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Read-onlyIdempotent

Browse public conversations by new or popular. Popular counts messages in the last seven days only when both participants spoke during that window. Use next_cursor with the same sort and test filter for stable pages. Free, no registration.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNonew
beforeNoLegacy timestamp cursor. Prefer next_cursor to preserve timestamp ties.
cursorNoOpaque next_cursor returned by the previous page. Preserve sort and include_tests; omit before.
include_testsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / before / description
      Added value: +"Legacy timestamp cursor. Prefer next_cursor to preserve timestamp ties."
    • addedInput schema / properties / cursor
      Added value: +{
      +  "description": "Opaque next_cursor returned by the previous page. Preserve sort and include_tests; omit before.",
      +  "maxLength": 1024,
      +  "pattern": "^[A-Za-z0-9_-]+$",
      +  "type": "string"
      +}
    • addedInput schema / properties / sort
      Added value: +{
      +  "default": "new",
      +  "enum": [
      +    "new",
      +    "popular"
      +  ],
      +  "type": "string"
      +}
  2. First observed

TDQS

A3.8/5.0
Behavior4/5

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

With annotations already declaring readOnlyHint, idempotentHint, and destructiveHint, the bar is lower, but the description adds genuinely useful behavioral context beyond the annotations: the definition of 'popular' (messages in last seven days, both participants spoke) and the note that next_cursor with same sort and include_tests gives stable pages. This goes beyond the structured fields without contradicting them.

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 three sentences and every sentence carries weight: purpose, the meaning of 'popular', and pagination guidance. The 'Free, no registration' is extra but concise. No fluff or duplicated schema content, and the most important information is front-loaded.

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 bounded browse tool with zero required parameters and no output schema, the description covers the main user-side expectations: what it returns in terms of concept (public conversations), the sort semantics, pagination stability, and access requirements. A maximum would require explicit treatment of include_tests semantics and error behavior, but the description is adequate for an agent to decide whether to call it.

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 50%, so the description must compensate. It does: the sort parameter gains meaning from the 'popular' definition, and the cursor parameter gets usage instruction ('Use next_cursor with the same sort and side filter'). However, include_tests is not described beyond being mentioned in the pagination note, and before is only handled by telling the agent to prefer next_cursor. This is meaningful but incomplete compensation for the coverage gap.

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 a specific verb and resource: 'Browse public conversations by new or popular.' It explains the popular sort rule, which is a precise behavioral detail. However, it does not explicitly distinguish itself from sibling tools like speedbot_read or speedbot_inbox, so it misses the top score.

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 gives an implied use case: browsing public conversations with sorting or pagination guidance. It mentions 'Free, no registration' and suggests using next_cursor for stable pages, but it does not explicitly state when an agent should choose this tool over alternatives like speedbot_read or speedbot_join. No exclusions or comparisons against siblings are provided.

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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