gemini-pro-mcp

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SUMMARY

Use your Google AI Pro subscription from Claude, Codex, Antigravity and Gemini CLI: Gemini via Antigravity, Flow, Gemini app, Notebooks, Jules, Omni video and Nano Banana images. One-command setup. MCP server.

README.md

gemini-pro-mcp

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Your Google AI Pro subscription, inside Claude, Codex and the Gemini CLI. Gemini 4 Argon, Deep Research, Flow videos, Gemini Notebooks, Jules and the rest of the plan you already pay for, as up to 36 MCP tools. One command sets it up.

CI
License: MIT
Python 3.10+
MCP
Glama score
Mentioned in Awesome Gemini CLI
Listed on mcpservers.org
Works with

36 tools · no API bill for Gemini · one command for Claude Code, Codex, Antigravity and Gemini CLI

Demo: doctor checks the setup, Claude asks Gemini for a code review on the AI Pro plan, then reads the Flow credits left

uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp setup

If it saves you an API bill or a tab switch, a ⭐ helps other AI Pro users find it.

Why use it

  • No extra bill for Gemini. gemini_ask, gemini_research and gemini_code run on your AI Pro plan's limits through the Antigravity CLI, not on a pay-per-token API key.
  • The whole plan, not just chat. The tools reach Deep Research, Flow (any-length videos and every Flow tool), Gemini Notebooks (Audio Overviews, quizzes, slides), AI Mode, Jules and the Gemini app. google_pro_benefits lists each benefit and the tool that reaches it.
  • A second brain for your coding agent. Claude or Codex can ask Gemini for a review, a sourced web search or a delegated edit without leaving the session.
  • Set up in one command, checked in one more. setup adds the server to every client it finds. doctor checks what works and tells you how to fix what does not.
  • Safe by default. Gemini reads in a sandbox and cannot change files unless you call gemini_code. Paid calls ask you first. The browser tools are off until you turn them on, and the server never sees or types your Google password.

Ask your agent things like:

"Get a second opinion from Gemini on src/auth.py."
"Research what changed in Flutter 3.47, with sources."
"Make a 2 minute video of a fox's journey through a snowy forest with my Flow credits."
"Put these three PDFs in a Gemini Notebook and make an Audio Overview."
"Turn this logo sketch (./sketch.png) into a clean flat icon, 2K."

How it compares

Most Gemini MCP servers give your agent one thing: a chat with Gemini, or the Gemini API's media models. This one covers the whole AI Pro plan.

gemini-pro-mcp gemini-mcp-tool RLabs gemini-mcp GuDaStudio geminimcp
Gemini on your AI Pro plan, no API key ✅ Antigravity CLI ✅ Antigravity CLI (experimental) ❌ API key Gemini CLI[^cli]
Ask Gemini, review local files ✅ ✅ ✅ ✅
Deep Research ✅ — ✅ (API) —
Images and video ✅ (API, and Flow on the plan) — ✅ (API) —
Google Flow: any-length videos, every Flow tool ✅ — — —
Gemini Notebooks (Audio Overviews, quizzes...) ✅ — — —
Jules coding agent ✅ — — —
One-command setup for Claude Code, Codex, Antigravity and Gemini CLI ✅ setup + doctor Claude Code and Desktop Claude Code Claude Code

Based on each project's README in November 2026. Corrections are welcome in an issue.

[^cli]: Google retired the Gemini CLI for Google AI Pro and Ultra users on 2026-06-18 in favor of the Antigravity CLI. API-key and enterprise users can still use it.

One MCP server, five ways into Google's AI:

Group Tools Runs on Cost
Gemini (subscription) gemini_ask, gemini_research, gemini_code, gemini_agents, gemini_models Antigravity CLI signed in with your Google AI Pro/Ultra account Free: uses your plan's limits
Jules jules_start, jules_status, jules_approve_plan, jules_message, jules_sources, jules_sessions Official Jules API (JULES_API_KEY) Your plan's Jules limits
Media (Gemini API) video_generate, video_edit, video_check, image_generate, video_stitch Official Gemini API: Omni Flash video, Nano Banana images Paid per use (AI Pro's monthly Cloud credit can cover it)
Google AI web apps (experimental) gemini_app, gemini_app_result, google_ai_mode, notebook_*, google_page, google_act, google_pro_benefits Your own signed-in Chrome: Gemini app, Notebooks, AI Mode, AI Studio, Colab, Flow Music, Docs Your plan's limits
Flow (experimental) flow_make_video, flow_job, flow_generate, flow_approve, flow_reject, flow_collect, flow_status, flow_tools, flow_open_tool: every Flow feature and tool Your own signed-in Chrome at flow.google.com Your plan's monthly Flow credits (e.g. 12 credits for an 8 s video)

Quick start

1. Prerequisites

  • uv (or Python 3.10+ with pip)
  • For the Gemini tools: install the Antigravity CLI, run agy once and sign in with your Google AI Pro/Ultra account.
  • For the media tools: an API key from Google AI Studio with billing enabled. See Costs.

2. Add it to your clients (one command)

uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp setup

setup finds Claude Code, Codex, the Antigravity CLI and the Gemini CLI on your computer, adds the server to each one, and then checks what works: the Antigravity sign-in, your API keys, Chrome and the Flow profile. Each item it reports as missing comes with the fix. Restart the clients afterwards.

  • --browser also enables the Flow, Gemini app, AI Mode and Notebook tools. Run gemini-pro-mcp flow-login once afterwards and sign in to Google in the window that opens.
  • --auto-approve pre-approves spending, so paid tools run without asking first.
  • --client codex (repeatable) sets up only the clients you name. --dry-run shows the changes without making them.

Edited config files are backed up next to themselves (config.toml.bak, settings.json.bak). To check things again later, without changing anything:

uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp doctor --flow

To add the server by hand instead, use the client's own command:

Claude Code

claude mcp add gemini-pro --scope user -- uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp

Codex

codex mcp add gemini-pro -- uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp

Or in ~/.codex/config.toml. Raise the tool timeout: Flow and Deep Research calls take minutes, longer than Codex's default.

[mcp_servers.gemini-pro]
command = "uvx"
args = ["--from", "git+https://github.com/Muzaqil555/gemini-pro-mcp", "gemini-pro-mcp"]
startup_timeout_sec = 60
tool_timeout_sec = 900

Antigravity CLI and Gemini CLI

agy mcp add gemini-pro -- uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp
gemini mcp add gemini-pro uvx --from git+https://github.com/Muzaqil555/gemini-pro-mcp gemini-pro-mcp

Settings go in as environment variables, e.g. agy mcp add --env GEMINI_PRO_ENABLE_BROWSER=1 gemini-pro -- ..., or in the .env file below.

Claude Desktop, Cursor, Windsurf and other clients. Add this to the client's MCP config:

{
  "mcpServers": {
    "gemini-pro": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/Muzaqil555/gemini-pro-mcp", "gemini-pro-mcp"]
    }
  }
}

3. Add your API key (media tools only)

Put it in ~/.config/gemini-pro-mcp/.env so it stays out of client configs:

GEMINI_API_KEY=your-key

Or pass it as an env entry in the client config. Restart the client afterwards.

Tools

Gemini on your subscription

Tool What it does
gemini_ask Ask Gemini anything. Pass paths to let it read local files or folders, and conversation_id to continue a chat.
gemini_research Live web research with Google Search. The answer ends with source URLs.
gemini_models Lists the models your account can use, for example Gemini 4 Argon and Gemini 3.8 Flash.

Every request runs agy --print in plan mode with the sandbox on, so Gemini can read and search but cannot change your files or run commands.

Media through the Gemini API

Tool What it does
video_generate Text to video with native audio. Optional first frame, last frame and up to 3 reference images. 16:9 or 9:16, 360p to 4K.
video_edit Edit a previous result (previous_id) or a local clip of 10 s or less, or extend it, up to 40 s in total.
video_check Fetches a video that was still rendering. Free.
image_generate Create or edit images with Nano Banana 2.1, Nano Banana 2 Lite or Nano Banana Pro, at 1K, 2K or 4K.
video_stitch Joins clips into one MP4, locally and for free (bundled ffmpeg, flow extra).

Files are saved to ~/gemini-pro-output (change it with GEMINI_PRO_OUTPUT_DIR).

Video uses Gemini Omni Flash. Google shut down the Veo 3.1 preview models on 2026-10-22 and recommends Omni Flash instead.

Costs

Prices are taken from Google's pricing page as of October 2026. Check it for current numbers.

What Price Free tier
Gemini tools (gemini_*) Included in Google AI Pro/Ultra (plan limits apply) n/a
Video, Omni Flash 720p about $0.10 per second (8 s ≈ $0.80) none
Image, Nano Banana 2.1 $0.034 (1K) / $0.05 (2K) / $0.11 (4K) none
Image, Nano Banana Pro $0.13 (1K/2K) / $0.24 (4K) none

Does Google AI Pro pay for the API? Not directly. Google says plan benefits apply in the AI Studio web UI, and API-key usage is billed separately. AI Pro does include a monthly Google Cloud credit through the Google Developer Program, which can be spent on the Gemini API once billing is enabled. Google's blog gives the amount as $10/month.

By default the server tells the model to confirm with you before every paid call. If you would rather not be asked, set GEMINI_PRO_AUTO_APPROVE=1: the model then just does it and reports the cost afterwards.

Configuration

Variable Default Meaning
GEMINI_API_KEY (none) Gemini API key for the media tools
JULES_API_KEY (none) Jules API key from jules.google.com/settings, for the jules_* tools
GEMINI_PRO_OUTPUT_DIR ~/gemini-pro-output Where videos and images are saved
AGY_PATH agy on PATH Path to the Antigravity CLI
GEMINI_PRO_AGY_MODEL agy's default Default model for gemini_* tools
GEMINI_PRO_AGY_TIMEOUT 600 Seconds per Antigravity request
GEMINI_PRO_ENABLE_BROWSER off 1 registers the browser tools (Flow, Gemini app, AI Mode, Google AI sites)
GEMINI_PRO_FLOW_PROJECT open or most recent project Flow project id to work in
GEMINI_PRO_AUTO_APPROVE off 1 = spending is pre-approved: no confirmation questions, Flow requests are approved automatically
GEMINI_PRO_ENV_FILE ~/.config/gemini-pro-mcp/.env Optional file with any of the above

Everything in Google AI Pro

google_pro_benefits lists every benefit of the plan and the tool that reaches it. Here is the short version:

Benefit How this server reaches it
Gemini app: 4 Argon, 3.1 Pro, thinking levels, files gemini_app
Deep Research gemini_app(tool="deep_research"), then gemini_app_result
Images (Nano Banana), Veo videos, music, Canvas, Guided learning in Gemini gemini_app(tool=...)
Gemini Notebook (former NotebookLM): sources, Audio/Video Overviews, slides, quizzes... notebook_list, notebook_create, notebook_add_sources, notebook_ask, notebook_studio
AI Mode in Google Search google_ai_mode
Google Flow: video, images, every Flow tool flow_* tools
Antigravity: Gemini 4 Argon on your quota gemini_ask, gemini_research, gemini_code (edits a folder), gemini_agents
Jules coding agent (GitHub, PRs) jules_start, jules_status, jules_approve_plan, jules_message, jules_sources, jules_sessions (official API, JULES_API_KEY)
AI Studio, Colab, Flow Music, Gemini in Docs google_page / google_act
$10/month Cloud credit (Developer Program) video_generate, image_generate (Gemini API)
5 TB storage, Gmail, Calendar Google's official MCP connectors
Mobile-only or US-only features (Photos AI, Auto browse, TV Create Hub, Earth...) Listed by google_pro_benefits as out of reach
Buying AI credits Never automated

google_page and google_act work like a person in your browser. They read a page as numbered elements, then click, type, upload files, choose options and download results, so a new feature in any of these apps is usable on day one. They only operate the Google AI sites listed in google_web.py. Sign-in, payment and account pages are off limits.

Flow (experimental)

Google Flow has no public API. The Flow tools drive the website in a dedicated Chrome profile that you sign in to yourself:

uvx --from "gemini-pro-mcp[flow] @ git+https://github.com/Muzaqil555/gemini-pro-mcp" gemini-pro-mcp flow-login

Then set GEMINI_PRO_ENABLE_BROWSER=1 (the older GEMINI_PRO_ENABLE_FLOW=1 still works). This enables every browser-based tool: Flow, the Gemini app, AI Mode and the other Google AI sites, all in that one signed-in profile.

Tool What it does Credits
flow_make_video Any length (e.g. duration_seconds=120). Gemini splits the idea into 4–8 s shots with matching descriptions, Flow generates each one, and the clips are joined into one MP4. Runs in the background. ~12 per 8 s
flow_job Progress of flow_make_video: clips done, credits used, final file none
flow_generate Sends your request to Flow's agent and returns its answer, including the cost question ("…1 video generation, costing 12 credits?") none
flow_approve Answers that question with Approve, waits for the result and saves it (720p MP4 / original image) spends credits
flow_reject Declines the pending request none
flow_collect Downloads the newest items of the project none
flow_status Checks the sign-in and shows the credits left none
flow_tools Lists every Flow tool: Google's (Image Editor, Mockup, Shot Explorer, Mask Magic, Video Resizer, Transition Machine, Type Overlays, Shader Effects, Poster Designer…), the community's and your own none
flow_open_tool Opens a tool by name and shows its interface (a Google or community tool becomes your own "Remix of …" copy, as in Flow) none
google_page / google_act Read any Flow page or tool as numbered elements, then click, type, upload files, pick options or export, like a person. This reaches whatever has no dedicated tool: Characters, Scenes, Library, upscaling, each tool's controls depends on the button

Every Flow feature is reachable. Flow's agent (flow_generate) handles anything you can ask in words, and google_page + google_act operate anything with buttons. For example, "put my last clip through Video Resizer at 9:16" opens the tool, imports the clip, exports a 9:16 copy and downloads it. That flow was tested end to end.

By default spending is a separate call: flow_generate stops at Flow's own permission question, and the model has to ask you before it calls flow_approve. With GEMINI_PRO_AUTO_APPROVE=1 the tools approve it themselves. Either way, keep Flow's "Confirm before generating: Always" setting on (the default), because the tools rely on that question.

Tested on 2026-10-21 with Omni 1.1 Flash: an 8 s, 1280×720, 24 fps video for 12 credits, end to end.

Read this first. Automating Flow's website may conflict with Google's terms of service, and it breaks whenever Google changes the page. This project never types or stores your credentials and uses no stealth tricks. If Google shows a CAPTCHA, you solve it. Use at your own risk.

How it works

Claude ── MCP (stdio) ──> gemini-pro-mcp ──┬── agy --print (plan + sandbox) ──> Gemini on your AI Pro plan
                                           ├── google-genai Interactions API ──> Omni Flash / Nano Banana
                                           └── Playwright over CDP ──> your Chrome ──> flow.google.com

Roadmap

  • Flow: generate, approve and download videos with plan credits
  • Flow: videos of any length (flow_make_video)
  • Flow: images, characters, smoother shot transitions (extend instead of separate clips)
  • Music generation (Lyria)
  • Publish to PyPI (uvx gemini-pro-mcp)
  • Deep Research reports
  • Animated demo (docs/demo.svg, built by docs/make_demo.py from real output)
  • One-command setup for Claude Code, Codex, Antigravity CLI and Gemini CLI

Ideas and pull requests are welcome. See CONTRIBUTING.md.

Disclaimer

This is an independent open-source project. It is not affiliated with, endorsed by or sponsored by Google or Anthropic. Gemini, Google AI Pro, Flow and Antigravity are trademarks of Google LLC.

License

MIT

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