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HappyMonkeyAI

OpenUKPublicDataMCP

save_uk_research_note

Save a research brief with topic and content as a markdown file, organized by slug, for UK public data analysis.

Instructions

Persist a research brief under ~/research// (or UK_RESEARCH_ROOT).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugNo
topicYes
filenameNoUK_PUBLIC_DATA_BRIEF.md
content_markdownYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description carries full burden. It indicates writing ('persist') but does not disclose overwrite behavior, required permissions, error conditions, or side effects.

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 very concise (one sentence), which is efficient, but it sacrifices necessary detail. It is not verbose, but lacks completeness.

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?

Despite having an output schema (not shown), the description does not explain return values or behavior. For a 4-parameter tool with required fields, the description is insufficiently complete.

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%, and the description provides no explanation of individual parameters beyond implying slug affects the path. The required fields topic and content_markdown are not described.

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 action (persist) and the resource (research brief), including the file location pattern. However, it does not distinguish this tool from its siblings, though no sibling directly overlaps in functionality.

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 versus alternatives, prerequisites, or exclusions. The description is silent on context of use.

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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