Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
BugBug test automation workflows for AI agents
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
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Works in Claude on the web, desktop and mobile:
https://mcp.bugbug.io/mcpRun this in your terminal
claude mcp add --transport http bugbug-io https://mcp.bugbug.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"bugbug-io": {
"url": "https://mcp.bugbug.io/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": {
"bugbug-io": {
"type": "http",
"url": "https://mcp.bugbug.io/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.bugbug.io/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.
The server asks you to sign in before it lists its tools.
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 with the GitHub account bugbug-io, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 663 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
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 3 of 3 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 (14.22.0) reached the registry yesterday.
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, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
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.
Install BugBug's skills and hosted MCP connection into your AI client with the BugBug CLI:
npx @bugbug-io/cli plugin --agent=<agent>
Choose exactly one supported client: cursor, claude, vscode, codex, or copilot. Use --dry-run to preview the installation.
The installer does not accept --token. The AI client you select completes its own MCP OAuth sign-in after installation. The plugin connects to the production endpoint at https://mcp.bugbug.io/mcp.
Skills provide safe workflow guidance; MCP supplies the live BugBug data and actions. Changes to BugBug resources require the user's explicit authorization.
Skills are available on all BugBug plans. MCP access requires Pro or higher.
| Skill | Capability |
|---|---|
bugbug-context-discovering | Discover the BugBug project, repository, and tested-application context. |
bugbug-project-reporting | Create read-only project health reports for PM and QA audiences. |
bugbug-selectors-authoring | Author, review, repair, and optimize element selectors. |
bugbug-steps-authoring | Choose step types and create or update step payloads. |
bugbug-test-run-debugging | Investigate test runs and classify failures. |
bugbug-tests-authoring | Create and maintain tests from an approved plan. |
bugbug-tests-planning | Plan end-to-end and UI test coverage. |
bugbug-tests-refactoring | Analyze and refactor tests, groups, components, and suites. |
bugbug-yaml-authoring | Create, validate, repair, and explain BugBug YAML. |
Use the plugin when you want an AI coding client to work with BugBug tests and test results. Use its skills for workflow guidance and its MCP connection for live BugBug data, runs, exports, diagnostics, and explicit mutations.
For the complete MCP registry, see the MCP server docs.