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Connect Test Coverage Analyzer 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. Find exactly where your tests miss critical code logic.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Test Coverage Analyzer.

  1. 01

    Analyze code coverage

    This capability provides a full overview of how your test suite exercises the source code. It calculates coverage percentages and identifies uncovered nodes.

  2. 02

    Map test targets

    This capability determines exactly which functions and classes your test suite is hitting. Use it to confirm specific code elements are being exercised.

  3. 03

    Identify uncovered complex logic

    This capability pinpoints high-risk areas where complex logic lacks any verification. It focuses on finding unverified code that carries the most risk.

Real work

What teams actually run

01

Auditing AI-Generated Code

Verify that the code your agent just wrote is actually covered by your existing test suite.

02

Finding Testing Gaps

Locate specific functions or classes that your current tests are missing.

03

Risk Management

Find complex, unverified logic paths that could cause production failures.

04

Test Suite Validation

Confirm that your test targets are correctly hitting the intended code elements.

One connector, every AI

Test Coverage Analyzer 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Test Coverage Analyzer 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

891ms average. Fast in production.

Test Coverage Analyzer is checked daily against the live service.

Daily averagePeak 1042ms
Oct 3Today
Fastest day
664ms
Slowest day
1042ms
14-day trend
Improving-14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Test Coverage Analyzer, so you can see the experience inside your AI.

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

Test Coverage Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fkd1YUqjyJjHLruMhXAcb9DbVZGQ1OX4lJgSxmrn/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Test Coverage Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "test-coverage-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fkd1YUqjyJjHLruMhXAcb9DbVZGQ1OX4lJgSxmrn/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 Test Coverage Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Test Coverage Analyzer owners hand off.

Software engineers and QA automation specialists who use AI to assist in code generation.

  • 01

    Software Engineers

    They use the MCP to audit code generated by their AI agents.

  • 02

    QA Engineers

    They use it to find gaps in existing test suites.

  • 03

    DevOps Engineers

    They use it to ensure the reliability of automated deployment workflows.

FAQ

Questions Test Coverage Analyzer owners ask.

  • 01

    How does this MCP analyze code coverage?

    It uses deterministic Abstract Syntax Tree (AST) traversal to identify which functions and classes are exercised by your tests.

  • 02

    Can I use this with my AI agent?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf to perform audits.

  • 03

    What makes a code area 'high risk'?

    The MCP identifies high-risk areas as locations where complex logic has zero or insufficient test verification.

  • 04

    Does this work for code generated by LLMs?

    Yes, it is specifically designed to help you audit the reliability and coverage of code generated by your AI client.

  • 05

    How do I see which functions are being tested?

    You can use the map_test_targets capability to see exactly which functions and classes your test suite is hitting.

  • 06

    How is coverage calculated?

    Coverage is calculated by comparing the set of all executable nodes in the source AST against the set of nodes traversed during the test execution simulation.

  • 07

    What is a critical path risk score?

    It is a metric representing the danger level of untested code, weighted by the logical complexity of the functions left uncovered.

  • 08

    Can I use this with any programming language?

    The capability uses AST traversal, so its support depends on the specific language parsers implemented in the engine.

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