What is an Internal Quality Score (IQS)?

IQS is the grade assigned to a ticket during the QA process based on your rubrics. The agent can retrieve this score using the `get_ticket_qa_details` tool.

How do I download a data export?

First, request the export using `request_qa_data_export`. Once processed, use `get_export_download_links` with the provided ID to retrieve the download URL.

Where do I find my API Token?

Log in to MaestroQA, go to Settings > API, and generate a new token. Note that the API is also referred to as 'Rippit' in technical documentation.

MaestroQA MCP Server for Claude Desktop 7 tools — connect in under 2 minutes

Name: MaestroQA
Availability: InStock
Author: Vinkius

modelcontextprotocol.io/quickstart/user

Built by Vinkius GDPR 7 Tools IDE

Claude Desktop is Anthropic's native application for interacting with Claude AI models on macOS and Windows. It was the first consumer application to ship with built-in MCP support, making it the reference implementation for the Model Context Protocol standard.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install MaestroQA and 2,500+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

{
  "mcpServers": {
    "maestroqa": {
      // Your Vinkius token. get it at cloud.vinkius.com
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About MaestroQA MCP Server

Connect your MaestroQA account to any AI agent to automate your customer service quality assurance and performance reporting. This MCP server enables your agent to list tickets, monitor QA scores, request detailed data exports, and sync external CSAT scores directly from natural language interfaces.

Claude Desktop is the definitive way to connect MaestroQA to your AI workflow. Add Vinkius Edge URL to your config, restart the app, and Claude immediately exposes all 7 tools in the chat interface. ask a question, Claude calls the right tool, and you see the answer. Zero code, zero context switching.

What you can do

Score Monitoring — List support tickets and retrieve real-time Internal Quality Scores (IQS) and grading statuses
Automated Exporting — Initialize asynchronous raw data exports for deep analysis of rubric answers and performance
Agent Oversight — List all support agents and available evaluation rubrics to organize your QA process
CSAT Synchronization — Push external customer satisfaction scores into MaestroQA to correlate them with internal QA grades
Detailed Auditing — Retrieve complete metadata and scoring breakdowns for any individual ticket

The MaestroQA MCP Server exposes 7 tools through the Vinkius. Connect it to Claude Desktop in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect MaestroQA to Claude Desktop via MCP

Follow these steps to integrate the MaestroQA MCP Server with Claude Desktop.

Open Claude Desktop Settings

Go to Settings → Developer → Edit Config to open claude_desktop_config.json

Add the MCP Server

Paste the configuration above into the mcpServers section

Restart Claude Desktop

Close and reopen Claude Desktop to load the new server

Start using MaestroQA

Look for the 🔌 icon in the chat. your 7 tools are now available

Why Use Claude Desktop with the MaestroQA MCP Server

Claude Desktop by Anthropic provides unique advantages when paired with MaestroQA through the Model Context Protocol.

Claude Desktop is the reference MCP client. it was designed alongside the protocol itself, ensuring the most complete and stable MCP implementation available

Zero-code configuration: add a server URL to a JSON file and Claude instantly discovers and exposes all available tools in the chat interface

Claude's extended thinking capability lets it reason through multi-step tool usage, chaining multiple API calls to answer complex questions

Enterprise-grade security with local config storage. your tokens never leave your machine, and connections go directly to Vinkius Edge network

MaestroQA + Claude Desktop Use Cases

Practical scenarios where Claude Desktop combined with the MaestroQA MCP Server delivers measurable value.

Interactive data exploration: ask Claude to query DNS records, look up WHOIS data, and cross-reference results in a single conversation

Ad-hoc security audits: type a domain name and let Claude enumerate subdomains, check DNS history, and flag configuration anomalies. all through natural language

Executive briefings: generate comprehensive domain intelligence reports by asking Claude to compile findings into a formatted summary

Learning and training: new team members can explore API capabilities conversationally without needing to read documentation

MaestroQA MCP Tools for Claude Desktop (7)

These 7 tools become available when you connect MaestroQA to Claude Desktop via MCP:

get_export_download_links

Retrieve links for a requested export

get_ticket_qa_details

Get QA details for a specific ticket

list_qa_agents

List all agents tracked in MaestroQA

list_qa_rubrics

List all available evaluation rubrics

list_qa_tickets

Use optional params for filtering. List tickets and their QA statuses

push_csat_scores

Sync external CSAT scores into MaestroQA

request_qa_data_export

Requires start_date and end_date. Initialize a raw QA data export (Async)

Example Prompts for MaestroQA in Claude Desktop

Ready-to-use prompts you can give your Claude Desktop agent to start working with MaestroQA immediately.

"List all support tickets awaiting QA review in MaestroQA."

"Request a raw data export for the month of July in MaestroQA."

"Show the QA score for ticket ID 'ticket-54321'."

Troubleshooting MaestroQA MCP Server with Claude Desktop

Common issues when connecting MaestroQA to Claude Desktop through the Vinkius, and how to resolve them.

Server not appearing after restart

Ensure the JSON is valid (no trailing commas). Check the file path: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\\Claude\\ (Windows).

Authentication error

Verify your Vinkius token is correct. Go to cloud.vinkius.com to regenerate it if needed.

Tools not showing in chat

Click the 🔌 icon at the bottom of the chat input. If it shows 0 tools, the server may still be connecting. wait a few seconds.

MaestroQA + Claude Desktop FAQ

Common questions about integrating MaestroQA MCP Server with Claude Desktop.

How does Claude Desktop discover MCP tools?

When Claude Desktop starts, it reads the claude_desktop_config.json file and connects to each configured MCP server. It calls the tools/list endpoint to fetch the schema for every available tool, then surfaces them as clickable options in the chat interface via the 🔌 icon.

What happens if the MCP server is temporarily unavailable?

Claude Desktop handles disconnections gracefully. if the server is unreachable at startup, the tools simply won't appear. Once the server becomes available again, restarting Claude Desktop will re-establish the connection. There is no timeout penalty or error loop.

Can I connect multiple MCP servers simultaneously?

Yes. You can add as many servers as you need in the mcpServers section of the config file. Each server appears as a separate tool provider, and Claude can use tools from multiple servers in a single conversation turn.

Is there a limit on the number of tools per server?

Claude Desktop can handle hundreds of tools per server. However, for optimal LLM performance, Vinkius servers are designed to expose focused, well-documented tool sets rather than overwhelming the model with too many options.

Does Claude Desktop support Streamable HTTP transport?

Yes. Claude Desktop supports both SSE (Server-Sent Events) and the newer Streamable HTTP transport that Vinkius uses. Simply provide the server URL. Claude auto-negotiates the transport protocol.