F
licenseNot graded
qualityD
maintenanceEnables AI agents to browse product catalogs, search products with filters, and initiate checkouts, generating order summaries and checkout URLs.
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Firestarter MCP Server
by Analog-Labs
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TDQS
A3.7/5.0
Scored across 89 tools
Disambiguation3/5
Long descriptions do a lot of work to separate closely related tools, but several names genuinely overlap in purpose: firestarter_execute vs firestarter_preview, firestarter_list vs firestarter_listings, firestarter_watch vs firestarter_watches, and the family of firestarter_*drop* tools. An agent could easily pick the wrong one without carefully reading the detailed descriptions.
Naming Consistency3/5
Most tools follow a clear firestarter_verb_noun pattern, but there are many exceptions: bare verbs (check, execute, reprice), plain nouns (status, receipt, payouts), and confusing singular/plural pairs (watch/watches, list/listings, my_market/my_markets). No camelCase or other conventions, so it's still readable, but the pattern is far from uniform.
Tool Count1/5
At 89 tools, this is an extreme count for any single server. Even a multi-faceted marketplace platform would be better split into buyer, seller, and community-focused servers. The sheer volume makes it hard for an agent to navigate and select efficiently.
Completeness4/5
The tool surface is remarkably complete across buyer purchasing, seller fulfillment, community markets, drops, wallets, and payments. Minor gaps exist—there is no address update/delete, no seller response to reviews, and no explicit tool to update a saved address—but these are edge cases agents can work around.
Maintenance
ActivityActive
ResponsivenessWithin a week