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find_extensions

Read-only

Browse every OpenAPI x- specification extension harvested across the catalog, with the provenance the OpenAPI Initiative registry does not carry: who publishes it, in how many documents, where in the document it appears, and what shape the value takes. Search by key or purpose; sort by occurrences.

Input Schema

NameRequiredDescriptionDefault
qNoFree text matched against name and description, e.g. "payments".
pageNoPage number, 1-based (default 1).
sortNoOrder: occurrences or documents (largest first), or name, e.g. "occurrences".
limitNoResults per page, 1-100 (default 25).
contextNoOptional: one sentence on why you are asking. Never used to rank; read only if a result is wrong.
include_pipelineNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / include_pipeline
      Added value: +{
      +  "type": "boolean"
      +}
  2. Changed2 schema fields changed
    • changedInput schema / properties / context / description
      Previous value: -"Optional: why you are asking. One sentence — the task you are trying to complete, or what you expect to get back. Never included in the answer and never used to rank; it is read only when a result turns out to be wrong, which is when knowing the intent is what makes the report actionable."New value: +"Optional: one sentence on why you are asking. Never used to rank; read only if a result is wrong."
    • changedInput schema / properties / page / description
      Previous value: -"Page number, 1-based (default 1). Use with `limit` to walk a long list."New value: +"Page number, 1-based (default 1)."
  3. Changed4 schema fields changed
    • addedInput schema / properties / limit / description
      Added value: +"Results per page, 1-100 (default 25)."
    • addedInput schema / properties / page / description
      Added value: +"Page number, 1-based (default 1). Use with `limit` to walk a long list."
    • addedInput schema / properties / q / description
      Added value: +"Free text matched against name and description, e.g. \"payments\"."
    • addedInput schema / properties / sort / description
      Added value: +"Order: occurrences or documents (largest first), or name, e.g. \"occurrences\"."
  4. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered; the description adds real value beyond that by disclosing what the results carry — publisher, document counts, position in the document, value shape — and framing it against the OpenAPI Initiative registry. Pagination behavior is left to the schema, which is acceptable.

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?

Short two-sentence structure that leads with the resource and the provenance value proposition, then the control knobs. The first sentence is long but every clause carries information; nothing is redundant.

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?

For a read-only search tool with no output schema, the description usefully stands in for return-value documentation by enumerating the result fields. The only real hole is the undocumented `include_pipeline` flag, which an agent cannot reason about from any available field.

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 83%, so the schema baseline is 3; the description reinforces that `q` matches key or purpose and that `sort` accepts occurrences, but adds no syntax or default detail beyond the schema. `include_pipeline` has no description in either the schema or the description, leaving one parameter unexplained.

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 and resource: browsing OpenAPI `x-` specification extensions harvested across the catalog, with the scope made explicit ('every'). It differentiates from get_extension implicitly (browse/list vs. fetch one) but never names the sibling, so the distinction is inferable rather than stated.

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

Usage Guidelines3/5

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

'Search by key or purpose; sort by occurrences' hints at how to drive the tool, but there is no explicit when-to-use-it vs. get_extension guidance and no stated prerequisites or exclusions. An agent can guess this is the discovery/list counterpart to get_extension, but the description doesn't say so.

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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