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Analog-Labs

Firestarter MCP Server

by Analog-Labs

firestarter_market_preview

Read-only

Preview a community market before joining. Enter a share code or handle to see the community's name, tagline, and curated product picks, then decide whether to join or buy directly.

Instructions

Preview a community market BEFORE joining — read-only, no join. Given a share code or vanity handle, returns what a signed-out visitor sees on firestarter.network/m/: the community name, tagline, and its curated shelf (the owner's product picks, each with a listing_id you can buy via firestarter_execute). Use this WHENEVER a buyer pastes a market code/link or asks 'what is this community / what do they recommend' before committing — show the picks, then let them choose to join (firestarter_join_market) or just buy a pick. Preview first so the buyer sees the picks before choosing to join. IMPORTANT framing: JOINING itself gives the buyer no automatic discount or cashback — their price is unchanged and the community earns a share of Firestarter's platform fee at no extra cost to the buyer, never from the seller's payout; the buyer's benefit is curation and supporting the community. A community MAY separately fund drops (real discounts the buyer claims before checkout) and reward members with tiered early access — surface those when present, but never imply that joining alone grants a discount.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYesThe community's share code or vanity handle (e.g. the <code> in firestarter.network/m/<code>).
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description goes beyond annotations by explaining the read-only nature ('signed-out visitor'), the exact output (name, tagline, curated shelf), and how to use the returned listing_id. It also discloses the nuanced economics of joining and tips on surfacing drops/tiers correctly. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is lengthy but each paragraph earns its place, covering purpose, workflow, and important caveats. Slight redundancy ('Preview first' repeated) prevents a 5, but structure is clear with a logical flow.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description fully explains return content (name, tagline, curated shelf) and how to act on it (buy or join). It also covers edge cases like drops and tiered early access, making it complete for the tool's complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and the schema description already explains the 'code' parameter as a share code or vanity handle. The description reinforces this but adds no new parameter semantics beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: preview a community market before joining, returning visible community details. It distinguishes from siblings by mentioning 'buy via firestarter_execute' and 'join (firestarter_join_market)', and from generic firestarter_preview by specifying market context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says WHEN to use ('whenever a buyer pastes a market code/link or asks what is this community'), and gives alternatives (join_market, execute) and a workflow ('Preview first'). It also provides important framing guidance about not implying discounts from joining alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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