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Submit intake

submit_intake
Destructive

Submit the applicant intake. Returns submitted, blockers, and the fresh intake state.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoSigned hosted intake URL. Include it in every call to the hosted MCP endpoint.
session_idNo
access_tokenNoApplicant access token. Use it with session_id instead of url.
api_base_urlNoOptional Klarefi deployment URL for local stdio use. The hosted MCP endpoint does not accept this override.
field_valuesNoOptional final field values; each value must be string or null.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior2/5

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

Annotations already declare destructiveHint: true and readOnlyHint: false. The description adds return-value information but does not disclose behavioral traits such as irreversibility, prerequisite conditions, or side effects beyond what the annotations already convey.

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 two short sentences, front-loaded with the core action, and contains no redundant information. Every word earns its place.

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

Completeness3/5

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

Given the tool has 5 parameters, nested objects, no output schema, and is destructive, the description is thin. It mentions return values but not their structure, nor prerequisites or side effects. It is minimally sufficient but leaves gaps for an agent to infer.

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 80%, so the schema already documents most parameters. The description adds no parameter-level detail, but the baseline of 3 is appropriate given the high schema coverage.

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 uses the specific verb 'submit' with the resource 'applicant intake', clearly distinguishing it from sibling tools like 'save_intake_draft' and 'open_intake'. It also states the return value ('submitted, blockers, and the fresh intake state'), which clarifies the outcome.

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 this is the final action for an intake, contrasting with 'save_intake_draft', but it does not explicitly state when to use it or mention alternatives. The usage context is only implied, not fully specified.

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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