Skip to main content
Glama

finance_grant_application_extraction

Destructive

Extract grant application details by sending a free-text message and optional structured JSON input to the finance domain agent, which processes and returns the data under your JWT, tenant, and company scope.

Instructions

Run the finance domain agent action grant_application_extraction.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.4/5.0
Behavior3/5

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

The annotations already indicate destructive potential and non-read-only behavior, so the description is not required to repeat those. The description adds useful context about JWT, tenant, and company scoping, but it does not disclose what side effects or data changes the action might cause.

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 brief and well-structured, with the action named up front and argument explanations clearly bulleted. It avoids unnecessary fluff and is easy to scan.

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 tool's sparse schema and broad sibling set, the description lacks essential context about what the action accomplishes and how to formulate a correct 'message' or 'inputs'. The output schema exists, so output details are not mandatory, but the missing functional purpose and input guidance make the description incomplete for reliable invocation.

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

Parameters2/5

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

The description provides only high-level meaning for the two parameters: 'message' is a free-text objective and 'inputs' is an optional JSON string. It does not explain what objectives are valid, what fields the JSON should contain, or provide any examples, leaving the actual input contract vague.

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

Purpose2/5

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

The description names the specific action 'grant_application_extraction' and says it 'Run[s]' it, giving a clear verb and resource. However, it never explains what grant application extraction actually does, so the tool's intended function remains ambiguous.

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?

The description notes that the action routes through a domain-agent dispatcher using JWT, tenant, and company scope, which provides some context about how it is invoked. It gives no guidance on when to use this tool versus the many sibling finance-related tools, nor does it mention alternative actions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Deploy Server

Other Tools