Query Optimly's AI Brand Directory to audit how major language models perceive brands. This connects to Scout's API to search through 60,000+ indexed brands and check their visibility across ChatGPT, Claude, and Gemini. You'd reach for this when managing brand presence in AI responses or researching how LLMs represent competitors. The directory tracks brand profiles that AI models construct from training data, letting you verify what these systems surface when users ask about products, companies, or services. Useful for marketing teams monitoring AI-driven discovery and SEO professionals adapting to conversational search patterns.
Public tool metadata for what this MCP can expose to an agent.
brand_lookupLook up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...3 paramsLook up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...
namestringslugstringcategorystringcategory_browseBrowse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...2 paramsBrowse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...
slugstringactionstringlist · detaildiscovery_intentTell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...8 paramsTell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...
actionstringstart · submituse_casestringagent_contextstringbuyer_personastringproblem_spacestringcategory_soughtstringbrands_mentionedarraycomparison_criteriaarrayio.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent