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Recipe Discover

recipe_discover
Read-only

Browses installable community SKILLS — ready-made LMCP workflows other people published (a morning brief, inbox triage, a weekly report). A user would browse them to find a ready-made workflow for a repeatable multi-app task instead of building it from scratch. Returns a list of {id, title, category, description, steps, votes}; install one with recipe_install(id).

Input Schema

NameRequiredDescriptionDefault
categoryNoOptional filter hint shown to the user; the catalog is small so all skills are returned.

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "type": "object"
      +}
  2. Added

TDQS

A3.9/5.0
Behavior4/5

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

The annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds real context beyond that: the catalog is community-published third-party content and installation is a separate mutating step via recipe_install. It does not discuss pagination or whether results can be stale.

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 definition, then usage, then the next action — a sensible ordering. The concrete examples ('a morning brief, inbox triage, a weekly report') earn their space, but the second sentence restates 'ready-made' already established in the first, costing a little redundancy.

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 discovery tool with an output schema, full parameter coverage and complete safety annotations, the description covers purpose, rough return shape and the follow-up action. The one real gap is that it never positions itself against recipe_list/recipe_get in a very crowded recipe_* sibling set.

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% and the single 'category' parameter is fully documented in the schema, including the important caveat that it is only a filter hint and everything is returned. The description says nothing about the parameter, so it does not add meaning beyond the schema — the baseline 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 and resource ('Browses installable community SKILLS') and qualifies the resource as third-party published workflows, which implicitly separates it from the rest of the recipe_* family. However, it never names the closest sibling (recipe_list), so an agent must infer the community-vs-own distinction rather than being told.

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?

Gives a clear use scenario ('a repeatable multi-app task instead of building it from scratch') and explicitly routes forward: 'install one with recipe_install(id).' It does not state when to prefer recipe_list or recipe_get instead, so the family-level selection guidance is incomplete.

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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