What does this MCP actually do?

It automates quality assurance for repairs by comparing what was supposed to be done against what was actually reported and photographed.

Which AI clients can I use with this MCP?

You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.

How does it verify visual work?

It uses the evaluate_visual_compliance capability to check uploaded photos against the written completion reports.

Can it help with customer communication?

Yes, it uses the generate_quality_summary capability to create checklists and reports for customers.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

What does this server do?

It automates the comparison between what was planned in a repair scope and what was actually performed, providing a final checklist for customers.

How can I use the visual verification capability?

You can use evaluate_visual_compliance by providing a photo set ID and the specific work item ID to verify if the physical repair matches the report.

Does it support functional testing?

Yes, verify_functional_integrity allows you to check if post-repair measurements fall within your required performance thresholds.

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Connect Repair Quality Review to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Verify repair work against original scopes automatically.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Repair Quality Review.

01
Analyze repair completeness
This capability checks if the work documented in a completion report actually meets the requirements set in the original repair scope.
02
Evaluate visual compliance
This capability uses provided photos to confirm that the physical work performed matches what was reported in the documentation.
03
Generate quality summary
This capability pulls all inspection findings together into a single report for your customers.
04
Verify functional integrity
This capability compares post-repair performance test results against the required standards to ensure everything works correctly.

Real work

What teams actually run

Automated Post-Repair Audit

Compare a completed automotive repair against the original work order to ensure every part was replaced.

Visual Work Validation

Use photos of a finished repair to confirm the technician actually installed the parts they claimed to.

Functional Testing Review

Check if a machine's post-repair performance meets the required technical specifications.

Customer Handover Preparation

Create a final quality summary and pickup checklist once a repair is verified as complete.

One connector, every AI

Repair Quality Review works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Repair Quality Review to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

873ms average. Fast in production.

Repair Quality Review is checked daily against the live service.

Daily averagePeak 1209ms

Oct 3Today

Fastest day: 751ms
Slowest day: 1209ms
14-day trend: Slowing+18%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Repair Quality Review, so you can see the experience inside your AI.

It does not authenticate your account with Repair Quality Review. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Repair Quality Review Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_HH56K1WWPp7kDE017wNIVHEdRT8kpchmdn6JUvgY/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Repair Quality Review capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "repair-quality-review-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HH56K1WWPp7kDE017wNIVHEdRT8kpchmdn6JUvgY/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Repair Quality Review in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Repair Quality Review owners hand off.

This MCP is built for service operations that need to verify technical work before it reaches the customer.

01
Service Managers
They hand off repair logs and photos to the AI to ensure quality standards are met.
02
Quality Assurance Inspectors
They use the capability to automate the comparison between work scopes and final results.
03
Repair Technicians
They provide the completion data and visual evidence that the AI analyzes.

FAQ

Questions Repair Quality Review owners ask.

01
What does this MCP actually do?
It automates quality assurance for repairs by comparing what was supposed to be done against what was actually reported and photographed.
02
Which AI clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
03
How does it verify visual work?
It uses the evaluate_visual_compliance capability to check uploaded photos against the written completion reports.
04
Can it help with customer communication?
Yes, it uses the generate_quality_summary capability to create checklists and reports for customers.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
06
What does this server do?
It automates the comparison between what was planned in a repair scope and what was actually performed, providing a final checklist for customers.
07
How can I use the visual verification capability?
You can use evaluate_visual_compliance by providing a photo set ID and the specific work item ID to verify if the physical repair matches the report.
08
Does it support functional testing?
Yes, verify_functional_integrity allows you to check if post-repair measurements fall within your required performance thresholds.

Explore

More in Quality Assurance

Connect Repair Quality Review to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze repair completeness

Evaluate visual compliance

Generate quality summary

Verify functional integrity

What teams actually run

Automated Post-Repair Audit

Visual Work Validation

Functional Testing Review

Customer Handover Preparation

Building your own app? The connector is yours to use.

Repair Quality Review Connector

Claude Desktop

Service Managers

Quality Assurance Inspectors

Repair Technicians

What does this MCP actually do?

Which AI clients can I use with this MCP?

How does it verify visual work?

Can it help with customer communication?

Do I need to host the MCP myself?

What does this server do?

How can I use the visual verification capability?

Does it support functional testing?

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