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okfindex

Favorite bundles

favorite_bundles
Read-onlyIdempotent

Search your favorite bundles. Requires a personal account. Private to the personal account. Up to 200 favorites. No bundle content is copied. Responses use private, no-store.

Input Schema

NameRequiredDescriptionDefault
qNoFree text over name, tagline, description and origin identifier.
repoNoOnly bundles of one repository, `owner/repo` (case-insensitive).
sortNoResult order: arrival, last content change, name or repository stars.recent
typeNoType declared by the root, not the types of every concept. Up to 5 comma-separated values, 40 characters each.
limitNoBundles per page, at most 100.
offsetNoHow many bundles to skip. Use `next_offset` from the previous response; the list ends at 1000.
originNoProvenance: found by the GitHub sweep, or submitted by a domain.
conceptNoText in the indexed root content, including listed concept names and summaries (first 1000 characters); up to 80 characters.
licenseNoRepository license. Up to 5 comma-separated values, 40 characters each.
versionNoOnly bundles declaring one of these `okf_version` values; comma-separated, up to 5.
conceptsNoNumber of entries listed by the root. Up to 5 comma-separated bands: 0,1-5,6-20,21-100,101+.
languageNoOnly bundles whose repository language is one of these; comma-separated, up to 5 (GitHub bundles).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added
  2. Removed
  3. 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, idempotentHint and destructiveHint=false, so the safety profile is covered. The description adds genuinely non-derivable behavior: the 200-favorite cap, that no bundle content is copied, that results are private to the personal account, and that responses use private, no-store caching.

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?

Six short sentences with the core action ('Search your favorite bundles') front-loaded and no filler. The telegraphic style is dense but every clause carries a distinct constraint (account, privacy, cap, no-copy, cache).

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, 12-parameter search tool with 100% schema coverage and no output schema, the description covers the account/privacy prerequisites and the caching behavior an agent would not otherwise know. Only the relationship to search_bundles and the favorite-management siblings is left unstated.

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?

All 12 parameters carry full schema descriptions (coverage 100%), including enums, limits and pagination semantics, so the schema already does the heavy lifting. The description adds nothing about parameter usage, so the baseline of 3 applies.

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 a clearly scoped resource ('your favorite bundles'), which implicitly separates it from the sibling search_bundles that searches all bundles. It does not name the sibling explicitly, so the distinction is inferable rather than stated, but the 'favorite' qualifier is a real scope delimitation.

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?

It states a prerequisite ('Requires a personal account') and a scope constraint ('Private to the personal account'), which is useful context. However, it never says when to choose this over search_bundles or how it relates to favorite_ids/save_favorite/remove_favorite, so the agent must infer the selection criteria.

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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