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Crawlora MCP

bluesky_post_thread

Read-only

A Bluesky post along with its nested reply tree.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYes
depthNo

Output Schema

TableJSON 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. First observed

TDQS

C2.4/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, covering the safety profile. The description adds only that replies are nested, but says nothing about how the reply tree is traversed, whether depth is bounded, pagination, or authentication. Beyond the one structural hint, it contributes little behavioral context.

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?

A single short sentence with no waste and the core resource front-loaded. It is appropriately terse, though arguably so terse that it omits needed detail.

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?

An output schema exists, so return-value explanation is not required, but for a tool with two parameters at 0% schema coverage the description leaves the inputs entirely unexplained. The nesting behavior of 'depth' in particular goes unaddressed, leaving the definition inadequate for correct invocation.

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 coverage is 0%, so both parameters (uri, depth) are undocumented in the schema and must be compensated for in the description. The description never mentions 'uri' or 'depth'; 'nested reply tree' loosely gestures at depth but provides no format or default information.

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

Purpose3/5

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

The description names the resource ('a Bluesky post along with its nested reply tree') and implies a thread/retrieval view, which loosely distinguishes it from siblings like bluesky_posts. However, it is a noun phrase with no verb, so the actual action (fetch a post and its replies) must be inferred, and it does not explicitly contrast with bluesky_posts or bluesky_post_quotes.

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?

There is no when-to-use guidance, no mention of prerequisites (e.g., needing a post URI), and no reference to alternatives such as bluesky_posts for listing posts. The agent gets no routing help beyond the name.

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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