Ai Validation

io.github.ZUHcYaPublished by GitHub account ZUHcYav0.1.2Updated Oct 30, 2026

Independent AI code validation: test bias, edge cases, coverage gaps.

VerifiedSTDIODesktop onlyDeveloper Tools AI & ML

Server details

Identifier: io.github.ZUHcYa/ai-validation
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

Security note

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Overview

AI-generated overview

Local MCP server that gives an assistant independent validation of AI-written code, covering test bias, edge cases and coverage gaps.

What you can do: Provides independent validation of AI-generated code.
Checks tests for bias and blind spots.
Surfaces edge cases that may be missing.
Points out coverage gaps in the test suite.
No tool list is published, so the exact commands are not documented.
When to use it: Worth adding when an assistant writes or reviews code and you want a second, independent check on how well the tests actually cover it, rather than trusting the same model that produced the code.
Requirements: Runs as a local process over stdio, installed from the npm package ai-validation-mcp, so Node.js and npm are needed. No authentication, environment variables or headers are declared. Desktop client only; not available as a web executable.

Before you install

No tools, README or instructions are published, so what it reads and sends is undocumented; review the package before running it on private source code. No credentials are declared, but the code it validates is presumably passed to the server process.

Installation

In SourceWeft

Open Ai Validation in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

v0.1.2LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 days25 pts
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Auth declared10 pts
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Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
License10 pts
Declare a license in the repository or the registry entry.