Google tells you what exists. Faceabot tells you what holds up.
Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp · website · measurements and detailsSearch 18,594 production-music cues by mood, sound and exact runtime. Instant preview links.
MCP endpoint :https://mcp.songstoyoureyes.com/mcp · website · measurements and detailsConnect LLM tools to your Algolia account with user-scoped access for internal workflows.
MCP endpoint :https://mcp.algolia.com/mcp · website · measurements and detailsIntelligent product canvas: iterate on your product's design with your coding agent, synced to code.
MCP endpoint :https://app.mowgli.ai/mcp · website · measurements and detailsAI product photography: on-brand product shots, images and videos from your Kive workspace.
MCP endpoint :https://mcp.kive.ai/mcp · website · measurements and detailsA directory of product launch platforms: where your product qualifies and how each form is filled.
MCP endpoint :https://submitmap.com/api/mcp · website · measurements and detailsAmazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.
MCP endpoint :https://app.webotee.com/mcp · website · measurements and detailsBuild product adoption your way - Product adoption infrastructure no-code or all-code.
MCP endpoint :https://api.flows-cloud.com/mcp · measurements and detailsYour product team's shared strategic memory — an MCP server your AI tools reason over.
MCP endpoint :https://mcp.ambix.ai · website · measurements and detailsTest how AI assistants recommend your product and improve your landing page with evidence.
MCP endpoint :https://www.agentzia.dev/mcp · website · measurements and detailsProduct analytics and error tracking your coding agent can use.
MCP endpoint :https://mcp.vinktar.com/mcp · website · measurements and detailsBuild and run visual creative-production workflows from your AI agent.
MCP endpoint :https://mcp.studio.kaitoi.io · website · measurements and detailsManage your Swell headless-commerce store — products, orders, customers, and subscriptions.
MCP endpoint :https://swell.usefulapi.io/mcp · website · measurements and detailsSee revenue, unpaid invoices, open quotes and your product catalog for each of your businesses.
MCP endpoint :https://mcp.invoicevista.com/mcp · website · measurements and detailsRead your Epox catalogue and credits; generate studio and lifestyle product images.
MCP endpoint :https://app.epox.ai/api/mcp · website · measurements and detailsManage your Jumpseller store with AI. Products, orders, customers, and more.
MCP endpoint :https://mcp.jumpseller.com/ · website · measurements and detailsQuery the Virohana website with your AI: services, products, journal. Open, read-only.
MCP endpoint :https://mcp.virohanalife.com/mcp · website · measurements and detailsKoongo product-feed & marketplace tools: manage feeds, listings & orders from your AI assistant.
MCP endpoint :https://mcp.koongo.com/mcp · website · measurements and detailsCreate scalable TikTok slideshow creatives for your product by prompting an AI agent.
MCP endpoint :https://slidetok.com/api/mcp · website · measurements and detailsBuild, publish and track embedded training courses in your product: courses, learners, SCORM.
MCP endpoint :https://underlayerhq.com/api/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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