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Adafruit IO MCP by usefulapi

Get feed chart data

adafruitio_get_feed_chart
Read-only

Aggregated chart data for a feed: values sliced by resolution minutes over the last hours (or a start/end range), using avg, sum, min, max, val or val_count. Good for trends without downloading every point. GET /feeds/{feed_key}/data/chart.

Input Schema

NameRequiredDescriptionDefault
fieldNoAggregation (default avg).
hoursNoHours of history (ignored when start_time and end_time are given).
end_timeNoISO 8601 date or date-time, e.g. 2026-10-01T00:00:00Z.
feed_keyYesFeed key (the URL-safe key shown in Adafruit IO, for example 'temperature'; 'group-key.feed-key' also works).
resolutionNoSlice size in minutes.
start_timeNoISO 8601 date or date-time, e.g. 2026-10-01T00:00:00Z.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, destructiveHint=false, and openWorldHint, so the safety profile is covered. The description adds the aggregation model and the endpoint path (GET /feeds/{feed_key}/data/chart), which is useful, but says nothing about rate limiting/throttling (a real concern on Adafruit IO, given the get_throttle sibling) or the response shape.

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 dense sentences: the aggregation and slicing semantics come first, the motivating use case second, the raw HTTP path last. Nothing is wasted and the most decision-relevant information is front-loaded.

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 no output schema, the description does describe what comes back (aggregated values over slices) and how time windows interact, which is the key mental model. It stops short of describing the response payload structure or any limits on returned slice counts.

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 every parameter (field enum, hours, resolution, start/end times, feed_key) is already documented. The description restates the aggregation field list and the resolution/hours slicing, but adds no format details beyond the schema, 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?

Names a specific verb (aggregated chart data) and resource (feed), and describes the mechanism precisely: values sliced by resolution over hours or a range, with one of six aggregation fields. It alludes to an alternative ('without downloading every point', i.e. list_feed_data) but never names the sibling, so differentiation is implied rather than explicit.

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 'Good for trends without downloading every point' implies the intended use case and gestures at when the full data listing is preferable, but there is no explicit when-to-use/when-not statement or named alternative tool. Usage must be inferred.

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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