"How to understand a Google Sheet" matching MCP servers:

Enables AI assistants to perform Google searches with real, resolvable sources and transparent search terms.

MCP server for Google Veo 3.1 video generation. Supports text/video/image-based generation, extension, and interpolation with cost estimation and batch processing.

About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

Enables AI agents to generate Google Flow videos and images and automate Scene Builder clip extensions through a user's own Chrome session.

Enables AI agents to drive Google Flow through a real Chrome profile to generate images, videos, characters, and scenes without sharing credentials.

Lets an AI agent drive Google Flow (flow.google.com) through a locally logged-in Chrome profile to generate images, videos, characters, and scenes. Uses browser automation via the Chrome DevTools Protocol, so Google credentials are never shared with the agent.

Enables coding agents to add a bounded semantic-judgment layer for routing, ranking, extraction, verification, and escalation, returning typed signals and review recommendations.

Enables AI assistants to automate a local background Chromium browser for interactive web tasks, including prompt generation on Google Flow (Veo & Imagen), DOM inspection, clicks, screenshots, and JavaScript evaluation.

Self-hosted MCP server for Google Flow that enables image and video generation, upscaling, and character consistency through your own Google account.

Enables AI agents to direct, generate, and compile on-device videos with storyboards, keyframes, camera effects, and audio, then export them to Android's Gallery or Google Photos while adapting to device battery and thermal limits across Termux, ADB, or desktop.

Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.

Enables AI coding agents to autonomously generate images, music, and cinematic video directly from their coding environment by connecting to Google Labs and Google Flow through the user's Chrome session.

Generates timed exams on any topic with an interactive exam sheet in MCP hosts; supports true/false, multiple-choice, and open questions with instant or model grading and a final report out of 100.

Provides a standardized interface for interacting with Google-Gemini's tools and services through a unified API.

Enables AI agents to generate Nano Banana 2 images and Omni Flash/Veo 3.1 videos through Google Flow, with tools for checking render status and managing projects.

Enables generating images and videos in Google Flow through an automated browser session using your Google AI Pro subscription, without API keys or third-party credit fees.

MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

Enables AI image and video generation using Google Vertex AI's Imagen and Veo models, with support for configurable parameters and local storage.

A local, fully vectorized computational engine for stock market analysis that enables AI to perform factor calculation, strategy backtesting, IC analysis, and GPU-based multi-dimensional visualization using local DuckDB data.