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raumnebenan

Get stories by category

get_stories_by_category
Read-onlyIdempotent

Lists the published stories of one category with their nested articles (slug, title, summary, dates, and URLs). category must be one of: foundation, sense, focus, discover, deliver. Use this tool when exploring articles within a known Product Thinking category.

Input Schema

NameRequiredDescriptionDefault
categoryYesThe category to fetch stories for. Must be one of: foundation, sense, discover, focus, deliver.

Output Schema

NameRequiredDescriptionDefault
dataYes
sourceYes
retrieved_atYes
copyright_holderYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedOutput schema / properties / data / properties / next_page
      Added value: +{
      +  "description": "The next page number; absent on the last page.",
      +  "minimum": 2,
      +  "type": "integer"
      +}
    • addedOutput schema / properties / data / properties / page
      Added value: +{
      +  "description": "The returned page (1-based).",
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • addedOutput schema / properties / data / properties / per
      Added value: +{
      +  "description": "Items per page.",
      +  "minimum": 1,
      +  "type": "integer"
      +}
  2. Changed1 schema field changed
    • addedInput schema / properties / category / minLength
      Added value: +1
  3. Changed6 schema fields changed
    • addedInput schema / properties / category / maxLength
      Added value: +50
    • addedOutput schema / properties / copyright_holder
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / data
      Added value: +{
      +  "properties": {
      +    "stories": {
      +      "description": "The list of stories.",
      +      "items": {
      +        "properties": {
      +          "articles": {
      +            "description": "Articles in this story.",
      +            "items": {
      +              "properties": {
      +                "article_slug": {
      +                  "type": "string"
      +                },
      +                "article_uuid": {
      +                  "format": "uuid",
      +                  "type": "string"
      +                },
      +                "category": {
      +                  "type": "string"
      +                },
      +                "story_slug": {
      +                  "type": "string"
      +                },
      +                "summary": {
      +                  "type": "string"
      +                },
      +                "title": {
      +                  "type": "string"
      +                }
      +              },
      +              "required": [
      +                "article_slug",
      +                "article_uuid",
      +                "title"
      +              ],
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "category": {
      +            "type": "string"
      +          },
      +          "last_story_update": {
      +            "format": "date-time",
      +            "type": "string"
      +          },
      +          "original_publishing_date": {
      +            "format": "date-time",
      +            "type": "string"
      +          },
      +          "source_url": {
      +            "format": "uri",
      +            "type": "string"
      +          },
      +          "story_slug": {
      +            "type": "string"
      +          },
      +          "story_uuid": {
      +            "format": "uuid",
      +            "type": "string"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "title": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "original_publishing_date",
      +          "last_story_update",
      +          "title",
      +          "summary",
      +          "story_slug",
      +          "source_url"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "total": {
      +      "description": "The total number of stories.",
      +      "minimum": 0,
      +      "type": "integer"
      +    }
      +  },
      +  "required": [
      +    "total",
      +    "stories"
      +  ],
      +  "type": "object"
      +}
    • addedOutput schema / properties / retrieved_at
      Added value: +{
      +  "format": "date-time",
      +  "type": "string"
      +}
    • addedOutput schema / properties / source
      Added value: +{
      +  "type": "string"
      +}
    • changedOutput schema / required
      Previous value: -[]New value: +[
      +  "source",
      +  "copyright_holder",
      +  "retrieved_at",
      +  "data"
      +]
  4. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description adds little there. It does clarify that only 'published' stories are returned and that articles are nested, but it says nothing about ordering, pagination, or behavior for a category with no stories.

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 tight sentences with the core purpose front-loaded and the usage note second. The only waste is the re-listing of the enum values, which the schema already contains.

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?

With a rich annotation set, a fully described enum parameter, and an output schema covering return values, the description supplies everything an agent needs to select and call it. A bit more routing guidance against the nine sibling list/search tools would make it fully 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 coverage is 100% and the single enum parameter is fully documented in the schema itself. The description merely repeats the same five allowed values, adding no syntax, format, or semantic meaning beyond what the schema already provides, so 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?

The description gives a specific verb and resource ('Lists the published stories of one category') and even enumerates the nested article fields returned. It implicitly separates itself from siblings like list_stories (all stories) or get_articles_by_tag, though it never names an alternative to make the distinction airtight.

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?

It states a clear usage context: 'Use this tool when exploring articles within a known Product Thinking category.' That is a usable trigger condition, but it gives no exclusions and never says when to prefer get_articles_by_tag, list_articles, or list_stories instead.

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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