Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
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 OpenAI API key for ChatGPT visibility scans. Configure at least one provider key to run scans.
ANTHROPIC_API_KEYAPI keyoptionalOptional Anthropic API key for Claude scans, prompt generation, and content-gap analysis.
GEMINI_API_KEYAPI keyoptionalOptional Google AI Studio API key for Gemini visibility scans.
PERPLEXITY_API_KEYAPI keyoptionalOptional Perplexity API key for Perplexity visibility scans.
XAI_API_KEYAPI keyoptionalOptional xAI API key for grounded Grok visibility scans with web search.
SERPAPI_API_KEYAPI keyoptionalOptional SerpAPI key for Google AI Overviews visibility scans.
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track_brandStart tracking a brand's AI visibility. Creates the brand in the local database and generates buyer-intent prompts for it — via Claude Haiku when ANTHROPIC_API_KEY is configured, otherwise three generic starter prompts (upgrade later with generate_prompts). Use when the user says 'track my brand',…Start tracking a brand's AI visibility. Creates the brand in the local database and generates buyer-intent prompts for it — via Claude Haiku when ANTHROPIC_API_KEY is configured, otherwise three generic starter prompts (upgrade later with generate_prompts). Use when the user says 'track my brand',…
No input schema was published for this tool.
list_brandsList every brand tracked in the local database, with domain, category, competitors, refresh frequency, and how many prompts are active. Use when the user asks 'which brands am I tracking?' or to look up the brand_id the other tools need.List every brand tracked in the local database, with domain, category, competitors, refresh frequency, and how many prompts are active. Use when the user asks 'which brands am I tracking?' or to look up the brand_id the other tools need.
No input schema was published for this tool.
generate_promptsRegenerate the buyer-intent prompt set for a tracked brand using Claude Haiku (requires ANTHROPIC_API_KEY). Replaces the brand's active prompts; historical run data is preserved. Use when the user wants better or more prompts, or to upgrade from the generic starter prompts after adding an Anthropic…Regenerate the buyer-intent prompt set for a tracked brand using Claude Haiku (requires ANTHROPIC_API_KEY). Replaces the brand's active prompts; historical run data is preserved. Use when the user wants better or more prompts, or to upgrade from the generic starter prompts after adding an Anthropic…
No input schema was published for this tool.
3 of 3 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.
Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.
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)
76 declared dependencies never landed in the tree. They are missing from Forge's resolution, not from the package.
+64 more not listed. The counts by reason above cover all of them.
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