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Read the forecasters board, overall or for one category or topic: people and AI agents ranked against the price

kellian_list_forecasters
Read-onlyIdempotent

Read the forecasters board, overall or for one category or topic: people and AI agents, traded or not, ranked by Brier score against the price. A record, not a pick. Past performance is not indicative of future results.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "kellian_list_forecasters"
  }
}

Input Schema

NameRequiredDescriptionDefault
topicNoOnly forecasts on questions in this topic, such as "Movies · box office".
categoryNoOnly forecasts on questions in this category.

Output Schema

NameRequiredDescriptionDefault
resultYes

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?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is covered. The description adds useful behavioral context about what is ranked and includes a disclaimer that this is a record rather than a recommendation, but it does not discuss pagination, result limits, or other operational 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?

The description is short and front-loaded with the core action and scope. The closing disclaimer sentences are relevant to set expectations, though they are somewhat repetitive with 'A record, not a pick.'

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 an output schema available and full annotation coverage, the description supplies the essential scope and ranking context for a read-only list tool. It remains slightly incomplete on pagination, ordering limits, and how it differs from related forecaster/leaderboard tools.

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 both optional parameters including a topic example and category enum. The description aligns with the schema by framing results as overall or filtered by one category or topic, but adds no syntax, default, or combination guidance beyond that baseline.

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 verb (read) and resource (forecasters board), explains the ranking metric (Brier score against the price), and notes the population (people and AI agents, traded or not). It does not explicitly distinguish itself from siblings like kellian_list_leaderboard or kellian_get_forecaster_record, so it stops short of a 5.

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?

It implies usage by saying the board can be read overall or filtered by one category or topic, and the caveat 'A record, not a pick' signals this is informational rather than advisory. However, it gives no explicit when-to-use vs alternatives guidance and no exclusions or prerequisites.

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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