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browse_programs

List Speediance multi-week training programs, filtered by query, or fetch a specific program's details and structure by ID.

Instructions

Speediance's official multi-week programs. Without program_id, lists programs (filtered by query); with program_id, returns that program's details and structure.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNo
program_idNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.9/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses the mode-dependent behavior (list vs. detail/structure return), but says nothing about pagination, result volume, permissions, or read-only nature. Adequate but with clear gaps for an unannotated tool.

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 compact sentences, front-loaded with the resource and followed by the parameter-driven branching. No wasted words.

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?

Complete enough for a 2-param, no-output-schema read tool: it explains both modes and both parameters. Only return-format/pagination detail is missing, which is minor here.

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?

Schema coverage is 0%, so the description must compensate. It explains both parameters' roles: `query` filters the list, and `program_id` switches the tool into a detail-fetching mode. This adds meaningful semantics the bare schema lacks.

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 resource ('Speediance's official multi-week programs') and a clear dual-mode behavior. The agent can distinguish it from workout/exercise siblings, though it never names an alternative directly.

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?

Explicitly tells the agent when each mode applies: omit program_id to list, supply it to fetch a specific program's details. Clear context, but offers no guidance on when to reach for this versus sibling listing tools like list_my_workouts.

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