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get_catalog_context

Read-onlyIdempotent

Return the filterable aicoolies catalog index. Equivalent to GET /api/agents/context. Optional category slug, include list, and compact slug-only mode.

Input Schema

NameRequiredDescriptionDefault
compactNoIf true, return slugs only
includeNoComma-separated collections: tools,comparisons,reviews,stacks (deprecated, always empty),use_cases,categories,tags
categoryNoCategory slug, for example ai-native-ides

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / include / description
      Previous value: -"Comma-separated collections: tools,comparisons,reviews,stacks,use_cases,categories,tags"New value: +"Comma-separated collections: tools,comparisons,reviews,stacks (deprecated, always empty),use_cases,categories,tags"
  2. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive, and closed-world, so the safety profile is covered. The description adds the endpoint equivalence and the nature of the return (a filterable catalog index), but says nothing about pagination, size, auth requirements, or rate limits.

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?

Two short sentences, front-loaded with the purpose and followed by the parameter overview. There is no filler, though the second sentence largely duplicates information already present in the schema.

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?

For a read-only tool with no output schema, the description gives a high-level sense of the return ('catalog index', 'slugs only') but never describes the index's shape or contents. The schema's include list partially compensates, leaving the description adequate but not complete.

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 schema already documents all three optional parameters with examples and collection lists. The description merely restates them ('optional category slug, include list, and compact slug-only mode') without adding syntax or behavioral nuance beyond 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?

The description states a specific verb and resource ('Return the filterable aicoolies catalog index') and adds an API endpoint equivalence, so the agent knows exactly what it fetches. It does not explicitly differentiate itself from the similar-sounding sibling get_catalog_meta, but the 'index' framing is reasonably distinguishing.

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, no when-not-to-use conditions, and no mention of alternatives such as search_tools or get_catalog_meta. The description lists optional parameters but gives the agent no routing logic.

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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