See the failing queries
Every probe we ran and the exact shopper phrasings your endpoint returned nothing for.
How to Build
Bonfire
verified 20d ago
Womenswear · US / Ships to US
Native Endpoint / Served by the Retailer
https://mcp.bonfire.com/mcp*Built for coding agents. Claude Code, Codex, Cursor. Not chat apps yet.
Agent Readiness Score / Enhanced Endpoint
Readiness
0/100
Search & Browse31/40
Filters & Sorting0/20
Brands0/10
Recommendations0/15
Shop Info & Support0/15
Score look wrong?
We re-probe and reply with the queries we ran.
Tell us what's wrong →Tools ExposedDescriptionTime
bonfire_searchUse this when the user wants to search Bonfire campaigns, merch, or apparel using a flexible or specific query. This is best for requests involving keywords, themes, causes, designs, or specific items, especially when the user is not browsing a predefined category. This includes searches for apparel by theme (e.g., space, animals), cause-related merch (e.g., charity, awareness, fundraising), custom or niche merch (e.g., influencer merch, local business merch), or specific product queries.-bonfire_list_categoriesList the main Bonfire shopping and browsing categories. Use this when the user wants to browse Bonfire, explore the store, see available shopping categories, discover campaign or apparel themes, or start shopping without naming a specific product, design, or campaign.-bonfire_list_campaigns_by_categoryUse this when the user wants to browse Bonfire campaigns, products, or merch within a specific category, theme, or cause. This is best for requests about shopping or browsing within categories like pets, nonprofit, fundraising, social justice, podcast, influencer, awareness campaigns, or similar themes, including category-based requests for shirts, hoodies, or other apparel.-bonfire_fetch_campaignUse this when the user wants details about a specific Bonfire campaign page, design, or storefront after identifying a campaign by name, slug, or path. This is best for requests asking for campaign details, available products, prices, images, fundraising totals, sales counts, remaining time, end date, or beneficiary information for one specific campaign. Do not use this for broad browsing or keyword search across many campaigns.-Security Scan◆ passed · Aug 26
TLS & certificatenot run
Auth & scope handlingnot run
Prompt-injection risk in tool descriptionspass
Destructive or unbounded callsnot run
Rate limitingnot run
Personal data in responsesnot run
Is this your store? The 31 doesn’t tell you which searches failed.
Claim your listing and we’ll show you which searches came back empty or came back wrong.
Control how you appear
Fix the category, ships-to, catalog size, and logo agents read off this page.
Get told when it moves
An email when your score changes or a security scan flags something on your endpoint.
Not Your Store? Get Your Own Score.
We probe your endpoint or storefront and email you the score, the queries agents fail on, and what changes with enrichment, Free, no meeting.
