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Crawlora MCP

rednote_explore

Read-only

Fetch one page of Rednote's (international Xiaohongshu) anonymous explore or channel feed and return 20 to 35 normalized note cards with note_id, note_url, a short-lived xsec_token, type, title, cover image, like count, and a public author card, plus the dynamic channels list and the channel id actually served. Omit channel_id for the default recommendation feed, or pass an id from the channels list returned by a previous call. The upstream renders one server page per channel and exposes no credential-free cursor, so there is no pagination; note detail is not available on this anonymous surface.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "ChannelID": "<ChannelID>"
    },
    "name": "rednote_explore"
  }
}

Input Schema

NameRequiredDescriptionDefault
ChannelIDYesOptional explore channel id from the channels list in a previous response. Unknown values are rejected; omit for the default feed.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.3/5.0
Behavior5/5

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

Goes well beyond the readOnly/openWorld annotations: discloses that the feed is anonymous, that xsec_token is short-lived, that the upstream renders one server page per channel with no credential-free cursor, and therefore there is no pagination. These are exactly the behavioral constraints an agent needs before relying on this tool.

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?

Front-loads what is fetched and what is returned before the parameter and pagination caveats, with no filler sentences. It is a dense single block, but each sentence carries distinct information.

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?

Covers the anonymous-surface constraints, the no-pagination limitation, and the shape of the response despite an output schema existing. Minor gap: the schema declares ChannelID as required while both the schema text and description treat it as optional, and the description does not address that discrepancy.

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 coverage is 100% and the single parameter is already fully documented in the schema, so the description's channel_id guidance largely restates it. It does add that the channels list comes back in the same response, which is mild extra value; baseline 3 is appropriate when the schema carries the load.

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

Purpose5/5

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

States a specific verb and resource ('Fetch one page of Rednote's anonymous explore or channel feed') and enumerates exactly what comes back (20-35 note cards with note_id, note_url, xsec_token, author card, plus the channels list and served channel id). It is clearly distinguishable from rednote_note (detail) and rednote_search_suggest (query suggestions) by scope and surface.

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

Usage Guidelines4/5

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

Explicitly says to omit channel_id for the default recommendation feed and to pass an id from the channels list returned by a prior call, which gives a concrete usage path. It also implies the boundary with detail tools by stating 'note detail is not available on this anonymous surface', though it does not name rednote_note as the alternative.

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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