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NeuralVerge Business Intelligence

Craigslist Posting

run_craigslist_postings

Full Craigslist posting by id or URL: title, price, body text/HTML, category attributes with matching search filters, decoded VIN spec for vehicles, hiring company for jobs, images, location and dates. Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
postingYesPosting ID (22 characters) or URL. e.g. 2BsVfSUfZ3t4jqHF9sYzJL

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the behavioral burden. It does disclose the cost model ('Flat 5 points per successful run') and enumerates the returned payload, but omits auth needs, rate limits, and failure behavior.

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?

One front-loaded sentence that leads with the operation and then lists payload contents; no filler. The long field enumeration is dense but each item conveys distinct returned data, especially valuable without an output schema.

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?

With no output schema and no annotations, the description compensates by enumerating the returned fields (title, price, body, VIN, images, dates) and the cost. It is adequate for the tool's low complexity, though error and edge-case behavior remain unspecified.

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% and the single parameter is fully documented in-schema with the 22-character format and an example. The description's 'by id or URL' merely restates that, adding no syntax or constraints beyond the schema.

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?

States a specific verb and resource: fetch a full Craigslist posting by id or URL. The 'Full ... posting by id or URL' phrasing implicitly separates it from run_craigslist_postings_search and run_craigslist_postings_seller, but it never names those alternatives, leaving the differentiation to inference.

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?

Usage is implied by the requirement of an id or URL, signaling a single-item lookup rather than a search. There is no explicit when-to-use vs when-not-to-use guidance and no mention of the sibling search/seller tools.

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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