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Stack Gems

Search developer tools

search_gems
Read-onlyIdempotent

Search the Stack Gems catalog of reviewed developer tools. Matches name, tagline, verdict, Catch, subcategory and tags. Filters combine with AND. Returns verdict and the first sentence of the Catch for each hit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagNoComma list of tags, all must match (see list_categories), e.g. "mcp,self-host"
sortNocurated = free/OSS firstcurated
limitNo
queryNoFree text, e.g. "postgres backup" or "browser automation"
pricingNo
categoryNo
subcategoryNoSubcategory slug or label, e.g. "coding-agents"

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already establish readOnlyHint, idempotentHint, and closed-world scope, so the safety profile is covered. The description adds genuinely non-annotated behavior: filters compose with AND, and specifically what each hit returns (verdict plus the first sentence of the Catch). It omits pagination/limit behavior and ordering semantics, keeping it short of a 5.

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?

Three short sentences, front-loaded with the purpose and immediately followed by matching behavior and return shape. No filler, though the domain-specific term "Catch" is used without definition.

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

Completeness4/5

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

With 7 optional parameters, no output schema, and no required fields, the description usefully covers both what gets searched and what comes back. It could say more about limiting/paging results and default sort behavior, but nothing critical to a correct call is missing.

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

Parameters4/5

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

Schema coverage is 57%, so the description must carry some load, and it does: it enumerates the fields query matches against (name, tagline, verdict, Catch, subcategory, tags) and explains that filter parameters combine with AND, which the schema does not state. Sorting semantics and pricing/category interplay are left to the schema.

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 (Search) and resource (the Stack Gems catalog of reviewed developer tools), plus the fields matched. It does not name or differentiate itself from siblings like best_for, get_alternatives, get_gem, or list_categories, so an agent must infer the boundary from the verb alone.

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?

The description says filters combine with AND but never states when to use this tool versus get_gem, get_alternatives, or best_for, nor any prerequisites or exclusions. Usage is only implied by the name and verb.

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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