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Glama

Explore trending topics

trending
Read-only

List currently trending repositories or stories from GitHub or Hacker News when the user asks what is popular now.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_resultsNoMaximum number of trending items to return
search_serviceYesPlatform whose trending items should be returnedgithub

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already establish read-only, non-destructive, open-world behavior. The description adds useful context beyond that: the tool returns ephemeral, current trending items from two specific platforms. It does not discuss rate limits or failure modes, but the annotations lower the burden and the description is consistent with them.

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

Conciseness5/5

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

The description is a single sentence that front-loads the core action and object, then adds the usage trigger. Every phrase earns its place; there is no redundant or filler content.

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 tool has a rich annotation set, fully documented parameters, and an output schema, so the description does not need to explain return values or safety semantics. The description covers the essential context—what is listed and when to use it—making it complete for an agent to select and invoke correctly.

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 description coverage is 100%, so the parameters are already fully documented with types, defaults, ranges, and enums. The description adds no additional parameter-level detail; it only reinforces the platform concept already present in the schema. Baseline 3 is appropriate.

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 uses a specific verb ('List') and names the exact resources ('trending repositories or stories from GitHub or Hacker News'). It clearly distinguishes this tool from the sibling tools by scoping to trending/popular content rather than general news, search, or crawling.

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

Usage Guidelines4/5

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

The description explicitly states the trigger condition: 'when the user asks what is popular now.' This gives clear when-to-use context, though it does not explicitly mention when not to use the tool or directly contrast it with sibling alternatives.

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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TDQS

A4.1/5.0
Disambiguation3/5

Search and news both return current web content, so an agent may struggle to choose between them for a news-related query. Search and trending also overlap on popularity/current interest, though crawl and sitemap are clearly distinct.

Naming Consistency4/5

All tool names are single lowercase words, giving a clean and uniform style. The set mixes verbs (crawl, search), nouns (news, sitemap), and a gerund (trending), so it is not perfectly pattern-based but remains predictable.

Tool Count5/5

Five tools is an appropriate size for a search and information retrieval server. Each tool covers a meaningful retrieval need and none feel redundant or unnecessary.

Completeness5/5

The set covers general search, news search, full-page extraction, site discovery, and trending queries, forming a coherent research workflow. Search results can be passed to crawl for deeper retrieval, so there are no obvious dead ends.