Wan2GP Agentic Skill allows Linux AI agents such as OpenClaw, Hermes, or any Python-based agent to generate videos through a Windows PC running
Wan2GP Agentic Skill allows Linux AI agents such as OpenClaw, Hermes, or any Python-based agent to generate videos through a Windows PC running Wan2GP on the local network. The wan2gp agentic skill mcp server wraps that behind the Model Context Protocol, so an assistant can use it rather than through you.
You will need 3 environment variables: WAN2GP_URL, WAN2GP_TOKEN, YOUR_SECRET_TOKEN. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Installation goes through your MCP client rather than a global install: point it at fastapi on PyPI and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.
Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. It is maintained by magicmars35; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
{
"mcpServers": {
"wan2gp-agentic-skill": {
"command": "uvx",
"args": ["fastapi"],
"env": {
"WAN2GP_URL": "your-value",
"WAN2GP_TOKEN": "your-value",
"YOUR_SECRET_TOKEN": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| WAN2GP_URL | Endpoint or connection string the server talks to. | Yes |
| WAN2GP_TOKEN | Credential the server authenticates with. | Yes |
| YOUR_SECRET_TOKEN | Credential the server authenticates with. | Yes |
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