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Fitbit MCP by usefulapi

Weight log

fitbit_weight_log
Read-only

Body weight log entries for a date. Fitbit REST: GET /1/user/-/body/log/weight/date/{date}.json.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateYesDate, yyyy-MM-dd or 'today' (required).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds the underlying Fitbit REST path, which is useful provenance, but says nothing about pagination, empty-result behavior, or authentication needs.

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 short sentences, front-loaded with the resource and scope. The endpoint URL is arguably redundant, but it costs little and the whole definition is compact with no wasted prose.

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 single-parameter read tool with annotations covering safety and no output schema, the description supplies enough to invoke correctly. The only minor gap is that the returned entry shape is not described, though no output schema exists to relieve it.

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% and the single 'date' parameter is fully documented in the schema (yyyy-MM-dd or 'today'). The description adds no format or semantic detail beyond 'for a date,' so the baseline 3 applies.

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 the resource and scope precisely: 'Body weight log entries for a date,' which is clearly distinct from siblings like fitbit_body_fat_log, fitbit_water_log, and fitbit_food_log. The REST endpoint reference reinforces the exact operation, though there is no explicit verb or direct sibling routing statement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus the many similarly-shaped log siblings (body_fat_log, water_log, food_log). The date scope is implied by the name, but the description never states conditions, prerequisites, or alternatives.

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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