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Magpie

Rising on GitHub

magpie_rising
Read-onlyIdempotent

Repos gaining the most stars, with the opening of each README and the posts, videos and threads that mentioned them that day.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateNoEdition date as YYYY-MM-DD (US Central). Omit for the latest edition.
limitNo
windowNonew = repos created in the last ten days.day
ai_onlyNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent and non-destructive behavior, so the safe-read profile is covered. The description adds useful content context (that the response includes README openings and social mentions), but says nothing about auth, rate limits, or default filtering (ai_only defaults true, limit defaults 15), which materially affects results.

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?

A single front-loaded sentence identifying the ranked resource, with no filler. It is dense but not redundant.

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?

No output schema exists, so the description must carry return-value meaning; it does describe the payload contents reasonably. However, it omits parameter behavior for half the inputs and gives no guidance on edition/date semantics versus siblings, leaving gaps for a 4-parameter tool.

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

Parameters2/5

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

Schema description coverage is only 50%: 'limit' and 'ai_only' have no descriptions in either schema or prose. The description does not compensate, and it merely implies the daily window without explaining the window enum or the ai_only filter behavior.

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

Purpose4/5

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

States a specific verb+resource: repos gaining the most stars on a given day, and specifies the return content (README openings, posts, videos, threads). An agent can tell it apart from a generic search tool, though no sibling is named for contrast.

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

Usage Guidelines2/5

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

There is no when-to-use guidance and no comparison against the six sibling tools (e.g. magpie_today, magpie_search, magpie_editions). The agent must infer that this is a trend-ranking feed rather than something to look up explicitly.

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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