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Abacore-net

acn-preflight-mcp

by Abacore-net

repo_contribution_readiness

Evaluate a repository's contribution readiness and return the HTTP 402 order payload if paid access is required.

Instructions

Assess repository contribution readiness. Without paid access this returns the hosted HTTP 402 order payload.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repo_urlYes
change_typeNo
access_tokenNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description bears the full burden of disclosing behavioral traits. It does mention one specific behavior: 'Without paid access this returns the hosted HTTP 402 order payload,' which is useful. However, it does not disclose whether the tool is read-only, whether it makes network calls, how access_token affects behavior, or any side effects. This is minimal disclosure for a tool that likely interacts with external systems.

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 consists of two concise sentences. The first front-loads the core purpose, and the second adds a critical behavioral detail about the 402 fallback. There is no extraneous content, and both sentences earn their place. It is appropriately sized and well-structured.

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 has three parameters, no annotations, and only a brief mention of the 402 fallback, the description is incomplete. It does not explain what each parameter is for, how to use the access_token, when the paid access applies, or any prerequisites for successful invocation. While an output schema exists, the description still fails to provide enough context for an agent to select and call the tool correctly.

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%, so the description must compensate by explaining the meaning and usage of parameters like repo_url, change_type, and access_token. It does not mention any of them. The description only states the overall purpose and a payment fallback behavior, leaving agents to infer parameter semantics purely from their names, which is insufficient.

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?

The description opens with 'Assess repository contribution readiness,' which is a specific verb and resource, clearly indicating the tool's function. It does not explicitly contrast it with sibling tools like bounty_reality_check or payment_preflight, but the phrase 'without paid access' hints at a payment-related context that loosely differentiates it. Overall, the purpose is clear, though not fully distinguished from alternatives.

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 provides no guidance on when to use this tool versus the sibling tools 'bounty_reality_check' or 'payment_preflight.' There is no mention of conditions, exclusions, or alternatives. The only contextual clue is the 402 payment reference, but that does not help an agent decide between this and related tools.

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