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Wikipedia MCP Server

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Search Wikipedia for a given keyword in a chosen language. Returns page IDs, titles, and summaries to help find relevant articles.

Instructions

Search Wikipedia for a keyword in a specified language. Returns a list of search results with page IDs, titles, and summaries.

:param keyword: The keyword to search for. :param language: The language to search in (default is 'en' for English). :return: A SearchResponse containing a list of SearchItem objects.

:raises httpx.HTTPStatusError: If the request fails or returns an error status.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordYesThe keyword to search for
languageNoThe language to search inen
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It mentions that the tool returns search results and raises HTTP errors, but does not disclose potential limitations like pagination, result limits, or that it is read-only (though implied).

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

Conciseness3/5

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

The description is moderately concise but includes redundant parameter documentation (already in schema) and a verbose docstring format. The first two lines provide the core purpose, but the rest is extraneous.

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

Completeness3/5

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

The description covers the return format (page IDs, titles, summaries) and error cases, but lacks details on result limits, pagination, or behavior for empty results. Given no output schema, it is partially 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?

The schema has 100% description coverage for both parameters. The description reiterates the same semantics ('keyword to search', 'language default en') without adding new meaning, so 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 clearly states the tool searches Wikipedia for a keyword and returns results with page IDs, titles, and summaries. However, it does not differentiate from the sibling tool 'fetch', which retrieves a specific article, but the purpose is clear enough.

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

Usage Guidelines2/5

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

No guidance on when to use this tool vs alternatives. The sibling 'fetch' is not mentioned, and there is no when-not or prerequisites provided.

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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