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Siemens

Search siemens.com content pages (paged)

siemens_aiSearch
Read-onlyIdempotent

Pages through siemens.com web content (articles, solution pages, press releases, case studies) for a query, with an AI-generated answer on the first page. Use it when siemens_search did not return enough pages, when you need page 2 and beyond (offset/next_offset), or when you only want content pages and no products. Do not use it for product catalog entries (use siemens_productSearch) or for images and videos (use siemens_assets). Returns title, url and a short description per page; call siemens_get_web_content with a url to read the full page.

Input Schema

NameRequiredDescriptionDefault
queryYesWhat to search for, in natural language or keywords. Examples: "What is Teamcenter?", "SIMATIC S7-1500 CPU", "digital twin in automotive manufacturing". Do not add years or site names; the search already covers siemens.com.
offsetNoZero-based index of the first result to return, for paging. Default 0. To get the next page, pass the "next_offset" value from the previous response.
regionNoCountry/region of the content, uppercase. Default "GLOBAL" (international pages). Examples: "GLOBAL", "DE", "US", "GB", "IN", "CN". Only set a country when the user asks about that market.
languageNoTwo-letter content language code, uppercase. Default "EN". Examples: "EN", "DE", "FR", "ES", "ZH". Use the language the user writes in when Siemens publishes content in it.
maxResultsNoPages to return in this call. Default 10, range 1-50.
summaryLevelNoLength of the AI answer, generated only on the first page (offset 0). Default "medium". Use "short" for quick facts, "detailed" for explanations.
response_formatNoResult verbosity. "concise" (default) returns only the fields needed to answer and cite (title, url, short description). "detailed" adds secondary metadata such as scores, thumbnails and keywords. Use "detailed" only when you need those fields.

Output Schema

NameRequiredDescriptionDefault
hintYes
queryYes
answerYes
offsetYes
regionYes
resultsYes
languageYes
next_offsetYes
total_resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already establish readOnly, idempotent, openWorld, non-destructive, so the safety burden is light. The description still adds real behavioral detail: the AI answer is generated only on the first page, results are title/url/short description, and a follow-up call to siemens_get_web_content with a url is needed to read the full page. It stops short of covering paging limits or cost/latency implications, keeping it at 4 rather than 5.

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?

Four tight sentences: capability first, then usage condition, then exclusions, then return shape and next step. Every sentence carries distinct information and nothing is restated from the schema.

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 7-parameter, read-only search tool with a full output schema, the description covers scope, selection, exclusions, return fields, and the follow-up call. An agent has everything needed to invoke it correctly and chain it with siemens_get_web_content.

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 and the schema already documents query, offset, region, language, maxResults, summaryLevel, and response_format thoroughly. The description adds only the paging loop hint (offset/next_offset) and the url pass-through to siemens_get_web_content, which is useful but well within what the schema already conveys.

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: 'Pages through siemens.com web content' and enumerates the content types (articles, solution pages, press releases, case studies). It also carves out the negative space against siblings (no products, no images/videos), so an agent can tell it apart from siemens_search, siemens_productSearch, and siemens_assets without opening a schema.

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

Usage Guidelines5/5

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

Explicit selection criteria are given: use when siemens_search returned too few pages, when page 2+ is needed via offset/next_offset, or when only content pages are wanted. Explicit exclusions route to siemens_productSearch and siemens_assets by name, which is exactly the when-not/alternative guidance that makes sibling selection reliable.

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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