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Connect Builder Team Velocity Metrics to ChatGPT and Claude

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. Get clear data on your software team's output and speed.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Builder Team Velocity Metrics.

  1. 01

    Identify improvement areas

    This capability finds specific bottlenecks in your workflow, such as issues with capacity or flow.

  2. 02

    Calculate efficiency score

    This capability generates a single metric that balances your team's total output against their defect rates.

  3. 03

    Evaluate delivery speed

    Use this to see how fast work actually moves through your team's pipeline.

  4. 04

    Get velocity per member

    This capability calculates the individual throughput for each person on the team.

Real work

What teams actually run

01

Sprint Retrospectives

Ask your agent to identify improvement areas to guide your next team meeting.

02

Capacity Planning

Use individual throughput data to plan how many story points to commit to next sprint.

03

Performance Reviews

Check efficiency scores to see how quality and output have trended over time.

04

Delivery Forecasting

Analyze delivery speed to understand the rhythm of your development pipeline.

One connector, every AI

Builder Team Velocity Metrics 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 Builder Team Velocity Metrics 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

852ms average. Fast in production.

Builder Team Velocity Metrics is checked daily against the live service.

Daily averagePeak 986ms
Oct 3Today
Fastest day
708ms
Slowest day
986ms
14-day trend
Stable+2%

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 Builder Team Velocity Metrics, so you can see the experience inside your AI.

It does not authenticate your account with Builder Team Velocity Metrics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Builder Team Velocity Metrics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7ENzHyLFYsVpo3ENm7VKr7eKOmP2d6p8gPcr9Gv0/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 — Builder Team Velocity Metrics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "builder-team-velocity-metrics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7ENzHyLFYsVpo3ENm7VKr7eKOmP2d6p8gPcr9Gv0/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 Builder Team Velocity Metrics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Builder Team Velocity Metrics owners hand off.

Engineering leaders and agile practitioners use this MCP to get data-driven insights into their development cycles.

  • 01

    Engineering Managers

    They ask the AI to report on team efficiency and individual throughput.

  • 02

    Scrum Masters

    They use the capability to find workflow bottlenecks and capacity issues.

  • 03

    Product Owners

    They check delivery speed to better predict when features will ship.

FAQ

Questions Builder Team Velocity Metrics owners ask.

  • 01

    What AI clients can I use with this MCP?

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

  • 02

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 03

    How does the efficiency score work?

    The capability calculates a score by balancing your team's total output against their defect rates.

  • 04

    Can this help me find why my team is slow?

    Yes, the identify_improvement_areas capability specifically looks for bottlenecks in flow, quality, or capacity.

  • 05

    Is this for individual or team metrics?

    It handles both, providing capabilities for individual throughput and holistic team efficiency.

  • 06

    How does this capability calculate team efficiency?

    The calculate_efficiency_score capability calculates a normalized value by balancing sprint velocity against the defect rate, while adjusting for team maturity and task complexity.

  • 07

    Can I identify specific workflow bottlenecks?

    Yes, by using identify_improvement_areas, the system can detect if the primary bottleneck is Quality, Flow, or Capacity Utilization.

  • 08

    What metrics are required for velocity analysis?

    To calculate individual throughput, you need to provide the total sprint velocity and the total number of active team members to the get_velocity_per_member capability.

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