboflow workflows without being bloated. Each tool serves a clear purpose and the count fits the intended functionality.
Completeness3/5
The set covers discovery, inference, workflow execution, and data upload, but lacks project management operations like create/update/delete project or dataset. This creates notable gaps for users who need to set up new projects outside of Rapid creation.
Maintenance
ActivityInactive
ResponsivenessNo issues