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lukehanner

Prop Trading MCP Server

by lukehanner

list_firms

Retrieve all 12 available futures prop trading firms with name, Trustpilot rating, monthly fee, and key strength to compare and select a provider.

Instructions

List all available futures prop trading firms with summary information. Returns firm name, Trustpilot rating, monthly fee, and key strength for each of 12 firms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

A4/5.0
Behavior4/5

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

No annotations are provided, so the description must disclose behavior. It describes the return contents (firm name, Trustpilot rating, monthly fee, key strength) and the fixed size (12 firms), which is valuable behavioral context. It does not explicitly state read-only nature, but 'List' strongly implies it.

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, front-loaded with the action and scope, followed by the return details. Every sentence earns its place with no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple, no-parameter list tool with no annotations and no output schema, the description adequately covers purpose, scope, and return fields. An agent has everything needed to invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are zero parameters, so the baseline score of 4 applies. The description correctly does not need to explain parameter semantics beyond noting the scope is all firms.

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 (List) and resource (futures prop trading firms), with scope 'all available' and returned fields. This implicitly distinguishes it from get_firm (single) and search_firms (filtered), but does not name the siblings explicitly.

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 phrase 'List all available' implies use when a complete overview is needed, giving some context. However, it offers no explicit when-to-use guidance or comparison to alternatives like search_firms or get_firm, and no exclusions are stated.

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