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Chenfeng AI Public Information MCP

get_capabilities

Read-onlyIdempotent

Get public capabilities and contact entry points.

Input Schema

NameRequiredDescriptionDefault
languageNozh-CN

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds only that the capabilities and contact entry points are 'public', which is minor context beyond the structured annotations.

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 a single front-loaded sentence with no wasted words. It is efficient, though its brevity contributes to gaps in usage and parameter guidance rather than being a structural flaw.

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?

For a simple read-only tool this is close to minimum viable, but with no output schema the description should explain what 'capabilities' and 'contact entry points' actually contain. It also fails to clarify the effect of the language parameter, leaving important context missing.

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

Parameters2/5

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

Schema description coverage is 0%, and the description does not mention the single 'language' parameter at all. The schema provides the enum values and default, but the description adds no meaning about how language affects the returned capabilities or contact entry points.

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 uses a clear verb ('Get') and names a specific resource ('public capabilities and contact entry points'), which distinguishes it from the sibling domain-resource tools. However, 'capabilities' is somewhat vague and the description does not explicitly contrast this tool with the get/list siblings.

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?

The description gives no guidance on when to use this tool versus alternatives such as get_case, get_faq, or the list_* tools. It also provides no exclusions or prerequisites, leaving the agent to infer the use case.

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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