OpenMesh vs Muggle Works
OpenMesh is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Muggle Works is an MCP server published by multiplex-ai. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-11-11. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  OpenMesh |  Muggle Works |
|---|---|---|
| Docker MCP Catalog | Not seen in the last pass Version: not stated No figure published Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 5.35.0 No figure published Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 5.34.1 Downloads/month (npm): 22 193 Downloads/week (npm): 17 102 Forks (GitHub): 2 Stars (GitHub): 16 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | OpenMesh | Muggle Works |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | No figure on GitHub | 16 |
| Forks (GitHub) (differs) | No figure on GitHub | 2 |
| Last release (differs) | Not published | 2026-11-09 |
| Where it runs (differs) | Remote server (api.openmesh.dev/mcp) | On your machine (@muggleai/works) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares (differs) | 4 | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Apache-2.0 | Apache-2.0 |
| Repository (differs) | Not stated | github.com/multiplex-ai/muggle-ai-works |
| Changes in the last 7 days (differs) | 0 | 7 |
| First seen (differs) | 2026-10-11 | 2026-10-12 |
| Endpoint at the last check (differs) | No HTTP response at the last check (7 h ago) | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
OpenMesh
Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
Muggle Works
Acceptance test agent for coding agents: real-browser tests, with screenshots on the PR.
How to run each
OpenMesh As a remote MCP server
claude mcp add --transport http openmesh https://api.openmesh.dev/mcpMuggle Works As a local MCP server: npm package
claude mcp add --transport stdio muggle -- npx -y @muggleai/works serveCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only OpenMesh has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of Muggle Works publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: OpenMesh · What it can do: Muggle Works · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.