FlowScope UX Flow Analyser

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.DavidNgugi/flowscope",
  "description": "Turn YouTube product demos into structured UX flow reports, and compare demos side by side.",
  "title": "FlowScope UX Flow Analyser",
  "repository": {
    "url": "https://github.com/DavidNgugi/flowscope",
    "source": "github",
    "subfolder": "mcp"
  },
  "version": "0.1.1",
  "websiteUrl": "https://github.com/DavidNgugi/flowscope",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "flowscope-mcp",
      "version": "0.1.1",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Base URL of the running FlowScope backend. '/api' is appended if absent.",
          "format": "string",
          "default": "http://127.0.0.1:8000",
          "name": "FLOWSCOPE_API_URL"
        },
        {
          "description": "Bearer token, only needed when the backend sits behind an authenticating proxy.",
          "format": "string",
          "isSecret": true,
          "name": "FLOWSCOPE_API_TOKEN"
        },
        {
          "description": "Default seconds that flowscope_analyze_video waits for a job before returning a job id.",
          "format": "number",
          "default": "900",
          "name": "FLOWSCOPE_MAX_WAIT"
        }
      ]
    }
  ],
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "categories": [
        "research",
        "ux",
        "video"
      ],
      "notes": "Requires a running FlowScope backend plus ffmpeg and an LLM provider key on the backend host. Not a hosted service.",
      "requiresLocalService": true
    }
  }
}