Skip to main content
Glama

INITE Atlas

Compare AI tools on verified prices

atlas_compare
Read-onlyIdempotent

Preview a price comparison of 2-5 Atlas tools for a usage scenario, computed without a model from plan editions checked against the vendors' own pricing pages. First category: AI transcription (seats, minutes a month, required capabilities). Returns per tool the cheapest fitting verified plan, or why there is none (unknown, ineligible, contact sales, stale) - unknown is never shown as missing or free. Nothing is saved; atlas_dataset_create keeps it for a website. Free; sixty a day per address.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryNo
requiredNo
scenarioYes
productIdsYesAtlas domains, e.g. "otter.ai"; resolve names with atlas_search first.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes
coverageNo
freshnessNo
rulesVersionNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior5/5

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

Annotations only cover safety (readOnly/idempotent/non-destructive); the description adds far more: results are computed without a model from verified vendor pricing pages, 'unknown is never shown as missing or free', nothing is saved, and there is a rate limit of sixty per day per address. That is substantial disclosure beyond the structured fields.

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?

Front-loads the core action and packs a lot into a compact block, with no filler sentences. It is dense rather than wasteful, though the return-value detail is slightly long given an output schema exists.

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 comparison tool with an output schema and full safety annotations, the description covers the remaining unknowns an agent needs: determinism, rate limit, non-persistence, and how unresolved plans are represented. Nothing essential is missing.

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 only 25%, so the description must carry more weight; it maps 'seats, minutes a month, required capabilities' to the scenario fields and implies the 2-5 tool count, but says nothing about billing, currency, or longestRecording. It partially compensates for the coverage gap but leaves documented-by-neither parameters.

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?

States a concrete verb and resource ('Preview a price comparison of 2-5 Atlas tools for a usage scenario') and narrows scope to the first category, AI transcription. It is instantly distinguishable from the dataset/publish siblings it lives among.

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?

Explicitly frames itself as a non-persistent preview and routes persistence to atlas_dataset_create, and the schema adds 'resolve names with atlas_search first'. It gives clear context but no explicit when-not-to-use conditions beyond the persistence split.

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.