mabl MCP server

MCP serverDev tools

Once added, your AI can run your mabl tests, work out why failures happened, and look up results across your mabl workspaces. It connects your AI to mabl's test automation, so checking on test runs happens right in your conversation instead of in a separate tool.

Available today. Use it from your connected AI after setup.

After adding it, ask your AI to run one of your mabl tests or pull up the latest results from a workspace.

Then ask your AI: use mabl MCP server

What your AI can do with it

  • Run your mabl tests whenever you ask
  • Analyze failed tests to see what went wrong
  • Look up test results across all your mabl workspaces

From the project's README

As published by mablhq/mabl-mcp-server in README.md.

The mabl Model Context Protocol (MCP) server lets AI assistants and agents work directly with your mabl tests — run tests, analyze failures, create tests in the cloud, and query results across your workspaces.

This repository hosts the public documentation and registry listing for the hosted mabl MCP server. The server is operated by mabl as a managed remote service — there is nothing to install or self-host.

Endpoints

The server is hosted at mcp.mabl.com and supports two transports:

TransportURL
Streamable HTTP (recommended)https://mcp.mabl.com/mcp
Server-Sent Events (SSE)https://mcp.mabl.com/sse

Requirements

  • A mabl account — you sign in with your existing mabl credentials.
  • The AI-powered tools (failure analysis, results-analysis chat, cloud test generation) require the corresponding mabl AI entitlements on your workspace.

Authentication

The server uses standard MCP OAuth. The first time your client connects it opens a browser to sign in with your mabl identity and authorize access; after that your client caches the token and reconnects automatically — there are no API keys to copy or manage. See docs/authentication.md for the full flow.

Connect a client

Point any MCP-capable client at the Streamable HTTP endpoint https://mcp.mabl.com/mcp (or the SSE endpoint https://mcp.mabl.com/sse for clients that require SSE). A few common clients:

Claude Code

claude mcp add --transport http mabl https://mcp.mabl.com/mcp

Codex CLI

codex mcp add mabl --url https://mcp.mabl.com/mcp

Gemini CLI

This repository doubles as a Gemini CLI extension, so it installs in one command — no JSON to edit:

gemini extensions install https://github.com/mablhq/mabl-mcp-server

The extension configures the endpoint and ships a GEMINI.md with guidance on using the mabl tools. Verify it with gemini extensions list.

Cursor / VS Code / other JSON-configured clients

Add an HTTP MCP server entry pointing at the endpoint:

{
  "mcpServers": {
    "mabl": {
      "type": "http",
      "url": "https://mcp.mabl.com/mcp"
    }
  }
}

Claude Desktop

Add a custom connector with the URL https://mcp.mabl.com/mcp.

On first use, the client will prompt you to sign in to mabl in your browser.

Available tools

The canonical, always-current tool reference is the mabl help center article, regenerated from the live server on every release. docs/TOOLS.md summarizes the high-level tool areas and links to it. You can also call tools/list from any connected client to see exactly what the server exposes.

Support

License

MIT © 2026 mabl, Inc.

Signals

Last commit
Aug 2026
Advanced
Delivery
mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
com-mabl-mcp
Source
github.com/mablhq/mabl-mcp-server
Hosted endpoint
https://mcp.mabl.com/mcp