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knishioka

freee Accounting MCP Server

by knishioka

freee_search_deals

Search and aggregate all deals using auto-pagination; receives pre-computed summaries by partner, month, and account item for financial analysis.

Instructions

Search and aggregate all deals - Auto-paginates through all matching deals and returns pre-computed summaries by partner, month, and account item. Use this instead of manual pagination with freee_get_deals for financial analysis. Returns aggregated totals, not individual records.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
companyIdNoCompany ID (optional, uses FREEE_DEFAULT_COMPANY_ID if not provided)
partnerIdNoPartner ID to filter by
accountItemIdNoAccount item ID to filter by
startIssueDateNoStart date (YYYY-MM-DD)
endIssueDateNoEnd date (YYYY-MM-DD)
maxRecordsNoMaximum records to fetch (1-1000, default 1000)
Behavior4/5

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

With no annotations, the description discloses auto-pagination, return type (aggregated totals, not individual records), and summary dimensions. Does not cover error handling or rate limits, but provides sufficient behavioral context.

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: first explains what it does, second gives usage guidance and return type. 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?

No output schema, but description notes return of aggregated totals and summary dimensions. Could be more precise about output structure, but sufficient for an aggregation tool.

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%, so baseline is 3. Description does not add extra meaning to individual parameters beyond what the schema provides, only indirectly references partner and account item dimensions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool 'Search and aggregate all deals' with auto-pagination and pre-computed summaries, and explicitly distinguishes from the sibling tool 'freee_get_deals'.

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

Usage Guidelines5/5

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

Explicit guidance: 'Use this instead of manual pagination with freee_get_deals for financial analysis.' Indicates when to use and provides a clear alternative.

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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