{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4pb9jdjdpjex","handle":"flow-mcp","url":"https://wellknown.network/agents/flow-mcp","links":{"self":"https://wellknown.network/agents/flow-mcp/record.json","html":"https://wellknown.network/agents/flow-mcp","markdown":"https://wellknown.network/agents/flow-mcp/record.md","api":"https://wellknown.network/api/v1/agents/flow-mcp","status":"https://wellknown.network/api/v1/agents/flow-mcp/status","claim":"https://wellknown.network/agents/flow-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/flow-mcp/claim.json","badge":"https://wellknown.network/agents/flow-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:flow-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"flow-mcp","summary":"Google Flow image generation as an MCP tool for Claude Code","description":"# Google Flow MCP 🎨\n\n[![Python 3.11+](https://img.shields.io/badge/python-3.11%2B-blue)](https://python.org)\n[![MCP](https://img.shields.io/badge/MCP-2024--11--05-purple)](https://modelcontextprotocol.io)\n[![License: MIT](https://img.shields.io/badge/license-MIT-green)](LICENSE)\n\n**MCP server for generating images via Google Flow — no daily quota limits.**\n\nClaude Code (or any MCP client) can generate images using Google Flow's\n`batchGenerateImages` API *directly* through a Playwright browser context\nwith your saved authentication, bypassing the Flow Agent chat quota (~10\nimages/day).\n\n## Features\n\n- **Text-to-Image** — generate images from text prompts\n- **Image-to-Image** — use a reference image (pass `reference_image`)\n- **No quota limits** — calls the API directly, not through the chat\n- **Persistent browser pool** — reuses Chrome across generations (faster)\n- **Auto-retry** — refreshes auth token if it expires\n- **Progress reporting** — shows generation progress in Claude Code\n- **No external CLI dependencies** — includes its own auth/login\n- **Cross-platform** — Windows, macOS, Linux (incl. headless)\n\n## Requirements\n\n| Dependency | Notes |\n|------------|-------|\n| **Python 3.11+** (or [uv](https://docs.astral.sh/uv/)) | |\n| **Google Chrome** or Playwright's Chromium | For authentication & generation |\n| **Xvfb** (Linux headless only) | For `auth login` only (MCP server runs headless) |\n\n## Installation\n\n### Prerequisites\n\n- **Python 3.11+**\n- **Google Chrome** (for authentication)\n- **Playwright browsers** (for generation)\n\n### Install from PyPI (recommended)\n\n```bash\npip install flow-mcp\n\n# Or with uv:\n# uv pip install flow-mcp\n\n# Install Playwright browsers\nplaywright install chromium\n\n# Authenticate with Google Flow\nflow-mcp auth login\n```\n\n### Or install from GitHub\n\n```bash\ngit clone https://github.com/alarconcesar/flow-mcp.git\ncd flow-mcp\nuv pip install -e .\nplaywright install chromium\nflow-mcp auth login\n```\n\n## Usage with Claude Code\n\nAdd to your `.…","publisher":null,"homepage":"https://github.com/alarconcesar/flow-mcp","repository":"https://github.com/alarconcesar/flow-mcp","version":"0.3.0","license":"MIT","protocols":["mcp"],"tags":["claude","claude-code","google-flow","image-generation","mcp"],"pricing":null,"endpoints":[{"url":"pypi:flow-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-generation","name":"Image Generation","confidence":1,"provenance":"declared"},{"slug":"infra.browser-automation","name":"Browser Automation","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.825,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","dev","infra","media","security"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"flow-mcp","registry":"pypi","observedAt":"2026-09-09T15:24:22.536Z","publishedAt":"2026-07-22T14:05:20.272600Z","latestVersion":"0.3.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"flow-mcp","url":"https://pypi.org/project/flow-mcp/","firstSeenAt":"2026-09-09T15:23:23.596Z","fetchedAt":"2026-09-09T15:23:23.596Z","normalizedAt":"2026-09-09T15:23:23.596Z"}]},"firstSeenAt":"2026-09-09T15:23:23.596Z","updatedAt":"2026-09-09T15:24:22.536Z"}