Structured, constraint-aware visual generation and deterministic layout for AI agents
Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
OPENAI_API_KEYAPI keyoptionalOptional API key for OpenAI image generation
GEMINI_API_KEYAPI keyoptionalOptional API key for Google Gemini image generation
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visual_brief_to_specConvert a natural-language creative brief or user request into a structured VisualSpec specificationConvert a natural-language creative brief or user request into a structured VisualSpec specification
No input schema was published for this tool.
visual_validate_specValidate a VisualSpec YAML or JSON against the schemaValidate a VisualSpec YAML or JSON against the schema
No input schema was published for this tool.
visual_renderRender deterministic typography, layout, and styling to a PNG asset without requiring an AI image API keyRender deterministic typography, layout, and styling to a PNG asset without requiring an AI image API key
No input schema was published for this tool.
visual_generateRun the full visual generation pipeline (model adapter + deterministic typography overlay + QA)Run the full visual generation pipeline (model adapter + deterministic typography overlay + QA)
No input schema was published for this tool.
visual_check_qaRun automated visual QA checks (safe margins, max lines, exact copy, slot compliance, output dimensions)Run automated visual QA checks (safe margins, max lines, exact copy, slot compliance, output dimensions)
No input schema was published for this tool.
visual_repairDiagnose QA failures and automatically formulate & apply localized repairs without full regenerationDiagnose QA failures and automatically formulate & apply localized repairs without full regeneration
No input schema was published for this tool.
visual_list_resourcesList all available platform packs (Instagram, LinkedIn, etc.) and structural templates (Product Launch, Quote Card, Stat Card)List all available platform packs (Instagram, LinkedIn, etc.) and structural templates (Product Launch, Quote Card, Stat Card)
No input schema was published for this tool.
7 of 7 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
Structured, constraint-aware visual generation and deterministic layout for AI agents
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The crawl stopped at the 60-package limit. The rest of the tree was never resolved.
36 more resolved packages are not drawn here (display cap: 24). Every dependency carrying an advisory is drawn regardless of the cap. Full inventory (CycloneDX SBOM)
66 declared dependencies never landed in the tree. They are missing from Forge's resolution, not from the package.
+54 more not listed. The counts by reason above cover all of them.
Not followed: optionalDependencies, peerDependencies. This tree covers runtime dependencies only, so anything those pull in was never resolved.