> ## Documentation Index > Fetch the complete documentation index at: https://phidatainc-studio-tools-doc.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Tools > Examples for using and creating tools in Agno. | Example | Description | | ---------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [AgentQL](/examples/tools/agentql-tools) | Web Automation: Resilient semantic queries for interaction beyond fragile scraping. | | [Airflow](/examples/tools/airflow-tools) | Manage Apache Airflow DAGs. | | [Apify](/examples/tools/apify-tools) | Demonstrates apify tools. | | [ArXiv](/examples/tools/arxiv-tools) | This example demonstrates how to use ArxivTools for searching academic papers. | | [AWS Lambda ](/examples/tools/aws-lambda-tools) | This example demonstrates how to use AWSLambdaTools for AWS Lambda operations. | | [Aws SES Tools](/examples/tools/aws-ses-tools) | 1. Go to AWS SES Console and verify your domain or email address:. | | [Baidusearch](/examples/tools/baidusearch-tools) | Demonstrates baidusearch tools. | | [Setup:](/examples/tools/bitbucket-tools) | 1. Generate an App Password:. | | [Brandfetch](/examples/tools/brandfetch-tools) | Register an account at: [https://developers.brandfetch.com/register](https://developers.brandfetch.com/register). | | [Bravesearch](/examples/tools/bravesearch-tools) | Bravesearch. | | [Brightdata](/examples/tools/brightdata-tools) | Demonstrates brightdata tools. | | [Browserbase Tools](/examples/tools/browserbase-tools) | Demonstrates browserbase tools. | | [Calcom](/examples/tools/calcom-tools) | Demonstrates calcom tools. | | [Calculator](/examples/tools/calculator-tools) | Demonstrates calculator tools. | | [Cartesia](/examples/tools/cartesia-tools) | Text-to-speech and audio generation with Cartesia. | | [ClickUp](/examples/tools/clickup-tools) | Step 1: Log In to ClickUp. | | [Composio](/examples/tools/composio-tools) | Demonstrates composio tools. | | [Confluence Tools](/examples/tools/confluence-tools) | Demonstrates confluence tools. | | [Crawl4AI](/examples/tools/crawl4ai-tools) | This example demonstrates how to use Crawl4aiTools for web crawling and content extraction. | | [CSV](/examples/tools/csv-tools) | This example demonstrates how to use CsvTools for CSV file operations. | | [Custom API](/examples/tools/custom-api-tools) | Demonstrates custom api tools. | | [Custom Tool Events](/examples/tools/custom-tool-events) | Yield custom events from a tool for real-time agent feedback. | | [Custom Tools](/examples/tools/custom-tools) | Demonstrates custom tools. | | [Dalle Tools](/examples/tools/dalle-tools) | Tool integration example. | | [‍ Agent with Daytona tools](/examples/tools/daytona-tools) | This example shows how to use Agno's Daytona integration to run Agent-generated code in a remote, secure sandbox. | | [uv pip install requests](/examples/tools/desi-vocal-tools) | Text-to-speech generation with DesiVocal. | | [Discord Tools](/examples/tools/discord-tools) | Demonstrates discord tools. | | [Docling Tools](/examples/tools/docling-tools) | Convert documents to Markdown, JSON, HTML, and other formats with OCR support. | | [Docker Tools](/examples/tools/docker-tools) | Demonstrates docker tools. | | [Duckdb Tools](/examples/tools/duckdb-tools) | Demonstrates duckdb tools. | | [Duckduckgo Tools](/examples/tools/duckduckgo-tools) | Demonstrates duckduckgo tools. | | [E2B Tools Example](/examples/tools/e2b-tools) | This example shows how to: 1. | | [uv pip install elevenlabs](/examples/tools/elevenlabs-tools) | Text-to-speech generation with ElevenLabs. | | [Email Tools](/examples/tools/email-tools) | Demonstrates email tools. | | [EVM Tools Example](/examples/tools/evm-tools) | This example demonstrates how to use Agno's EVM integration to send ETH transactions. | | [Exa Tools](/examples/tools/exa-tools) | Demonstrates exa tools. | | [Fal Tools](/examples/tools/fal-tools) | Demonstrates fal tools. | | [File Generation Tool Example](/examples/tools/file-generation-tools) | This cookbook shows how to use the FileGenerationTool to generate various file types (JSON, CSV, PDF, TXT). | | [File Tools](/examples/tools/file-tools) | This example demonstrates how to use FileTools for file operations. | | [Financial Datasets API Toolkit Example](/examples/tools/financial-datasets-tools) | This example demonstrates various Financial Datasets API functionalities including. | | [Firecrawl Tools](/examples/tools/firecrawl-tools) | Prerequisites: - Create a Firecrawl account and get an API key - Set the API key as an environment variable: export `FIRECRAWL_API_KEY=`. | | [Giphy Tools](/examples/tools/giphy-tools) | Demonstrates giphy tools. | | [GitHub Authentication Setup Guide](/examples/tools/github-tools) | Interact with GitHub repositories, issues, and PRs using an agent. | | [Gmail Tools](/examples/tools/gmail-tools) | Read, draft, and send emails using the Gmail API. | | [Google Bigquery Tools](/examples/tools/google-bigquery-tools) | export `GOOGLE_CLOUD_PROJECT="your-project-id"`. | | [Google Drive](/examples/tools/google-drive) | Google Drive Toolkit can be used to read, create, update and duplicate Google Drive files. | | [Google Maps Tools](/examples/tools/google-maps-tools) | This example demonstrates various Google Maps API functionalities including business search,. | | [Googlecalendar Tools](/examples/tools/googlecalendar-tools) | 1. Enable Google Calender API. | | [Googlesheets Tools](/examples/tools/googlesheets-tools) | Example spreadsheet: [https://docs.google.com/spreadsheets/d/1BxiMVs0XRA5nFMdKvBdBZjgmUUqptlbs74OgvE2upms/](https://docs.google.com/spreadsheets/d/1BxiMVs0XRA5nFMdKvBdBZjgmUUqptlbs74OgvE2upms/). | | [Hackernews Tools](/examples/tools/hackernews-tools) | Demonstrates hackernews tools. | | [Jinareader Tools](/examples/tools/jinareader-tools) | Demonstrates jinareader tools. | | [Jira Tools](/examples/tools/jira-tools) | Demonstrates jira tools. | | [Knowledge Tool](/examples/tools/knowledge-tool) | Demonstrates knowledge tool. | | [Linear Tools](/examples/tools/linear-tools) | Demonstrates linear tools. | | [Linkup Tools](/examples/tools/linkup-tools) | Demonstrates linkup tools. | | [Lumalabs Tools](/examples/tools/lumalabs-tools) | Demonstrates lumalabs tools. | | [Mcp Tools](/examples/tools/mcp-tools) | Demonstrates mcp tools. | | [Mem0 Tools](/examples/tools/mem0-tools) | To get started, please export your Mem0 API key as an environment variable. You can get your Mem0 API key from [https://app.mem0.ai/dashboard/api-keys](https://app.mem0.ai/dashboard/api-keys). | | [Mlx Transcribe Tools](/examples/tools/mlx-transcribe-tools) | Requirements: 1. | | [Models Lab Tools](/examples/tools/models-lab-tools) | Tool integration example. | | [Moviepy Video Tools](/examples/tools/moviepy-video-tools) | Demonstrates moviepy video tools. | | [Multiple Tools](/examples/tools/multiple-tools) | Tool integration example. | | [Nano Banana Tools](/examples/tools/nano-banana-tools) | Usage:. | | [Neo4J Tools](/examples/tools/neo4j-tools) | This script sets up an agent that can interact with a Neo4j database using natural language queries,. | | [Newspaper4K Tools](/examples/tools/newspaper4k-tools) | Demonstrates newspaper4k tools. | | [Newspaper Tools](/examples/tools/newspaper-tools) | Demonstrates newspaper tools. | | [Notion Tools](/examples/tools/notion-tools) | Demonstrates notion tools. | | [Openbb Tools](/examples/tools/openbb-tools) | Demonstrates openbb tools. | | [OpenCV Tools](/examples/tools/opencv-tools) | This example demonstrates how to use OpenCVTools for computer vision tasks. | | [OpenWeatherMap API Integration Example](/examples/tools/openweather-tools) | This example demonstrates how to use the OpenWeatherTools to get weather data. | | [Oxylabs Tools](/examples/tools/oxylabs-tools) | Demonstrates oxylabs tools. | | [Pandas Tools](/examples/tools/pandas-tools) | This example demonstrates how to use PandasTools for data manipulation and analysis. | | [Parallel Tools](/examples/tools/parallel-tools) | Demonstrates parallel tools. | | [Postgres Tools](/examples/tools/postgres-tools) | Demonstrates postgres tools. | | [Pubmed Tools](/examples/tools/pubmed-tools) | Demonstrates pubmed tools. | | [Python Function As Tool](/examples/tools/python-function-as-tool) | Demonstrates python function as tool. | | [Python Tools](/examples/tools/python-tools) | Demonstrates python tools. | | [Steps to get Reddit credentials:](/examples/tools/reddit-tools) | 1. Create/Login to Reddit account. | | [Amazon Redshift Tools Example](/examples/tools/redshift-tools) | Query and manage Amazon Redshift databases with an agent. | | [Replicate Tools](/examples/tools/replicate-tools) | Demonstrates replicate tools. | | [Resend Tools](/examples/tools/resend-tools) | Demonstrates resend tools. | | [ScrapeGraphTools](/examples/tools/scrapegraph-tools) | This script demonstrates the various capabilities of ScrapeGraphTools toolkit:. | | [Searxng Tools](/examples/tools/searxng-tools) | Demonstrates searxng tools. | | [Seltz Tools Example](/examples/tools/seltz-tools) | Generate and manage documents with Seltz. | | [Serpapi Tools](/examples/tools/serpapi-tools) | Demonstrates serpapi tools. | | [Serper Tools](/examples/tools/serper-tools) | You can obtain an API key from [https://serper.dev/](https://serper.dev/). | | [Shell Tools](/examples/tools/shell-tools) | Demonstrates shell tools. | | [Shopify Tools](/examples/tools/shopify-tools) | This example shows how to create an agent that can:. | | [Run: pip install openai slack-sdk](/examples/tools/slack-tools) | Example 1: Enable all Slack tools. | | [Sleep Tools](/examples/tools/sleep-tools) | Demonstrates sleep tools. | | [Spider Tools](/examples/tools/spider-tools) | Demonstrates spider tools. | | [Spotify Tools](/examples/tools/spotify-tools) | This example shows how to create an agent that can:. | | [Sql Tools](/examples/tools/sql-tools) | Demonstrates sql tools. | | [Tavily Tools](/examples/tools/tavily-tools) | Demonstrates tavily tools. | | [Telegram Tools](/examples/tools/telegram-tools) | This example demonstrates how to use TelegramTools for Telegram bot operations. | | [Todoist Tools](/examples/tools/todoist-tools) | Requirements:. | | [TrafilaturaTools Cookbook](/examples/tools/trafilatura-tools) | This cookbook demonstrates various ways to use TrafilaturaTools for web scraping and text extraction. | | [Trello Tools](/examples/tools/trello-tools) | Step 1: Get Your API Key. | | [Twilio Tools](/examples/tools/twilio-tools) | Demonstrates twilio tools. | | [Unsplash Tools Example](/examples/tools/unsplash-tools) | This example demonstrates how to use the UnsplashTools toolkit with an AI agent. | | [Valyu Tools](/examples/tools/valyu-tools) | Prerequisites:. | | [Data Visualization Tools](/examples/tools/visualization-tools) | This example shows how to use the VisualizationTools to create various types of charts. | | [Web Tools](/examples/tools/web-tools) | Demonstrates web tools. | | [Webbrowser Tools](/examples/tools/webbrowser-tools) | Demonstrates webbrowser tools. | | [Webex Tools](/examples/tools/webex-tools) | To get the Webex Teams Access token refer to - [https://developer.webex.com/docs/bots](https://developer.webex.com/docs/bots). | | [Websearch Tools](/examples/tools/websearch-tools) | Demonstrates websearch tools. | | [Website Tools](/examples/tools/website-tools) | This example demonstrates how to use WebsiteTools for web scraping and analysis. | | [Website Tools Knowledge](/examples/tools/website-tools-knowledge) | Demonstrates website tools knowledge. | | [WhatsApp Cookbook](/examples/tools/whatsapp-tools) | This cookbook demonstrates how to use WhatsApp integration with Agno. Before running this example,. | | [Wikipedia Tools](/examples/tools/wikipedia-tools) | Demonstrates wikipedia tools. | | [X Tools](/examples/tools/x-tools) | Demonstrates x tools. | | [YFinance Tools](/examples/tools/yfinance-tools) | This example demonstrates how to use YFinanceTools for financial analysis,. | | [Youtube Tools](/examples/tools/youtube-tools) | Demonstrates youtube tools. | | [Zendesk Tools](/examples/tools/zendesk-tools) | Demonstrates zendesk tools. | | [Zep Tools](/examples/tools/zep-tools) | To get started, please export your Zep API key as an environment variable. You can get your Zep API key from [https://app.getzep.com/](https://app.getzep.com/). | | [Zoom Tools Example](/examples/tools/zoom-tools) | This example shows how to:. | | [Exceptions](/examples/tools/exceptions/overview) | Cookbook examples for this tools subsection. | | [Mcp](/examples/tools/mcp/overview) | Model Context Protocol (MCP) gives Agents the ability to interact with external systems through a standardized interface. Using Agno's MCP integration, you can build Agents that ca. | | [Models](/examples/tools/models/overview) | Cookbook examples for this tools subsection. | | [Other](/examples/tools/other/overview) | Cookbook examples for this tools subsection. | | [Tool Decorator](/examples/tools/tool-decorator/overview) | Cookbook examples for this tools subsection. | | [Tool Hooks](/examples/tools/tool-hooks/overview) | Cookbook examples for this tools subsection. |