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erdos2n

Meticulous Espresso MCP Server

by erdos2n

search_history

Search espresso shot history with filters for date, profile, and sorting. Retrieve shot records to analyze performance, track progress, and compare results.

Instructions

Search shot history with flexible filters. All parameters are optional.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoSort directiondesc
queryNoText search query (searches profile name)
end_dateNoISO date string for end of range, e.g. '2025-12-31'
order_byNoSort fields
start_dateNoISO date string for start of range, e.g. '2025-01-01'
max_resultsNoMaximum number of results to return
include_dataNoInclude full sensor data arrays (pressure, flow, weight per time). Warning: large response.
Behavior2/5

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

With no annotations provided, the description carries the full responsibility for behavioral disclosure. It does not mention that this is a read-only operation, potential response size implications, or any other behavioral traits beyond the obvious search intent.

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?

The description is exceptionally concise, consisting of two short sentences that are front-loaded with the core purpose. Every word earns its place, with no unnecessary filler.

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

Completeness2/5

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

Given 7 parameters and no output schema or annotations, the description is incomplete. It lacks usage guidance, behavioral details, and any indication of what the response contains or how to handle large result sets.

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 coverage is 100% with detailed parameter descriptions. The description's 'All parameters are optional' is redundant with the schema's required list. No additional semantic meaning is provided beyond what the schema already offers.

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 'Search shot history with flexible filters' clearly identifies the tool as a filtered search over shot history, using a specific verb and resource. It distinguishes from potentially similar tools like get_shot_history by emphasizing flexible filters, but does not explicitly reference sibling tools.

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 is provided on when to use this tool versus alternatives such as get_shot_history or search_historical_profiles. The statement 'All parameters are optional' is a factual note, not usage direction.

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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