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Sigao Li — personal MCP server

Get profile

get_profile

Who Sigao Li is: identity, career narrative, contact links, and self-introduction.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
langNoLanguage of the returned content ('en' or 'zh').en

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the burden of disclosing behavior. It does list the content categories (identity, career narrative, contact links, self-introduction), which is useful, but it doesn't explicitly state that this is a read-only operation or describe any response format. Since 'get' implies non-mutating, this is adequate but not rich.

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?

The description is one concise, front-loaded sentence that packs meaningful detail ('identity, career narrative, contact links, and self-introduction') without any wasted words. It is appropriately sized for the tool's simplicity.

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

Completeness4/5

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

For a simple read-only tool with one optional parameter and no output schema, the description gives a good sense of what will be returned. It could mention the 'lang' parameter or a typical response structure, but the listed content categories provide sufficient context for an agent to select and invoke the tool.

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 single parameter 'lang' has a full description in the schema (100% coverage), so the schema already explains its meaning. The tool description adds no additional parameter semantics, so the baseline score of 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 what the tool returns: identity, career narrative, contact links, and self-introduction. It names the resource (Sigao Li's profile) and implies the 'get' operation. While it doesn't explicitly contrast with siblings like get_case_study or list_experience, the content scope is distinct enough.

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

Usage Guidelines3/5

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

The description implies usage: when you need an overview of who Sigao Li is, use this tool. However, it provides no explicit guidance on when not to use it or how it differs from the sibling tools, leaving the agent to infer the appropriate context.

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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