F
licenseNot graded
qualityD
maintenanceEnables LLM-powered agents to securely communicate with and orchestrate downstream microservices via FastAPI endpoints exposed as MCP tools.
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CreatorOS AI MCP Server
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TDQS
B3/5.0
Scored across 16 tools
Disambiguation4/5
Most tools are clearly differentiated by output format or transformation type, and each has a distinct purpose. The only mild overlap is between rewrite_content and humanize_content, which could cause occasional misselection.
Naming Consistency4/5
The set mostly follows a consistent snake_case verb_noun pattern, e.g., generate_linkedin_post, summarize_content, delete_generation. The main inconsistency is generate_blog rather than generate_blog_post, which breaks the pattern used by other platform-specific generators.
Tool Count4/5
Sixteen tools is slightly above the typical well-scoped range, but the count is reasonable for a content generation server covering multiple platforms and content operations. Each tool adds a distinct capability, so the size feels justified.
Completeness4/5
The tool surface covers generation for major content types, transformation of existing content, SEO metadata, and saved-generation lifecycle management. Minor gaps such as no update/rename operation for saved generations are workable and do not cripple core workflows.
Maintenance
ActivityMaintained
ResponsivenessNo issues