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CrewAI provides an extensive library of pre-built tools to enhance your agents' capabilities. From file processing to web scraping, database queries to AI services - we've got you covered.
Tool Categories
Read, write, and search through various file formats including PDF, DOCX, JSON, CSV, and more. Perfect for document processing workflows.
Extract data from websites, automate browser interactions, and scrape content at scale with tools like Firecrawl, Selenium, and more.
Perform web searches, find code repositories, research YouTube content, and discover information across the internet.
Connect to databases, vector stores, and data warehouses. Query MySQL, PostgreSQL, MongoDB, Snowflake, Qdrant, and Weaviate.
Generate images with DALL-E, process vision tasks, integrate with LangChain, build RAG systems, and leverage code interpreters.
Interact with cloud services including AWS S3, Amazon Bedrock, and other cloud storage and AI services.
Automate workflows with Apify, Composio, and other platforms to connect your agents with external services.
Integrate CrewAI with external systems like Amazon Bedrock and the CrewAI Automation toolkit.
Quick Access
Need a specific tool? Here are some popular choices:
Implement Retrieval-Augmented Generation
Google search API
Read any file type
List and read directory contents
Extract web content
Execute Python code
Access AWS S3 files
Run vector similarity queries on MongoDB
Getting Started
To use any tool in your CrewAI project:
- Import the tool in your crew configuration
- Add it to your agent's tools list
- Configure any required API keys or settings
from crewai_tools import FileReadTool, SerperDevTool
# Add tools to your agent
agent = Agent(
role="Research Analyst",
tools=[FileReadTool(), SerperDevTool()],
# ... other configuration
)Max Usage Count
You can set a maximum usage count for a tool to prevent it from being used more than a certain number of times. By default, the max usage count is unlimited.
from crewai_tools import FileReadTool
tool = FileReadTool(max_usage_count=5, ...)Ready to explore? Pick a category above to discover tools that fit your use case!