Skip to main content
Glama

Search stepcode's how-to pages

search_howto_pages
Read-only

Filter the how-to index by analysis family, tool, vertical, and/or a case-insensitive text query against title, analysis name, intro, problem statement, and step operations (with practitioner-synonym coverage, e.g. attrition/turnover/churn, logistic regression/classifier, power bi/dax, diversity/simpson/blau). All filters are optional and combine with AND; call with no arguments to get every page (same as list_howto_pages).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toolNoTool slug, e.g. excel, sheets, r, python, sql, dax.
queryNoCase-insensitive text query against title, analysis name, intro, problem statement, and step operations.
verticalNoVertical slug, e.g. hr.
analysisSlugNoAnalysis family slug, e.g. flight-risk-predict-which-employees-will-resign.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countYes
pagesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / query / description
      Previous value: -"Case-insensitive substring match against title + analysis name."New value: +"Case-insensitive text query against title, analysis name, intro, problem statement, and step operations."
  2. First observed

TDQS

A4.7/5.0
Behavior5/5

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

Annotations already mark this as read-only and non-destructive, and the description adds meaningful behavior: all filters are optional and AND-combined, the query is case-insensitive, and it includes practitioner-synonym expansion with concrete examples. There is no conflict with annotations.

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?

Two dense sentences deliver all essential information with no filler. The primary filtering action and dimensions are front-loaded, and the synonym examples and no-argument equivalence are compact and useful.

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?

For a read-only search tool with four optional parameters, an output schema, and sibling comparison, the description covers filters, combination logic, synonym behavior, and the empty-argument case. No critical operational detail seems 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 100%, so the parameters are already documented individually. The description adds cross-parameter semantics that the schema does not, namely AND combination, optionality, case-insensitive matching, synonym coverage, and the effect of no arguments.

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 states a precise action—filter the how-to index—and lists the filtering dimensions: analysis family, tool, vertical, and text query. It distinguishes itself from list_howto_pages by noting that a no-argument call returns every page, and from get_howto_page by targeting the index rather than a single page.

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?

It explains when the tool is appropriate: filtering by optional criteria, with AND combination, and explicitly notes the no-argument case is equivalent to list_howto_pages. It stops short of explicitly instructing when to choose get_howto_page over this tool, though the sibling names make that distinction inferable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources