SERVER

Muggle Works

Rank #6,663

io.github.multiplex-ai/muggleai

Acceptance test agent for coding agents: real-browser tests, with screenshots on the PR.

2 versions
16 GitHub stars
by multiplex-ai (3 servers)View repository ↗
First listed
Nov 11, 2026
Last publish date
Nov 13, 2026
PURPOSE

What you can do with Muggle Works

Muggle Works is a Model Context Protocol (MCP) server published by multiplex-ai. It ranks #6,663 of 176,402 active servers on MCP Toplist, and its repository has 16 GitHub stars. Muggle Works is listed on Official MCP, with 2 tracked versions. It was first listed on Nov 11, 2026 and most recently updated on Nov 13, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Muggle Works can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Muggle Works

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by the Official MCP Registry, last synced Nov 14, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Muggle Works and confirm it works

npm package
claude mcp add muggleai -- npx -y @muggleai/works serve
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Nov 11, 2026
Latest version published
Nov 13, 2026
Version history
2 versions tracked (below)
Requirements evidence
Declared by the Official MCP Registry, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 13, 2026
Registry sightings

Do you maintain Muggle Works? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.

VERSIONS

Available versions (2)

5.36.0 · Nov 12, 20265.37.0 · Nov 13, 2026Nov 12, 2026Nov 13, 2026
VersionPublished
5.37.0Nov 13, 2026
5.36.0Nov 12, 2026
STANDING
#6,663of 176,402 active serversTop 5%

Ranks ahead of 169,739 of 176,402 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 176,402
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.multiplex-ai%2Fmuggleai.svg)](https://mcptoplist.com/server/io.github.multiplex-ai%2Fmuggleai)
HTML
<a href="https://mcptoplist.com/server/io.github.multiplex-ai%2Fmuggleai"><img src="https://mcptoplist.com/badge/io.github.multiplex-ai%2Fmuggleai.svg" alt="MCP Toplist: Top 5% of 176,402" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Muggle Works?
Muggle Works is maintained by multiplex-ai, which publishes 3 MCP servers (3 total versions) tracked on MCP Toplist.
Is Muggle Works listed on the Official MCP Registry?
Yes — Muggle Works is listed on the Official MCP Registry.
How many versions does Muggle Works have?
MCP Toplist tracks 2 versions of Muggle Works, most recently published on Nov 13, 2026.
Where can I find the source code for Muggle Works?
The source code for Muggle Works is hosted at github.com/multiplex-ai/muggle-ai-works.
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