Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
AI-powered test automation: run tests, analyze failures, query results across mabl workspaces.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.mabl.com/mcpRun this in your terminal
claude mcp add --transport http mabl https://mcp.mabl.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mabl": {
"url": "https://mcp.mabl.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"mabl": {
"type": "http",
"url": "https://mcp.mabl.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.mabl.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain mabl.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.3) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, yontu
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
com.mabl/mcp on the official MCP RegistryThe server is hosted at mcp.mabl.com and supports two transports:
| Transport | URL |
|---|---|
| Streamable HTTP (recommended) | https://mcp.mabl.com/mcp |
| Server-Sent Events (SSE) | https://mcp.mabl.com/sse |
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.
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 mcp add --transport http mabl https://mcp.mabl.com/mcp
codex mcp add mabl --url https://mcp.mabl.com/mcp
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.
Add an HTTP MCP server entry pointing at the endpoint:
{
"mcpServers": { "mabl": { "type": "http", "url": "https://mcp.mabl.com/mcp" } } }
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.
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.
MIT © 2026 mabl, Inc.