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Connect Gemini to any MCP client without an API key using this server for free text analysis, web research, and AI image
A comprehensive MCP server for Google Gemini that needs NO API key. It combines two free backends so any MCP client (Claude Code, Claude Desktop, …) gets the full Gemini toolbox:
--approval-mode plan).gemini.google.com.Inspired by rlabs-inc/gemini-mcp (feature breadth) and eLyiN/gemini-bridge (CLI bridge) — but API-key-free: it uses the Gemini CLI + the web UI instead of the paid API.
| Tool | Group | Backend | What it does |
|---|---|---|---|
ask_gemini | core | CLI→web | Ask anything. Attach files and/or a directory of code. Multimodal. |
gemini_brainstorm | core | CLI | Brainstorm N concrete ideas for a topic. |
gemini_search | research | CLI | Web search → grounded answer with source URLs. |
gemini_deep_research | research | CLI | Autonomous multi-step research → structured report + sources. |
gemini_youtube | research | CLI | Summarize / analyze a YouTube video. |
gemini_analyze_code | analysis | CLI | Review a codebase folder (bugs/security/perf/quality). |
gemini_analyze_files | analysis | CLI | Analyze images / PDFs / docs / text (multimodal). |
gemini_analyze_url | analysis | CLI | Fetch & analyze a web page. |
gemini_compare_urls | analysis | CLI | Fetch & compare multiple pages. |
gemini_structured | data | CLI | JSON output matching a schema you give (returns parsed JSON). |
gemini_extract | data | CLI | Extract named fields from text as JSON. |
gemini_summarize | data | CLI | Summarize text (short/medium/long). |
gemini_count_tokens | data | local | Rough, free token estimate (no API call). |
generate_image | media | Web UI | Generate image(s) with Nano Banana. Saves PNG(s). |
generate_video | media | Web UI | Generate a video with Veo. Saves an MP4. |
npm i -g @google/gemini-cli, then run gemini once
to log in with your Google account.npm run login).npm install # server deps (no browser download)
# CLI backend (for ask, search, research, analysis, ...):
npm i -g @google/gemini-cli
gemini # run once, sign in with Google, then exit
# Web backend (only needed for generate_image / generate_video):
npm run login # opens a window; sign in to Gemini once
{
"mcpServers": {
"gemini-bridge": {
"command": "node",
"args": ["/absolute/path/to/gemini-bridge-mcp/server.js"],
"env": { "GEMINI_HEADLESS": "1" }
}
}
}
Or with the Claude Code CLI:
claude mcp add gemini-bridge --env GEMINI_HEADLESS=1 -- node /absolute/path/to/server.js
15 tools can be a lot of context. Trim them via env vars:
GEMINI_PRESET=minimal # ask_gemini, gemini_search, generate_image
GEMINI_PRESET=core # core + media
GEMINI_PRESET=research # ask + research + URL tools
GEMINI_PRESET=analysis # ask + analysis + data
GEMINI_PRESET=media # ask + image/video
GEMINI_PRESET=data # ask + data tools
GEMINI_PRESET=full # everything (default)
# Or pick exactly what you want (tool names and/or group names):
GEMINI_TOOLS=ask_gemini,gemini_search,generate_image
| Variable | Effect |
|---|---|
GEMINI_BACKEND | auto (default: CLI if available, else web), cli, or web — for ask_gemini. |
GEMINI_PRESET / GEMINI_TOOLS | Which tools to expose (see above). |
GEMINI_HEADLESS=1 | Run the web UI invisibly (recommended). |
GEMINI_BROWSER_PATH | Path to chrome/brave/edge if auto-detect misses. |
GEMINI_PROFILE_DIR | Web login profile folder (default ./.gemini-profile). |
GEMINI_OUTPUT_DIR | Where generated media is saved (default ./output). |
GEMINI_PORT | HTTP mode port (default 7801). |
GEMINI_TLS_CERT / GEMINI_TLS_KEY | Serve HTTP mode over https (else ./certs/cert.pem+key.pem). |
node server.js tools # list enabled tools
node server.js ask "your question"
node server.js search "latest Node LTS?"
node server.js image "a red sports car at sunset"
node server.js video "a balloon over mountains"
node server.js login | check | dump # web-UI login / diagnostics
node server.js http # run over Streamable HTTP
This server covers the major capability groups of rlabs-inc/gemini-mcp without an API
key (CLI + web UI instead). A few of its tools are intentionally not included because
they require the paid API or aren't feasible via the free CLI:
speak, dialogue, voices) — API-only.create/query/list/delete cache) — API-only (the CLI manages its
own context window).ask_gemini with a coding prompt instead.Everything else (search, deep research, code/text/document/image analysis, URL & YouTube analysis, structured output, extraction, summarization, image & video generation) is here.
Some web-UI selectors match the German Gemini UI (e.g. Bild erstellen,
Video erstellen). If your Gemini UI is in another language, edit SEL in
lib/web.js (and the Jetzt ausprobieren regex) — English would be
Create image, Create video, etc. node server.js dump prints current labels. The
CLI tools are locale-independent.
The web-UI part automates Gemini's web interface of your own account; it uses no
official API. Automating Google's web UI may violate Google's Terms of Service — use at
your own risk, for personal use only. The CLI part uses Google's official gemini CLI.
Provided "as is", without warranty. Not affiliated with Google or Anthropic. "Gemini",
"Nano Banana", "Veo" are products/trademarks of Google.
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