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Trending Repository Tracker — new GitHub repo discovery ($0.01/query)

data_preview

Read-onlyIdempotent

✅ No API key needed. Listing: ghtrend: fast-growing new GitHub repositories. Price 0.01 USDC/query (max 20 queries/session). Sample questions: What are the fastest-growing new GitHub repositories this week?; Which new GitHub repos created in the last 24 hours are gaining stars?. FREE preview — no key, no payment. Try one of the sample questions now.

Input Schema

NameRequiredDescriptionDefault
slugNoPublic listing slug. Defaults to the routed session's listing when connected via /mcp/data/{slug}/http.
questionNoOptional free-text question you'd ask this data (echoed back).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds useful operational facts (no API key, no payment, max 20 queries/session), but the embedded 'Price 0.01 USDC/query' line sits ambiguously next to 'FREE preview' and can leave an agent unsure whether this specific call incurs cost.

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

Conciseness2/5

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

The text is marketing copy rather than a tool spec: emoji, a duplicated no-key/no-payment claim, a call-to-action, and pricing/rate-limit details interleaved with a single-listing example. The actual purpose is not front-loaded and the reader must parse past promotional filler to learn what the call does.

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

Completeness3/5

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

With zero required parameters and a fully described schema this is a simple tool, but there is no output schema, so the description should say what a preview returns (the schema blurb's 'public metadata only' never appears in the description). An agent knows it is free and safe but not what payload to expect.

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%, so both optional parameters (slug, question) are already documented, including the routing default for slug. The sample questions give a flavor of what 'question' accepts, but no additional semantics or constraints are added beyond the schema, so the baseline of 3 applies.

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

Purpose3/5

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

The description names a concrete data source ('ghtrend: fast-growing new GitHub repositories') and calls itself a 'FREE preview', but it never states the verb clearly — that this tool returns a sample of a listing's public metadata. The single-listing example also muddies whether the tool is generic or specific to ghtrend, making it hard to distinguish from siblings like data_session_query.

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

Usage Guidelines3/5

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

'Try one of the sample questions now' and 'FREE preview — no key, no payment' imply this is the zero-commitment step before paying for a session, but the description never names data_session_open or data_session_query as the paid alternatives, nor states when a preview is sufficient versus when to escalate.

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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