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Moltline Code Review & AI-Code Verifier

This connector has been deprecated

Superseded listing, not a dead server. This entry was imported from an early Glama registration under com.moltlinestudio.mcp; the same server is listed under its official MCP Registry name — use com.moltlinestudio/codereview. Endpoint unchanged: https://mcp.moltlinestudio.com/codereview — still live, still free on the free tier. Only this duplicate entry is deprecated.

Get Reviewer Persona

get_reviewer_persona
Read-onlyIdempotent

Load the Senior Reviewer persona for consistent, high-signal reviews. PREMIUM (license).

The persona is a reviewing voice that is skeptical, specific, and kind: demands evidence over vibes and blocks only on real risk. Takes no arguments. Returns {"persona": ..., "identity": ..., "rules": ["...", ...], "opening_move": "..."} ready to adopt as a system prompt.

Use to keep repeated reviews consistent in voice and rigor. Not for running a review - the scan tools do that. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": ""}. Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive/closed-world, but the description adds genuinely non-structured context: a PREMIUM license gate, a no-argument contract, and an error contract stating that malformed input returns an {"error": ...} payload rather than a protocol error and that retrying after correction is safe. The one redundancy is restating the return shape, which the output schema already carries.

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?

Front-loaded with the action and the premium gate, then voice characterization, then usage and error contract. It is slightly padded by the persona flavor line ('skeptical, specific, and kind...') and by the inline return-shape string that duplicates the output schema, but no sentence is pure filler.

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

Completeness5/5

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

For a zero-parameter, read-only persona loader with an output schema present, the definition covers everything an agent needs: what it returns conceptually, that it takes no input, the license prerequisite, the error/retry behavior, and how it differs from the scan tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Zero parameters, so the baseline is 4; the description confirms the contract with 'Takes no arguments,' which matches the empty schema with additionalProperties: false. There is nothing further to disambiguate.

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?

States a specific verb+resource ('Load the Senior Reviewer persona') and immediately characterizes what the loaded artifact is: a reviewing voice with stated traits that returns a system-prompt-shaped object. It explicitly distinguishes itself from the sibling scan/report tools by saying it is 'Not for running a review - the scan tools do that.'

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

Usage Guidelines5/5

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

Gives an explicit when ('Use to keep repeated reviews consistent in voice and rigor'), an explicit when-not ('Not for running a review'), and points to the class of alternatives ('the scan tools') among the listed siblings. An agent can route correctly without inspecting any schema.

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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