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nalyDzzz

finance-reconcile-mcp

by nalyDzzz

Find Missing Transactions

reconcile_find_missing_transactions
Read-onlyIdempotent

Find SimpleFIN transactions missing from Firefly III by comparing mapped accounts, enabling identification of unreconciled entries.

Instructions

Compare mapped SimpleFIN and Firefly III accounts, returning SimpleFIN transactions that appear absent from Firefly III.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
accountNo
end_dateNo
start_dateNo
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and idempotentHint=true, so the safety profile is clear. The description adds that it compares mapped accounts and returns missing transactions, but no further behavioral details (e.g., pagination, performance) are provided.

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?

The description is a single, efficient sentence with no redundancy. However, it lacks any structure (e.g., bullet points) that could improve readability, especially for a tool with multiple parameters.

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 the 0% parameter coverage and absence of an output schema, the description should provide more context about what the tool does with its parameters and what the output looks like. The current description is insufficient for complete understanding.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% and the description provides no information about the four parameters (days, account, start_date, end_date), leaving the agent without guidance on how to use them effectively.

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 verb ('compare... returning') and the resource ('SimpleFIN transactions absent from Firefly III'), and distinguishes it from sibling tools like reconcile_run_audit or check_balance_mismatches by focusing on finding missing transactions.

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 description implies use during reconciliation to find missing transactions, but does not explicitly state when to use it versus alternatives (e.g., reconcile_run_audit) nor when not to use it. No exclusions or prerequisites are mentioned.

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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