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LONG Events

search_organizers

Read-onlyIdempotent

Search organizer profiles enriched from event data. Returns organizer names, source, website/contact details, Instagram profile URL plus handle, and scrape status.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of organizers to return (default 20, max 100)
queryNoSearch by organizer name, website, email, or Instagram handle
sourceNoFilter by event source (e.g., facebook, eventbrite, lu.ma)
missing_contacts_onlyNoOnly return organizers missing website, email, phone, or Instagram (default false)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds context about the enriched data and scrape status, which is useful, but does not disclose behavior like pagination limits beyond the schema or what 'scrape status' means.

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?

Two sentences with no waste. The first sentence states the core function and the second lists the return fields. Information is front-loaded and every word earns its place.

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 read-only search tool with 100% schema coverage and no output schema, the description is complete enough. It could mention pagination or the meaning of 'scrape status', but the annotations and schema cover the essential safety and parameter details.

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%, so the schema already documents all four parameters. The description adds a high-level summary of what is returned but does not add meaning beyond the schema for individual parameters.

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?

The description states a specific verb ('Search') and resource ('organizer profiles enriched from event data'), and lists the exact fields returned. It clearly distinguishes itself from sibling search tools by focusing on organizers.

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?

The description implies usage for finding organizers with contact details and scrape status, but does not explicitly state when to use this tool versus alternatives like search_artists or search_events. The context is clear enough for an agent to infer, but no exclusions or alternative routing 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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