x402-pip-audit
x402-pip-audit: Python package security audit. 🆓 5 free trial calls per signed wallet
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | No | Name to process | |
| package | No | Package to process | |
| version | No | Version to process |
x402-pip-audit: Python package security audit. 🆓 5 free trial calls per signed wallet
| Name | Required | Description | Default |
|---|---|---|---|
| name | No | Name to process | |
| package | No | Package to process | |
| version | No | Version to process |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations and no output schema, the description carries the full burden of behavioral disclosure, and it only partially meets it. It discloses a rate-limit trait ('5 free trial calls per signed wallet'), which is useful, but it does not state what the audit checks, what the response looks like, whether dependencies are scanned, or whether network/auth access is needed.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is one short sentence with the purpose front-loaded, plus an emoji and trial-call note. It is appropriately sized and wastes no words; the trial-call note, while promotional in tone, conveys a genuine rate-limit constraint. Minor deduction because the marketing-style emoji adds noise without functional value.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with no annotations, no output schema, and three optional parameters whose semantics are unclear, the description is incomplete. An agent cannot determine whether to pass one parameter or all three, what a valid 'name' vs 'package' is, or what result format to expect from the audit. This is a significant gap for a tool with real invocation requirements.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. However, the schema descriptions are placeholder-grade ('Name to process', 'Package to process', 'Version to process') and add almost no meaning. The description's 'Python package' phrase provides the only real semantic hint that 'package' refers to a PyPI package, which keeps it at baseline rather than above it.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb and resource: 'Python package security audit' tells an agent this is a security auditing tool for Python packages. The 'Python' qualifier also distinguishes it from sibling tools like x402-npm-audit, though it doesn't name them explicitly. It lacks detail on what the audit covers (dependencies, CVEs), so it's clear but not maximally precise.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is given on when to use this tool versus the many audit siblings (x402-npm-audit, x402-ai-audit, x402-smart-contract-audit) or what input format is expected (PyPI package name? requirements.txt?). The only extra information is the trial-call limit, which is a constraint rather than usage guidance.
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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