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HEPData

hepdata-mcp

Official
by HEPData

search_records

Search HEPData records using native search syntax to find relevant datasets and tables.

Instructions

Search HEPData records using HEPData's native search syntax.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
sizeNo
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It fails to mention that the tool is read-only (likely safe), whether it supports pagination (though schema hints at it), any rate limits, or how the query syntax works. This is insufficient for safe agent invocation.

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 a single sentence with no unnecessary words. However, it is too brief and omits critical information, making it underspecified rather than optimally concise.

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

Completeness2/5

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

While an output schema exists, the description does not explain key operational details such as how the query syntax works, the effect of page/size, or any limitations. For a search tool with three parameters, this level of description is incomplete.

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

Parameters1/5

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

Schema description coverage is 0%, yet the description adds no meaning beyond parameter names. 'query' is generic, and 'page'/'size' are common but not explained in the context of HEPData search syntax. The description does not compensate for the missing schema documentation.

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 HEPData records, using a verb ('Search') and a specific resource ('HEPData records'). It mentions the use of HEPData's native search syntax, which provides some specificity and distinguishes it from sibling tools that retrieve specific records or metadata.

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?

There is no guidance on when to use this tool versus alternatives like get_record or list_tables. The description does not indicate scenarios where search is appropriate or when other tools would be better, leaving the agent without decision support.

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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