# Google BigQuery CLI for AI Agents ```json { "title": "Google BigQuery CLI for AI Agents", "toolkit": "Google BigQuery", "toolkit_slug": "googlebigquery", "framework": "CLI", "framework_slug": "cli", "url": "https://composio.dev/toolkits/googlebigquery/framework/cli", "markdown_url": "https://composio.dev/toolkits/googlebigquery/framework/cli.md", "updated_at": "2026-05-06T08:14:12.235Z" } ``` ## Introduction CLIs are eating MCPs. The industry is converging on the very same idea. MCPs for all their merit can be token hungry, slow, and unreliable for complex tool chaining. However, coding agents have become incredibly good at working with CLIs, and in fact they are far more comfortable working with CLI tools than MCP. With Composio's Universal CLI, your coding agents can talk to over 1000+ SaaS applications. With Google BigQuery, agents can run yesterday's sales summary query, find top 10 customers by revenue, analyze traffic data for last quarter, and more — all without worrying about authentication. This guide walks you through Composio Universal CLI and explains how you can connect it with coding agents like Claude Code, Codex, OpenCode, etc, for end-to-end Google BigQuery automation. ## Also integrate Google BigQuery with - [ChatGPT](https://composio.dev/toolkits/googlebigquery/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/googlebigquery/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/googlebigquery/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/googlebigquery/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/googlebigquery/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/googlebigquery/framework/codex) - [Cursor](https://composio.dev/toolkits/googlebigquery/framework/cursor) - [VS Code](https://composio.dev/toolkits/googlebigquery/framework/vscode) - [OpenCode](https://composio.dev/toolkits/googlebigquery/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/googlebigquery/framework/openclaw) - [Hermes](https://composio.dev/toolkits/googlebigquery/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/googlebigquery/framework/google-adk) - [LangChain](https://composio.dev/toolkits/googlebigquery/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/googlebigquery/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/googlebigquery/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/googlebigquery/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/googlebigquery/framework/crew-ai) ## TL;DR The idea behind building the universal CLI is to give agents a single command interface to interact with all your external applications. Here's what you'll get with it: - Agent-friendly: Coding agents like Claude Code, Codex, and OpenCode can use CLI tools natively — no MCP setup required. - Authentication handled: Connect once via OAuth or API Key, and all CLI commands work with your credentials automatically. - Tool discovery: Search, inspect, and execute 20,000+ tools across 1000+ apps from one interface. - Trigger support: Use triggers to listen for events across your apps, powered by real-time webhooks or polling under the hood. - Type generation: Generate typed schemas for autocomplete and type safety in your projects. ## Connect Google BigQuery to CLI ### Prerequisites Install the Composio CLI, authenticate, and initialize your project: ```bash # Install the Composio CLI curl -fsSL https://composio.dev/install | bash # Authenticate with Composio composio login ``` ## What is the Google BigQuery MCP server, and what's possible with it? The Google BigQuery MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Google BigQuery account. It provides structured and secure access to your data warehouse, so your agent can perform actions like running SQL queries, analyzing datasets, extracting insights, and automating reporting on your behalf. - Instant SQL query execution: Have your agent run complex analytical queries on any of your BigQuery datasets and get results in real time. - Custom data analysis and reporting: Instruct your agent to generate summaries, trends, or statistics by querying specific tables or views. - Automated data extraction: Let your agent fetch and transform data for integration with other tools or for further analysis. - Interactive business intelligence: Enable your agent to answer ad hoc data questions, visualize aggregated data, or pull specific metrics from massive datasets instantly. - Streamlined workflow automation: Use your agent to automate recurring BigQuery tasks, such as daily audits or data slice generation, without manual effort. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `GOOGLEBIGQUERY_QUERY` | Query | Query tool will run a sql query in bigquery. note: make sure the query being input in a single line format. for example, select * from sample dataset.sample table where column name = 'value' | ## Supported Triggers None listed. ## Complete Code None listed. ## Conclusion - Try asking your coding agent to perform various Google BigQuery operations - Explore cross-app workflows by connecting more toolkits - Set up triggers for real-time automation - Use composio generate for typed schemas in your projects ## How to build Google BigQuery MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/googlebigquery/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/googlebigquery/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/googlebigquery/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/googlebigquery/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/googlebigquery/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/googlebigquery/framework/codex) - [Cursor](https://composio.dev/toolkits/googlebigquery/framework/cursor) - [VS Code](https://composio.dev/toolkits/googlebigquery/framework/vscode) - [OpenCode](https://composio.dev/toolkits/googlebigquery/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/googlebigquery/framework/openclaw) - [Hermes](https://composio.dev/toolkits/googlebigquery/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/googlebigquery/framework/google-adk) - [LangChain](https://composio.dev/toolkits/googlebigquery/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/googlebigquery/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/googlebigquery/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/googlebigquery/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/googlebigquery/framework/crew-ai) ## Related Toolkits - [Firecrawl](https://composio.dev/toolkits/firecrawl) - Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources. - [Tavily](https://composio.dev/toolkits/tavily) - Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research. - [Exa](https://composio.dev/toolkits/exa) - Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows. - [Serpapi](https://composio.dev/toolkits/serpapi) - SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research. - [Peopledatalabs](https://composio.dev/toolkits/peopledatalabs) - Peopledatalabs delivers B2B data enrichment and identity resolution APIs. Supercharge your apps with accurate, up-to-date business and contact data. - [Snowflake](https://composio.dev/toolkits/snowflake) - Snowflake is a cloud data warehouse built for elastic scaling, secure data sharing, and fast SQL analytics across major clouds. - [Posthog](https://composio.dev/toolkits/posthog) - PostHog is an open-source analytics platform for tracking user interactions and product metrics. It helps teams refine features, analyze funnels, and reduce churn with actionable insights. - [Amplitude](https://composio.dev/toolkits/amplitude) - Amplitude is a digital analytics platform for product and behavioral data insights. It helps teams analyze user journeys and make data-driven decisions quickly. - [Bright Data MCP](https://composio.dev/toolkits/brightdata_mcp) - Bright Data MCP is an AI-powered web scraping and data collection platform. Instantly access public web data in real time with advanced scraping tools. - [Browseai](https://composio.dev/toolkits/browseai) - Browseai is a web automation and data extraction platform that turns any website into an API. It's perfect for monitoring websites and retrieving structured data without manual scraping. - [ClickHouse](https://composio.dev/toolkits/clickhouse) - ClickHouse is an open-source, column-oriented database for real-time analytics and big data processing using SQL. Its lightning-fast query performance makes it ideal for handling large datasets and delivering instant insights. - [Coinmarketcal](https://composio.dev/toolkits/coinmarketcal) - CoinMarketCal is a community-powered crypto calendar for upcoming events, announcements, and releases. It helps traders track market-moving developments and stay ahead in the crypto space. - [Control d](https://composio.dev/toolkits/control_d) - Control d is a customizable DNS filtering and traffic redirection platform. It helps you manage internet access, enforce policies, and monitor usage across devices and networks. - [Databox](https://composio.dev/toolkits/databox) - Databox is a business analytics platform that connects your data from any tool and device. It helps you track KPIs, build dashboards, and discover actionable insights. - [Databricks](https://composio.dev/toolkits/databricks) - Databricks is a unified analytics platform for big data and AI on the lakehouse architecture. It empowers data teams to collaborate, analyze, and build scalable solutions efficiently. - [Datagma](https://composio.dev/toolkits/datagma) - Datagma delivers data intelligence and analytics for business growth and market discovery. Get actionable market insights and track competitors to inform your strategy. - [Delighted](https://composio.dev/toolkits/delighted) - Delighted is a customer feedback platform based on the Net Promoter System®. It helps you quickly gather, track, and act on customer sentiment. - [Dovetail](https://composio.dev/toolkits/dovetail) - Dovetail is a research analysis platform for transcript review and insight generation. It helps teams code interviews, analyze feedback, and create actionable research summaries. - [Dub](https://composio.dev/toolkits/dub) - Dub is a short link management platform with analytics and API access. Use it to easily create, manage, and track branded short links for your business. - [Elasticsearch](https://composio.dev/toolkits/elasticsearch) - Elasticsearch is a distributed, RESTful search and analytics engine for all types of data. It delivers fast, scalable search and powerful analytics across massive datasets. ## Frequently Asked Questions ### What is the Composio Universal CLI? The Composio Universal CLI is a single command-line interface that lets coding agents and developers interact with 1000+ SaaS applications. It handles authentication, tool discovery, action execution, and trigger setup — all from the terminal, without needing to configure MCP servers. ### Which coding agents work with the Composio CLI? Any coding agent that can run shell commands works with the Composio CLI — including Claude Code, Codex, OpenCode, OpenClaw, and others. Once the CLI is installed, agents automatically discover and use the composio commands to interact with Google BigQuery and other connected apps. ### How is the CLI different from using an MCP server for Google BigQuery? MCP servers require configuration and can be token-heavy for complex workflows. The CLI gives agents a direct, lightweight interface — no server setup needed. Agents simply call composio commands like any other shell tool. It's faster to set up, more reliable for multi-step tool chaining, and works natively with how coding agents already operate. ### How safe is my Google BigQuery data when using the Composio CLI? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Google BigQuery data and credentials are handled as safely as possible. You can also bring your own OAuth credentials for full control. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)