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Analog-Labs

Firestarter MCP Server

by Analog-Labs

firestarter_discover_markets

Read-only

Discover public community markets available to join, including names, taglines, URLs, join codes, and social proof. See what communities exist and choose one to support.

Instructions

Browse public community markets a buyer can join (the 'Discover communities' list): each one's name, tagline, community URL/handle, join code, and social proof (members, orders driven). Use when a buyer asks what communities exist, wants to find one to support, or says 'discover community markets'. To see a specific community's curated shelf use firestarter_market_preview; to join one use firestarter_join_market with its code. Read-only, public — no sign-in needed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax communities to return (default 12, max 24).
Behavior4/5

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

Annotations already indicate read-only, open-world, and non-destructive behavior. The description reinforces this and adds 'no sign-in needed', which is not in annotations, providing extra clarity about no authentication requirement.

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 concise and front-loaded with the main purpose, followed by usage guidance and alternatives. It avoids unnecessary fluff and maintains a clear structure.

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?

The description is complete for a read-only list tool: it specifies what it returns, when to use it, how it differs from related tools, and its side-effect-free nature. No output schema exists, so no return-value explanation is required.

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?

The input schema has full coverage with a descriptive parameter 'limit' (max communities, default, max). The tool description does not mention the parameter, but since schema coverage is high, the baseline of 3 is appropriate; no additional meaning is needed.

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: browsing public community markets a buyer can join, and enumerates the returned fields. It also distinguishes from sibling tools by explicitly naming firestarter_market_preview and firestarter_join_market for alternative actions.

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?

It explicitly states when to use the tool ('Use when a buyer asks what communities exist...') and provides clear alternatives for related actions, making the usage conditions explicit.

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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