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Saylor Innovations: pay-per-call data

Verify a public repository build or test

verify_repository
Read-onlyIdempotent

Clone a public GitHub repository into a disposable Firecracker microVM, install dependencies, run one declared test, lint, or build script, and return structured logs plus the resolved commit. The service verifies execution, not semantic correctness; private repositories and arbitrary shell commands are not accepted. Costs $0.25 per attempt. Returns the paid HTTP endpoint and x402 instructions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refNoOptional branch or tag to verify.
taskYesBounded package script to run.
repositoryYesPublic GitHub HTTPS repository URL.
packageManagerNoVersion 0.1 supports npm projects; auto selects npm.auto
timeoutSecondsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations declare readOnlyHint, idempotentHint, and destructiveHint false; the description adds context that the tool clones into a disposable environment (non-persistent), runs only declared scripts, and charges $0.25 per attempt. It discloses cost and the limitation on semantic correctness, which go beyond annotations. No contradiction is present.

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 three sentences with no fluff. It front-loads the core action, then states exclusions and cost. Every sentence adds essential information, and the structure is scannable.

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?

Given there is no output schema, the description explains what is returned: 'structured logs plus the resolved commit' and 'the paid HTTP endpoint and x402 instructions.' It covers the core behavior, limitations, and cost. It could mention timeout behavior or error handling, but for an agent to decide whether to invoke, it is sufficiently complete.

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 that the task is a 'declared test, lint, or build script' and that it runs in a microVM, which reinforces the task and repository semantics. However, it does not clarify ref, timeoutSeconds, or packageManager beyond the schema. The baseline of 3 is appropriate.

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 specific verbs and resources: 'Clone a public GitHub repository into a disposable Firecracker microVM, install dependencies, run one declared test, lint, or build script, and return structured logs plus the resolved commit.' It clearly defines the action and output, and distinguishes from sibling tools focused on tokens, wallets, and reports. The clarification 'verifies execution, not semantic correctness' further sharpens the purpose.

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?

The description explicitly states exclusions: 'private repositories and arbitrary shell commands are not accepted,' and implies the scope of use (public repo verification). It does not name alternative tools, but the sibling set makes the uniqueness obvious. It also mentions the cost and payment endpoint, which guides whether to use it.

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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