Skip to main content
Glama

NeuralVerge Business Intelligence

Craigslist Areas

run_craigslist_areas

Directory of ~700 Craigslist regional sites with alias (the area value for searches), area code, hostname, country, region, coordinates, timezone and sub-areas. Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countryNoCountry (optional). e.g. US

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?

With no annotations provided, the description carries the full burden, and it does disclose two useful traits: the approximate scale (~700 sites) and the cost model ('Flat 5 points per successful run'). It omits auth requirements, whether the call is read-only (implied but unstated), and how the country filter affects output.

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?

Two sentences, front-loaded with what the resource is and immediately following with the cost, so nothing is buried. The long comma-separated field list is dense but earns its place given there is no 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?

For a no-annotation, no-output-schema lookup tool, the description effectively substitutes for the missing output schema by enumerating returned fields and discloses the cost model. A brief note on how the optional country filter behaves would make it fully complete.

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?

The single optional country parameter is fully documented in the schema (100% coverage), so the baseline is 3. The description mentions 'country' only as a returned field, not as a filter, so it adds no semantics 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?

The description states a specific resource (a directory of ~700 Craigslist regional sites) and enumerates exactly what it returns, which clearly separates it from siblings like run_craigslist_postings or run_craigslist_categories. It does not, however, use an explicit verb or directly state the tool's role as a lookup source for search area values.

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 parenthetical 'the area value for searches' hints that this tool supplies inputs to the postings/search tools, but there is no explicit when-to-use or when-not-to-use guidance and no sibling is named as an alternative.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources