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TikTok Commerce Intelligence CJ: lives/search API

nexscope_data_cj_lives_search
Read-only

TikTok Commerce Intelligence CJ: lives/search API.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, minimum 1
sortNo`field:asc` or `field:desc`
countryYesLower case country code
keywordNoSearch keywords
categoryNoLive broadcast classification
pageSizeNoNumber per page, maximum 10
productCategoryNoProduct classification

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds nothing beyond that — no note on rate limits, coverage of countries, result caps (pageSize max 10), or ordering behavior that an agent would want. With annotations carrying the bar, this is only marginally acceptable.

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

Conciseness2/5

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

It is a single short sentence with no filler, but it is under-specified rather than concise — the same words as the title provide no informational payload. Brevity here is emptiness, not efficiency.

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 7-parameter search endpoint with no output schema and no annotations beyond safety hints, the description should explain filters, pagination limits, and result shape. None of that is present, leaving the agent to infer behavior entirely from the schema.

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?

Schema description coverage is 100% (all 7 parameters documented in the schema), so the schema does the heavy lifting and the baseline is 3. The description itself contributes no additional parameter meaning such as how keyword/category interact or what 'sort' fields are valid.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description restates the title/name almost verbatim ('TikTok Commerce Intelligence CJ: lives/search API'), giving only a vague sense that it searches TikTok livestreams. It provides no verb-level specificity (e.g. search by keyword/category/country) and does not distinguish it from siblings like nexscope_data_cj_lives_detail or nexscope_chuhaijiang_tiktok_live_search.

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

Usage Guidelines1/5

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 the many adjacent live/detail tools (nexscope_data_cj_lives_detail, nexscope_data_cj_lives_related_products, nexscope_chuhaijiang_tiktok_live_search). No prerequisites, no exclusions, no alternatives named.

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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