How to Use the GitLab MCP in Mastra AI

Q: How can Mastra AI search GitLab globally?

Call searchgitlabglobal within your agent definition. It returns results from across your entire instance for quick lookup.

Q: Can GitLab and Mastra AI coordinate across groups?

Use listvisiblegroups to map out your hierarchy. Your agents can traverse these groups to find the right projects for your workflows.

Build complex GitLab automation workflows using Mastra AI to handle your project management tasks with conditional logic.

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Connect GitLab MCP to Mastra AI

Create your Vinkius account to connect GitLab to Mastra AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup GitLab with Mastra AI

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Automated issue triage with Mastra AI

Create workflows that detect new tickets and act on them. You can use `list_project_issues` to feed data into your agent logic for categorization. If an issue matches your criteria, the agent can use `create_project_issue` to add labels or assign teammates automatically.

Handle failed builds in Mastra AI

Monitor your deployment health by querying `list_project_pipelines`. You can set up a branch that notifies your team if a critical pipeline fails. The workflow engine handles the retries and logic. It keeps your CI/CD process moving without manual intervention.

Sync project state with Mastra AI

Keep your documentation in sync by reading repo files with `get_repository_file`. You can automate updates whenever your agent detects a change. It is perfect for multi-step tasks that require reading code before opening a merge request. The tools integrate into your existing Mastra pipeline definitions.

Setup guide

Set up GitLab MCP in Mastra AI

Prerequisites

Node.js 18+ and a TypeScript project
@mastra/mcp + @mastra/core packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run npm install @mastra/mcp @mastra/core plus your preferred model provider (e.g. @ai-sdk/openai).
2

Configure the MCPClient
Create an MCPClient with your Vinkius endpoint as a URL object. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Discover and inject tools
Call mcpClient.listTools() and spread the result into your agent's tools object. All GitLab tools become native Mastra tools.
4

Run with any model
Swap openai("gpt-4o") for any AI SDK-compatible provider. Call agent.generate() and the agent routes tool calls through MCP automatically.

agent.ts

import { MCPClient } from "@mastra/mcp";
import { Agent } from "@mastra/core/agent";
import { openai } from "@ai-sdk/openai";

const mcpClient = new MCPClient({
  id: "gitlab-mcp-client",
  servers: {
    "gitlab-mcp": {
      url: new URL(
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
      ),
    },
  },
});

const agent = new Agent({
  name: "GitLab Agent",
  model: openai("gpt-4o"),
  instructions: "You have access to GitLab tools.",
  tools: {
    ...(await mcpClient.listTools()),
  },
});

const result = await agent.generate(
  "List recent GitLab transactions"
);
console.log(result.text);

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Common questions about GitLab MCP in Mastra AI

Call `search_gitlab_global` within your agent definition. It returns results from across your entire instance for quick lookup.

Yes. Use the requireToolApproval setting to pause the agent before it executes `create_project_issue` or other write operations.

Use `list_visible_groups` to map out your hierarchy. Your agents can traverse these groups to find the right projects for your workflows.

It is stored in your environment variables. The server only uses it when your agent triggers a specific tool call.

The server does not persist your repository content. It only processes transient issue and pipeline data during the agent's active execution cycle.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

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