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Analyze a sales call with CallFlow

analyze_sales_call

Paid sales-call transcript analysis. Without paymentSignature it returns the x402 payment challenge. Retry with a valid PAYMENT-SIGNATURE for the analysis.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repNo
titleNo
companyNo
prospectNo
transcriptYesSales call transcript to analyze.
paymentSignatureNoOptional x402 PAYMENT-SIGNATURE header value for a paid retry.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses that the call is paid, that an unpaid call returns a payment challenge rather than an error, and that retry is the intended path. It does not state the price, whether a retry can double-charge, or how an invalid signature is handled.

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?

Three short sentences with the paid requirement front-loaded, then the two-step flow in order. The paymentSignature/PAYMENT-SIGNATURE restatement is the mechanism itself, not filler, though it could have been tightened.

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?

For a 6-param tool with no annotations and no output schema, the description covers the payment gate well but says nothing about what the analysis returns, how the metadata params influence it, or the sibling payment-info tool. Adequate on the money path, incomplete elsewhere.

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 only 33%, so the schema documents transcript and paymentSignature while four metadata params (rep, title, company, prospect) are undocumented in both places. The description does clarify the crucial paymentSignature/PAYMENT-SIGNATURE header semantics and implies transcript is the payload, but adds nothing for the metadata fields.

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?

States a specific verb and resource: paid analysis of a sales-call transcript. It is distinguishable from get_callflow_payment_info because it is the analysis endpoint rather than the payment-info endpoint, though the sibling is never named explicitly.

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

Usage Guidelines4/5

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

Gives concrete when-to-use mechanics: call without paymentSignature to receive the x402 challenge, then retry with a valid PAYMENT-SIGNATURE to get the analysis. It does not point the agent at get_callflow_payment_info as a way to obtain payment details, leaving one routing decision implicit.

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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