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mcp-bbc-goodfood

mcp-bbc-goodfood

CI npm licence MIT

BBC Good Food의 레시피를 읽는 MCP 서버입니다. 읽기 전용이며, API 키도 계정도 필요 없습니다.

Version française


왜 존재하는가

BBC Good Food는 검색 패싯(facet)에 어떤 값이든 받아들이고, 모르는 값에는 총 0개로 답합니다. gluten-free 대신 glutenfree를 요청하면 사이트는 올바른 철자에 48개의 레시피가 일치한다고 말할 때와 같은 확신으로 아무것도 일치하지 않는다고 말합니다. 철자를 추측하는 모델은 거절 대신 확신에 찬 부재를 받게 됩니다.

이 서버는 어휘를 공개하여 질문을 제대로 할 수 있게 합니다.

Related MCP server: mcp-cookbook

도구

list_filters

레시피 검색을 좁힐 수 있는 축(axis)과 각 축이 취하는 값, 그리고 그 값을 가진 레시피 수를 나열합니다.

인자

유형

의미

query

문자열, 선택

이 검색 내에서 개수를 측정합니다. 생략하면 사이트 전체 목록을 기준으로 합니다.

사이트는 검색이 반환한 행(row)에 대해 패싯을 계산하므로, 두 답변은 서로 다른 질문에 답합니다. chicken 내에서 diet는 gluten-free 48을 보고합니다. 전체 목록에서는 gluten-free 2810을 보고합니다. 둘은 서로 비교할 수 없으며, 답변은 측정한 범위를 명시합니다.

{
  "query": "chicken",
  "filters": [
    {
      "name": "diet",
      "label": "Diets",
      "options": [{ "value": "gluten-free", "label": "Gluten-free", "count": 48 }],
      "option_count": 10
    }
  ],
  "filter_count": 9,
  "total_available": 363,
  "total_is_ceiling": false,
  "rows_seen": 30,
  "matched_rows": 30,
  "source": "BBC Good Food",
  "notes": ["…"]
}

답변이 과장을 거부하는 것들

공개된 값은 요약 목록입니다. 사이트는 한 축에서 가장 빈번한 열 개의 값을 보여주고, 나열하지 않는 다른 값도 받아들입니다: cuisine=mexican은 열 개에 나타나지 않으면서 검색을 306개 레시피로 좁힙니다. 답변은 목록을 허용된 값의 집합이라고 부르지 않고 발췌라고 말합니다. 그렇게 부르는 서버는 실제로 작동하는 값을 거부하게 되기 때문입니다.

총계는 하한선일 수 있습니다. 사이트는 한 검색에 최대 10,000행을 제공하고 거기서 멈춥니다. 정확히 그 숫자에 떨어지는 총계는 잘린 것이므로, 개수가 아닌 하한선을 명시하며 total_is_ceiling이 이를 알려줍니다.

사이트가 아무것도 게시하지 않은 개수는 null이지 0이 아닙니다. 0에서 시작하는 척도에서는 둘을 구분할 수 없습니다.

사이트는 보유한 것이 없는 용어에도 모두 같은 행으로 답합니다. foobar를 검색하면 일곱 개의 레시피가 반환됩니다 — 그중에는 대황 피즈(rhubarb fizz)와 플랩잭 바(flapjack bar)도 있습니다 — 조각(fragment)으로 일치하며, 답변이 실패라는 표시는 없습니다. 따라서 모든 답변은 rows_seen과 matched_rows를 보고합니다: 사이트가 제공한 행 수와 그중 검색어를 포함하는 행 수입니다. 두 번째가 0이고 첫 번째가 0이 아닐 때, 개수가 일치한 것이 아니라 사이트가 제공한 것을 설명한다는 메모가 붙습니다.

판결 대신 두 개의 개수. 합법적인 검색이 어떤 제목에도 없을 수 있으며, 30개 중 2개를 보는 독자는 대신 판단해주는 플래그보다 더 잘 판단합니다.

설치

npx mcp-bbc-goodfood

Claude Code

claude mcp add bbc-goodfood -- npx -y mcp-bbc-goodfood

모든 MCP 클라이언트

{
  "mcpServers": {
    "bbc-goodfood": {
      "command": "npx",
      "args": ["-y", "mcp-bbc-goodfood"]
    }
  }
}

컨테이너

docker build -t mcp-bbc-goodfood .
docker run -i --rm mcp-bbc-goodfood

컨테이너는 www.bbcgoodfood.com에만 접근하면 되고 다른 곳은 필요 없습니다. 자격 증명을 받지 않습니다. 받을 자격 증명이 없기 때문입니다.

설정

모든 설정은 환경 변수이며, 필수는 없습니다. 범위를 벗어난 값은 stderr에 한 줄로 거부되고 기본값이 유지됩니다: 적용될 수 없는 설정은 조용히 잘리는 대신 그렇게 말합니다.

변수

기본값

범위

BGF_USER_AGENT

—

자신의 식별자. 이 프로젝트의 것이 계속 추가되어 사이트가 사람에게 연락할 수 있습니다.

BGF_MIN_INTERVAL_MS

1500

1000~60000

BGF_TIMEOUT_MS

20000

1000~120000

BGF_MAX_RETRIES

3

0~8

BGF_CACHE_TTL_MS

900000

0~86400000, 0은 저장을 끕니다

BGF_CACHE_MAX_ENTRIES

200

1~5000

BGF_LOG_LEVEL

error

silent, error, info, debug

속도 하한선은 외부에서 낮출 수 없습니다. 사이트는 무료로 읽을 수 있고 크롤 지연을 게시하지 않으며, 이는 빠르게 해도 된다는 허가가 아니라 조심해야 할 이유입니다.

라이브러리로 사용

읽기 계층은 자체적으로 게시되며, 속도, 저장소, 오류 어휘를 갖추고 프로토콜은 붙어 있지 않습니다:

import { GoodFoodClient } from "mcp-bbc-goodfood/client";

오류

여섯 개의 코드, 그 이상도 이하도 아닙니다. 호출자는 메시지를 여는 코드에 따라 분기합니다.

코드

의미

not_found

사이트가 해당 주소에 아무것도 보유하지 않음

invalid_input

인자로 요청을 만들 수 없음

rate_limited

사이트가 이 클라이언트에 속도를 늦추라고 요청함. 무엇이 일치했는지는 말하지 않음

parse_failure

이 서버가 읽을 수 없는 형태로 답변이 도착함

network_error

요청을 완료할 수 없음

timeout

기한 내에 답변이 도착하지 않음

출처 표기

레시피, 제목, 개수는 BBC Good Food에 속합니다. 모든 답변은 출처를 담고 있으며, 독자에게 보여지는 목록은 사이트를 표시하고 페이지에 링크해야 합니다.

기여

CONTRIBUTING.md를 참조하세요. 테스트가 우선이며, 커버리지 하한선은 100%이고, 모든 것이 따르는 규칙은 서버가 데이터가 담고 있지 않은 것을 말하지 않는다는 것입니다.

MIT 라이선스.


mcp-bbc-goodfood (français)

BBC Good Food의 레시피를 읽는 MCP 서버입니다. 읽기 전용, API 키 없음, 계정 없음.

왜 존재하는가

BBC Good Food는 검색 패싯에 어떤 값이든 받아들이고, 모르는 값에 총 0으로 답합니다. glutenfree를 gluten-free 대신 요청하면 사이트는 올바른 철자에 48개의 레시피가 일치한다고 말할 때와 같은 확신으로 아무것도 일치하지 않는다고 답합니다. 철자를 추측하는 모델은 거절 대신 확신에 찬 부재를 받습니다.

이 서버는 어휘를 공개하여 질문을 할 수 있게 합니다.

도구

list_filters

레시피 검색이 좁혀질 수 있는 축을 나열하며, 각 축이 취하는 값과 그 값을 가진 레시피 수를 보여줍니다.

인자

유형

의미

query

문자열, 선택

이 검색 내에서 개수를 측정합니다. 없으면 사이트 전체 목록을 기준으로 합니다.

사이트는 검색이 반환한 행에 대해 패싯을 계산하므로, 둘은 다른 질문에 답합니다. chicken 내에서 diet는 gluten-free 48을 알립니다. 전체 목록에서는 gluten-free 2810을 알립니다. 둘 중 어느 것도 다른 것과 비교할 수 없으며, 답변은 측정한 범위를 말합니다.

답변이 과장을 거부하는 것들

공개된 값은 발췌입니다. 사이트는 한 축의 가장 빈번한 열 개의 값을 보여주고 나열하지 않는 다른 값도 받아들입니다: cuisine=mexican은 열 개에 나타나지 않으면서 검색을 306개 레시피로 좁힙니다. 답변은 목록을 허용된 값의 집합이라고 부르는 대신 발췌라고 말합니다. 그렇게 부르는 서버는 작동하는 값을 거부하게 되기 때문입니다.

총계는 하한선일 수 있습니다. 사이트는 한 검색에 최대 10,000행을 제공하고 거기서 멈춥니다. 정확히 그 숫자에 떨어지는 총계는 잘린 것이므로, 개수보다는 하한선을 말하며 total_is_ceiling이 이를 말합니다.

사이트가 게시하지 않은 개수는 null이며 0이 아닙니다. 0에서 시작하는 척도에서는 둘을 구분할 수 없습니다.

사이트는 아무것도 없는 용어에도 같은 행으로 답합니다. foobar를 검색하면 일곱 개의 레시피가 반환됩니다 — 그중 대황 피즈와 플랩잭 바 — 조각으로 일치하며, 답변이 실패임을 표시하는 것은 없습니다. 따라서 각 답변은 rows_seen과 matched_rows를 반환합니다: 사이트가 제공한 행 수와 그중 검색어를 포함하는 행 수. 두 번째가 0이고 첫 번째가 0이 아닐 때, 개수가 일치한 것이 아니라 사이트가 제안한 것을 설명한다는 메모가 붙습니다.

판결 대신 두 개의 개수. 합법적인 검색이 어떤 제목에도 없을 수 있으며, 30개 중 2개를 보는 독자는 그들을 위해 판단하는 플래그보다 더 잘 판단합니다.

설치

npx mcp-bbc-goodfood

Claude Code

claude mcp add bbc-goodfood -- npx -y mcp-bbc-goodfood

아무 MCP 클라이언트

{
  "mcpServers": {
    "bbc-goodfood": {
      "command": "npx",
      "args": ["-y", "mcp-bbc-goodfood"]
    }
  }
}

컨테이너

docker build -t mcp-bbc-goodfood .
docker run -i --rm mcp-bbc-goodfood

컨테이너는 www.bbcgoodfood.com에만 닿으면 되고 다른 곳은 필요 없습니다. 자격 증명을 받지 않습니다. 받을 것이 없기 때문입니다.

설정

각 설정은 환경 변수이며, 필수는 없습니다. 범위 밖의 값은 stderr에 한 줄로 거부되고 기본값이 유지됩니다: 적용될 수 없는 설정은 조용히 잘리는 대신 그렇게 말합니다.

변수

기본값

범위

BGF_USER_AGENT

—

자신의 식별자. 프로젝트의 것이 계속 추가되어 사이트가 사람에게 연락할 수 있습니다.

BGF_MIN_INTERVAL_MS

1500

1000~60000

BGF_TIMEOUT_MS

20000

1000~120000

BGF_MAX_RETRIES

3

0~8

BGF_CACHE_TTL_MS

900000

0~86400000, 0은 저장을 끕니다

BGF_CACHE_MAX_ENTRIES

200

1~5000

BGF_LOG_LEVEL

error

silent, error, info, debug

속도 하한선은 외부에서 낮출 수 없습니다. 사이트는 무료로 읽을 수 있고 크롤 지연을 게시하지 않으며, 이는 빨리 가도 된다는 허가가 아니라 조심해야 할 이유입니다.

라이브러리로

읽기 계층은 단독으로 게시되며, 속도, 저장소, 오류 분류를 갖추고 프로토콜은 붙어 있지 않습니다:

import { GoodFoodClient } from "mcp-bbc-goodfood/client";

오류

여섯 개의 코드, 그 이상도 없습니다. 호출자는 메시지를 여는 코드에 분기합니다.

코드

의미

not_found

사이트가 해당 주소에 아무것도 보유하지 않음

invalid_input

인자로 요청을 만들 수 없음

rate_limited

사이트가 이 클라이언트에 속도를 늦추라고 요청함. 무엇이 일치했는지는 말하지 않음

parse_failure

이 서버가 읽을 수 없는 형태로 답변이 도착함

network_error

요청을 완료할 수 없음

timeout

기한 내에 답변이 도착하지 않음

출처 표기

레시피, 제목, 개수는 BBC Good Food에 속합니다. 모든 답변은 출처를 담고 있으며, 독자에게 보여지는 목록은 사이트를 표시하고 페이지에 링크해야 합니다.

기여

CONTRIBUTING.md를 참조하세요. 테스트가 우선이며, 커버리지 하한선은 100%이고, 모든 것이 따르는 규칙은 서버가 데이터가 담고 있지 않은 것을 말하지 않는다는 것입니다.

MIT 라이선스.

Code

의미

not_found

사이트가 이 주소에 아무것도 가지고 있지 않음

invalid_input

인수가 요청을 생성할 수 없음

rate_limited

사이트가 속도를 늦추라고 요청함. 무엇이 일치하는지에 대해서는 아무것도 말하지 않음

parse_failure

이 서버가 읽을 수 없는 형태로 응답이 도착함

network_error

요청이 완료될 수 없음

timeout

시간 내에 응답이 도착하지 않음

출처 표시

레시피, 제목 및 계정은 BBC Good Food에 속합니다. 각 응답은 출처를 포함하며, 독자에게 표시되는 목록은 사이트를 표시하고 해당 페이지에 링크해야 합니다.

기여

CONTRIBUTING.md를 참조하세요. 테스트 우선, 100% 커버리지 기준, 그리고 모든 것을 지배하는 규칙: 서버는 데이터가 담고 있지 않은 것을 절대 말하지 않습니다.

MIT 라이선스 하에 배포됩니다.

Available Tools

4 tools
get_recipeRead a recipeA
Read-onlyIdempotent

Read one recipe on BBC Good Food: its ingredients, its steps, its times, its rating and its nutrition. Pass the 'id' a search_recipes row carries, which is the page's own path. A recipe behind the site's subscription comes back with everything except its ingredients and steps, and says so: its page on the site is where a subscriber reads it. The site writes many of its recipes twice, once for its own readers and once restated for readers in the United States, and 'unit_system' chooses which of the two to read.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesThe page's own path, as a search_recipes row carries it.
servingsNoPut the ingredients to this many people. Quantities are then recomputed by this server, not published by the site, and each line says so under 'scaling'.
unit_systemNoWhich of the site's own two renditions to read: 'metric' as it writes for its own readers, 'us' as it restates for readers in the United States. Both are the site's words. A recipe it restated nowhere comes back as it published it, said in 'unit_system' and in the notes.

Output Schema

ParametersJSON Schema
NameRequiredDescription
idYes
urlYesThe page. Show this when citing the recipe.
dietsYes
notesYes
stepsYesEmpty when the recipe sits behind the site's subscription.
titleYes
yieldYesWhat the ingredients were put to, and what they were put from.
authorYes
ratingYes1 to 5. Null when nobody has rated it.
sourceYes
premiumYesTrue when the recipe sits behind the site's subscription.
nutritionYes
difficultyYes
yield_textYesThe site's own wording, such as 'Serves 4 - 6'.
descriptionYes
ingredientsYesEmpty when the recipe sits behind the site's subscription.
unit_systemYesWhich of the site's two renditions this answer carries.
yield_countYesThe first whole number of that wording.
cook_minutesYes
prep_minutesYes
rating_countYes
nutrition_perYesThe site's own wording for the serving.
total_minutesYes

TDQS

A4.3/5.0
Behavior4/5

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

Beyond the readOnly/idempotent annotations, the description reveals that subscription recipes omit ingredients and steps but explicitly say so, and that many recipes exist in two regional renditions selected by unit_system. This is meaningful behavioral context that annotations alone don't provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, all informative, with the core purpose front-loaded. No redundant filler; each clause earns its place, including the paywall caveat and regional variant explanation.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single-recipe read operation with a full output schema and strong annotations, the description covers the key edge cases (paywall, regional variants) and the id provenance. Nothing essential for calling it correctly is missing.

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?

The schema already documents all three parameters in detail (100% coverage), including id's source and unit_system's meaning. The description adds no new parameter-level detail beyond restating id's origin and unit_system's role, so a baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Read') and resource ('one recipe on BBC Good Food') and enumerates the data fields returned (ingredients, steps, times, rating, nutrition). It clearly differentiates from siblings by focusing on a single recipe rather than searching, filtering, or scaling.

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?

Explicitly tells the agent to pass the 'id' that a search_recipes row carries, anchoring this tool to the search workflow. It also explains the subscription edge case and the unit_system choice, giving context for when these options matter, though it doesn't list explicit exclusions vs siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_filtersList the ways a search can be narrowedA
Read-onlyIdempotent

List the axes a recipe search can be narrowed along on BBC Good Food, with the values each one takes and how many recipes carry them. Pass 'query' to measure the counts inside one search, or leave it out for the site's whole listing. Read this before narrowing a search: the site accepts any value on a facet and answers one it does not know with a total of zero, so a guessed spelling comes back as a confident absence. The values listed are an excerpt of the most frequent ones, and the site accepts others that are not shown.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryNoA search to measure the counts inside. The site counts its facets over the rows a search returns, so a count without a query describes the whole listing instead.

Output Schema

ParametersJSON Schema
NameRequiredDescription
notesYes
queryYesThe search the counts were measured in, trimmed.
sourceYes
filtersYes
filter_countYes
total_availableYesRecipes the site says this scope holds. Null when it published no figure.
total_is_ceilingYesTrue when the total sits on the largest number of rows one search will serve, so it states a floor rather than a count.

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, and the description adds meaningful behavioral detail beyond that: the site returns zero for any unknown facet value, so a guessed spelling looks like a confident absence. It also discloses that the listed values are only an excerpt and other values are accepted, which is important practical information.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is four sentences, front-loaded with the core behavior and followed by the important open-world caveat and excerpt warning. Every sentence earns its place, and there is no filler or repeated schema content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With one optional parameter, a rich schema description, an output schema, and annotations, the description covers what an agent needs: how to scope the counts, the fact that counts are measured over search results, and the open-world behavior. There are no obvious gaps that would prevent correct invocation.

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 for the single query parameter is 100%, so the schema already explains that counts without a query describe the whole listing. The description restates this idea but does not add much meaning beyond the schema, so a baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action and resource: listing the axes a recipe search can be narrowed along on BBC Good Food, including values and recipe counts. This clearly distinguishes it from the sibling tools such as search_recipes because it is about enumerating facets rather than performing a search or fetching a recipe.

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?

The description gives clear context by saying to read this before narrowing a search, and it explains how to get counts for a specific query versus the whole listing. It does not explicitly name search_recipes as the execution alternative, but the sequencing guidance and facet-counting behavior make the intended use obvious.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

scale_ingredientsScale a list of ingredientsA
Read-onlyIdempotent

Put a list of ingredient lines to a different number of people. Pass 'factor', or else the pair 'from_servings' and 'to_servings'. Quantities are recomputed by this server and not by the site, and every line says under 'scaling' whether the arithmetic landed exactly, whether the figure was moved to stay usable in a kitchen, or whether the line carried nothing to multiply.

ParametersJSON Schema
NameRequiredDescriptionDefault
factorNoWhat to multiply every quantity by. Pass this or the servings pair, never both.
ingredientsYesThe lines to scale, as a recipe writes them, such as '200g plain flour'.
to_servingsNoHow many people it should feed.
from_servingsNoHow many people the list feeds as written.

Output Schema

ParametersJSON Schema
NameRequiredDescription
notesYes
factorYesWhat every quantity was multiplied by.
sourceYes
ingredientsYes
scaled_countYesLines whose arithmetic landed exactly.
rounded_countYesLines whose figure was moved.
unscaled_countYesLines that carried no quantity to multiply.

TDQS

A4.6/5.0
Behavior5/5

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

The description goes beyond the annotations by revealing that quantities are recomputed server-side, not by the website, and explains what each ingredient line will state under 'scaling'. This tells the caller what to expect and that the operation is non-destructive and idempotent. This aligns with the readOnly/idempotent annotations without contradicting them.

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?

The description is relatively brief and field-oriented. It leads with the primary purpose, covers the parameter modes, and includes the useful scaling behavior. The sentence about scaling statuses is a bit long, but it earns its place because it describes what to expect in the output.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is sufficient for an agent to know when to use the tool, which keys to pass, and what the output will say about each line. Combined with an output schema, full parameter schema coverage, and annotations, no critical behavioral details are missing for safe and correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already provides descriptions for all 4 parameters, so the baseline is adequate. The description adds value by explaining the mutually exclusive relationship between 'factor' and the servings pair, something the schema alone does not emphasize. It also gives semantic meaning to the scaling status output without repeating schema details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a strong verb and resource: it scales a list of ingredient lines to a different number of people. It also distinguishes the tool's operation from the siblings (search, listing, fetching) by naming the computation mode. The added detail about 'factor' or 'servings pair' makes the purpose precise.

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?

The description explains exactly how the tool should be invoked: pass 'factor' or the 'from_servings'/'to_servings' pair. It clearly communicates the mutually exclusive parameter use. It does not explicitly discuss when to use this tool versus the siblings, but the tool's purpose is sufficiently distinct for an agent to select it without deep inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_recipesSearch recipesA
Read-onlyIdempotent

Search recipes on BBC Good Food and return a listing. Narrow it with 'diet', 'cuisine', 'meal_type', 'difficulty' or a bound such as 'max_total_minutes'; call list_filters first for the values each one takes, since the site answers a value it does not know with a count of zero. The site ranks rather than filters: it answers a term it holds nothing for with rows all the same, so read the titles rather than trusting the count. Each row carries the page to read the recipe on.

ParametersJSON Schema
NameRequiredDescriptionDefault
dietNoA value list_filters publishes.
pageNoWhich page of rows. Default 1.
sortNoHow the site orders the rows. Default 'relevant'.
limitNoRows to return. Default 30.
queryYesA dish, an ingredient, a technique.
cuisineNoA value list_filters publishes.
meal_typeNoA value list_filters publishes.
difficultyNoA value list_filters publishes.
min_ratingNoAt least this many stars, 1 to 5.
max_caloriesNoPer serving.
min_servingsNoAt least this many servings.
exclude_premiumNoDrop the rows that sit behind the site's subscription. The site offers no such restriction, so the rows are removed from the page after it arrives: a page comes back shorter than the limit asked for, and a short page is not the end of the results.
max_total_minutesNoWhole recipe, minutes.

Output Schema

ParametersJSON Schema
NameRequiredDescription
notesYes
queryYes
sourceYes
resultsYes
rows_seenYesRows the site served, before anything was set aside.
result_countYesRows rendered, after anything unreadable was set aside.
premium_droppedYesRows removed from this page for sitting behind the site's subscription.
total_availableYesRecipes the site says the search holds.
total_is_ceilingYesTrue when the total sits on the most rows one search will serve, so it states a floor.
restrictions_liftedYesRestrictions let go of so the search could run again after the restricted one returned nothing.

TDQS

A4.5/5.0
Behavior5/5

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

Beyond the readOnly/idempotent annotations, it discloses that the site ranks rather than filters, that unknown terms produce identical rows rather than reliable counts, and that each row carries the page to read the recipe on. These are non-obvious behaviors an agent needs to interpret results correctly.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but every sentence contributes: scope, filtering guidance, result-interpretation warning, and page-link follow-up. It is front-loaded with the core purpose and wastes no words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present and annotations covering read-only, idempotent, and non-destructive behavior, the description covers the remaining operational caveats: filter-value lookup, ranking semantics, and the meaning of rows. Nothing needed to call the tool correctly is missing.

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 baseline is 3. The description adds little parameter-level meaning beyond pointing to list_filters for filter values and highlighting max_total_minutes as a bound, both of which the schema already covers.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'Search recipes on BBC Good Food and return a listing.' It distinguishes itself from list_filters by explicitly instructing to call list_filters first, and from get_recipe by framing the output as a listing whose rows carry the page for reading the recipe.

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 gives explicit usage guidance: call list_filters first for filter values and warns that unknown values return zero counts. It does not explicitly name get_recipe as the alternative for reading a single recipe, though the closing sentence implies that follow-up.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updatesv1.1.0
    • Changedget_recipe23 fields changed
      • removedOutput schema / properties / author / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / author / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / description / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / description / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / difficulty / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / difficulty / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / ingredients / items / properties / heading / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / ingredients / items / properties / heading / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • changedOutput schema / properties / ingredients / items / properties / ingredients / items / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "amount": {
        -        "anyOf": [
        -          {
        -            "type": "number"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ],
        -        "description": "Null when the site states no quantity."
        -      },
        -      "item": {
        -        "description": "What goes in, without its quantity.",
        -        "type": "string"
        -      },
        -      "note": {
        -        "anyOf": [
        -          {
        -            "type": "string"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ],
        -        "description": "What to do to it beforehand, such as 'thinly sliced'."
        -      },
        -      "term": {
        -        "anyOf": [
        -          {
        -            "type": "string"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ],
        -        "description": "The site's own normalised name for it."
        -      },
        -      "text": {
        -        "description": "The line as the site composes it.",
        -        "type": "string"
        -      },
        -      "unit": {
        -        "anyOf": [
        -          {
        -            "type": "string"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      }
        -    },
        -    "required": [
        -      "text",
        -      "amount",
        -      "unit",
        -      "item",
        -      "note",
        -      "term"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "amount": {
        -        "anyOf": [
        -          {
        -            "type": "number"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "amount_max": {
        -        "anyOf": [
        -          {
        -            "type": "number"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "original": {
        -        "description": "The line as the site composes it.",
        -        "type": "string"
        -      },
        -      "scaling": {
        -        "description": "'scaled': the arithmetic landed exactly. 'rounded': the figure moved to stay usable in a kitchen. 'unscaled': the line carried no quantity.",
        -        "enum": [
        -          "scaled",
        -          "rounded",
        -          "unscaled"
        -        ],
        -        "type": "string"
        -      },
        -      "text": {
        -        "description": "The line as it now reads.",
        -        "type": "string"
        -      },
        -      "unit": {
        -        "anyOf": [
        -          {
        -            "type": "string"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      }
        -    },
        -    "required": [
        -      "text",
        -      "original",
        -      "scaling",
        -      "amount",
        -      "amount_max",
        -      "unit"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "amount": {
        +        "description": "Null when the site states no quantity.",
        +        "type": [
        +          "number",
        +          "null"
        +        ]
        +      },
        +      "item": {
        +        "description": "What goes in, without its quantity.",
        +        "type": "string"
        +      },
        +      "note": {
        +        "description": "What to do to it beforehand, such as 'thinly sliced'.",
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "term": {
        +        "description": "The site's own normalised name for it.",
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "text": {
        +        "description": "The line as the site composes it.",
        +        "type": "string"
        +      },
        +      "unit": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "text",
        +      "amount",
        +      "unit",
        +      "item",
        +      "note",
        +      "term"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "amount": {
        +        "type": [
        +          "number",
        +          "null"
        +        ]
        +      },
        +      "amount_max": {
        +        "type": [
        +          "number",
        +          "null"
        +        ]
        +      },
        +      "original": {
        +        "description": "The line as the site composes it.",
        +        "type": "string"
        +      },
        +      "scaling": {
        +        "description": "'scaled': the arithmetic landed exactly. 'rounded': the figure moved to stay usable in a kitchen. 'unscaled': the line carried no quantity.",
        +        "enum": [
        +          "scaled",
        +          "rounded",
        +          "unscaled"
        +        ],
        +        "type": "string"
        +      },
        +      "text": {
        +        "description": "The line as it now reads.",
        +        "type": "string"
        +      },
        +      "unit": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      }
        +    },
        +    "required": [
        +      "text",
        +      "original",
        +      "scaling",
        +      "amount",
        +      "amount_max",
        +      "unit"
        +    ],
        +    "type": "object"
        +  }
        +]
      • removedOutput schema / properties / nutrition / items / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / nutrition / items / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / nutrition_per / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / nutrition_per / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / rating / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / rating / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / yield / properties / factor / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / yield / properties / factor / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / yield / properties / original_text / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / yield / properties / original_text / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / yield / properties / unit / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / yield / properties / unit / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / yield_text / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / yield_text / type
        Added value: +[
        +  "string",
        +  "null"
        +]
    • Changedlist_filters4 fields changed
      • removedOutput schema / properties / filters / items / properties / argument / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / filters / items / properties / argument / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / query / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / query / type
        Added value: +[
        +  "string",
        +  "null"
        +]
    • Changedscale_ingredients6 fields changed
      • removedOutput schema / properties / ingredients / items / properties / amount / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / ingredients / items / properties / amount / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / ingredients / items / properties / amount_max / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / ingredients / items / properties / amount_max / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / ingredients / items / properties / unit / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / ingredients / items / properties / unit / type
        Added value: +[
        +  "string",
        +  "null"
        +]
    • Changedsearch_recipes8 fields changed
      • removedOutput schema / properties / results / items / properties / author / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / results / items / properties / author / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / results / items / properties / difficulty / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / results / items / properties / difficulty / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / results / items / properties / image_url / anyOf
        Removed value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / results / items / properties / image_url / type
        Added value: +[
        +  "string",
        +  "null"
        +]
      • removedOutput schema / properties / results / items / properties / rating / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / results / items / properties / rating / type
        Added value: +[
        +  "number",
        +  "null"
        +]
  2. 4 tool updates
    • Addedget_recipe
    • Changedlist_filters4 fields changed
      • addedOutput schema / properties / filters / items / properties / argument
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "The search_recipes argument that restricts this axis. Null where a search takes none. A value listed here is in the site's units and may need converting before it is passed."
        +}
      • changedOutput schema / properties / filters / items / properties / name / description
        Previous value: -"The argument name a search takes for this axis."New value: +"The site's own name for the axis."
      • changedOutput schema / properties / filters / items / properties / options / items / properties / value / description
        Previous value: -"Pass this back to narrow a search along this axis."New value: +"The value as the site publishes it, in the site's own units."
      • changedOutput schema / properties / filters / items / required
        Previous value: -[
        -  "name",
        -  "label",
        -  "options",
        -  "option_count"
        -]New value: +[
        +  "name",
        +  "label",
        +  "argument",
        +  "options",
        +  "option_count"
        +]
    • Addedscale_ingredients
    • Changedsearch_recipes4 fields changed
      • removedOutput schema / properties / restrictions_dropped
        Removed value: -{
        -  "description": "Restrictions the site could not answer, dropped so the search could run.",
        -  "items": {
        -    "type": "string"
        -  },
        -  "type": "array"
        -}
      • addedOutput schema / properties / restrictions_lifted
        Added value: +{
        +  "description": "Restrictions let go of so the search could run again after the restricted one returned nothing.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • changedOutput schema / properties / results / items / properties / id / description
        Previous value: -"Opaque to a caller. The site's own identifier for the recipe."New value: +"The page's own path. Pass it to get_recipe to read the recipe."
      • changedOutput schema / required
        Previous value: -[
        -  "query",
        -  "results",
        -  "result_count",
        -  "total_available",
        -  "total_is_ceiling",
        -  "rows_seen",
        -  "restrictions_dropped",
        -  "premium_dropped",
        -  "source",
        -  "notes"
        -]New value: +[
        +  "query",
        +  "results",
        +  "result_count",
        +  "total_available",
        +  "total_is_ceiling",
        +  "rows_seen",
        +  "restrictions_lifted",
        +  "premium_dropped",
        +  "source",
        +  "notes"
        +]
  3. 2 tool updatesv0.1.0
    • First observedlist_filters
    • First observedsearch_recipes

TDQS

A4.6/5.0

Scored across 4 tools

Disambiguation5/5

Each tool serves a distinct function: list_filters discovers search axes, search_recipes performs the actual search, get_recipe retrieves details, and scale_ingredients transforms ingredient quantities. There is no overlap in purpose; the dependency between list_filters and search_recipes is clear and complementary.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (list_filters, search_recipes, get_recipe, scale_ingredients). The verbs and nouns are specific and predictable, matching the domain perfectly.

Tool Count5/5

Four tools are appropriate for a recipe-focused server. They cover the essential operations without redundancy or bloat, and the scope is well-defined for browsing, searching, and retrieving recipe content.

Completeness5/5

The tool surface covers the full user workflow for a read-only recipe service: discovering available filters, searching, viewing a recipe, and scaling ingredients. No critical operations are missing for the stated purpose, and the added scaling feature enhances usability without leaving gaps.

Maintenance

ActivityActive
ResponsivenessUnresponsive

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