How to connect Scorecard to Grok Bot

Connect Grok Bot to Scorecard MCP. Create a new testset for model evaluation, run evaluation on your latest model, and more using natural language, with authentication handled for you.

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Scorecard MCP is an evaluation platform for managing testsets, metrics, and runs. Use it to centralize model evaluations, scores, annotations, and docs search.

2 Tools

Introduction

Grok is xAI's assistant, and its bot builder lets you create a personal agent that holds context, runs skills, and connects to the apps you already use through plugins.

This guide explains how to connect Scorecard to a Grok bot using Composio Connect, which handles OAuth, token refresh, and reliability so you do not have to. You add Composio as a plugin, authenticate once, then ask your bot to work with Scorecard in plain language.

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Why use Composio?

Composio exposes 1,500+ apps to your Grok bot through a single connection, so you get:

  • Connect to 1,500+ apps with on-demand tool loading, so you do not fill your context window with unnecessary tool definitions.
  • Use programmatic tool calling through a remote workbench, letting the model write its own code to handle complex tool chaining. This reduces back-and-forth for frequent tool calls.
  • Handle large tool responses outside the model context to keep conversations lean.

Connecting Scorecard to Grok Bot

Once Grok Bot is set up, you connect Scorecard entirely from its interface, and the whole flow takes under a minute.

Set up Grok Bot

Get access. Grok Bot is included with Cursor Ultra, Cursor Premium Teams, and SuperGrok Heavy. Get the desktop app for macOS or Windows from x.ai/bot and sign in. An iPhone companion app is also available, and your bots sync across devices.

Create a bot. Pick a suggested role or define your own, then give it a short name, one primary job, and a short description of how it should work. Focused bots work best, because a clear role gives the bot more useful context over time.

Connect Scorecard

1. Add the Composio plugin

Click the button. The Composio listing on x.ai opens and launches Grok Bot for you. If the app does not open on its own, click Add to Grok Bot.

Add to Grok Bot

Composio for Grok Bot listing on x.ai with the Add to Grok Bot button

Grok Bot opens the Composio plugin, showing its connector and skills. Click Add.

Composio plugin sheet in Grok Bot with the Add button

2. Authenticate

Go to the Installed section and click the Composio entry. You'll see its connector and skills listed.

Installed Composio plugin showing the Authenticate button

Click Authenticate. You'll be taken to the Composio consent screen. Review the access it requests and click Authorize. Composio handles the OAuth handshake for you, so you never touch API keys or tokens.

Composio authorization screen with Authorize and Deny

3. Connect your Scorecard account

Back in the chat, ask your bot to connect to Scorecard or give it any Scorecard task.

For example, ask it to:

  • "Create a new testset for model evaluation"
  • "Run evaluation on your latest model"
  • "List failing testcases in project Alpha"

It will prompt you to authenticate and authorize access.

That's it. Composio's tools are now available in your Grok bot, and your Scorecard account is ready to use.

What is Grok Bot?

Grok is xAI's assistant, available as a chat interface and a bot builder for creating personal agents that run skills and connect to external apps.

With Composio Connect, your Grok bot can securely access apps like Scorecard through MCP without you sharing account credentials directly with the agent.

What is the Scorecard MCP server, and what's possible with it?

The Scorecard MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Scorecard account. It provides structured and secure access to your evaluation projects and documentation, so your agent can manage testsets, organize testcases, configure metrics, track evaluation runs, and search documentation on your behalf.

  • Evaluation project management: Have your agent create and maintain evaluation projects for testing your AI systems.
  • Testset and testcase organization: Let the agent manage testsets and testcases that cover the scenarios you want to evaluate.
  • Systems and metrics setup: Direct your agent to manage evaluated systems and define the metrics used to measure their performance.
  • Run and result tracking: Instruct your agent to manage evaluation runs, records, scores, and annotations as results are collected.
  • Documentation search: Have your agent search Scorecard SDK documentation for relevant methods, parameters, and usage examples.

Way Forward

Now that Scorecard is connected, extend your setup by connecting the other apps you already use every day, so your Grok bot can run true cross-app workflows end to end.

  • Connect Calendar to turn threads into scheduled meetings automatically.
  • Connect Slack or Teams to post summaries, approvals, and alerts where your team works.
  • Connect Notion, Linear, Jira, or Asana to convert requests into tickets, tasks, and docs.
  • Connect Drive, Dropbox, or OneDrive to fetch, file, and share attachments without manual steps.

Start with one workflow you do repeatedly, then keep adding apps as you find new handoffs. With everything behind a single connection, your bot can coordinate multiple tools safely and reliably in one conversation.

TOOLS

Supported Tools

Every Scorecard MCP action and event your agent gets out of the box.

Execute

Runs JavaScript code to interact with the Scorecard API.

Search docs

Search SDK documentation to find methods, parameters, and usage examples for interacting with the API.

FAQ

Frequently asked questions

With a standalone Scorecard MCP server, the agents and LLMs can only access a fixed set of Scorecard tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Scorecard and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Grok Bot fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Scorecard tools.

Yes, absolutely. You can configure which Scorecard scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Scorecard data and credentials are handled as safely as possible.

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