Discovering AI agents and tools
AWS Marketplace provides multiple ways to discover AI agents and tools that match your specific business needs. The discovery experience is designed to help you quickly find the right capabilities without navigating multiple vendor platforms or complex procurement processes.
Semantic search
The AI Agents & Tools solutions page features semantic search that understands natural language queries. Instead of searching for specific product names, describe what you want to accomplish:
Example searches:
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"customer support automation"
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"financial data analysis"
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"content creation for marketing"
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"security threat detection"
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"inventory management assistant"
The search returns relevant agents and tools with brief descriptions highlighting their relevance to your query. You can refine results by providing additional prompts or using category filters.
Browsing AI agents and tools by category
Browse AI agents and tools by the following business use case categories:
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Content creation – Social media content generators, marketing copy assistants, technical documentation tools, video and image creation agents.
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Customer service – Support ticket automation, chat and voice assistants, knowledge base integration tools, sentiment analysis agents.
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Data analysis – Business intelligence assistants, report generation tools, predictive analytics agents, data visualization helpers.
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Security and compliance – Threat detection agents, compliance monitoring tools, risk assessment assistants, audit automation agents.
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Industry-specific solutions – Healthcare data processing, financial services automation, retail inventory management, manufacturing optimization.
Filtering and evaluation
Narrow your search using filters for:
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Deployment option - API, container, or MCP-enabled
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Pricing model - Pay-as-you-go, contract, or free trial
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Industry vertical - Healthcare, financial services, retail, etc.
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Compliance requirements - SOC 2, HIPAA, GDPR certifications
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Integration protocol - Model Context Protocol support
Product detail pages
Each AI agent and tool listing includes:
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Comprehensive descriptions - Detailed capabilities and use cases
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Technical specifications - API schemas, system requirements, and integration details
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Compliance certifications - Security and regulatory compliance information
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User ratings and reviews - Feedback from other AWS customers
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Demonstration videos - Visual examples of agent capabilities
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Documentation links - Setup guides and API references
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Pricing details - Clear pricing models and cost estimates
Buy with AWS integration
Discover and purchase AI agents and tools directly from partner websites using Buy with AWS. This integration allows you to:
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Browse partner catalogs while maintaining AWS billing.
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Access specialized agents not available in the main marketplace.
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Leverage existing AWS relationships and pricing agreements.
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Maintain consistent procurement processes.
For more information about Buy with AWS, see Using Buy with AWS as a buyer.
Best practices for search
To get the most relevant results:
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Be specific about your use case - "Customer service for e-commerce" vs. "customer service"
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Include your industry - "Healthcare compliance monitoring" vs. "compliance monitoring"
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Specify integration needs - "Slack integration for team collaboration"
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Consider your deployment preferences - "On-premises container deployment"
Next steps
After discovering relevant AI agents and tools:
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Evaluate multiple options - Compare features, pricing, and compliance certifications
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Review documentation - Understand integration requirements and capabilities
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Start with free trials - Test functionality before making commitments
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Check compliance requirements - Ensure agents meet your security and regulatory needs
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Plan integration - Consider how agents will fit into your existing workflows
For detailed information about subscribing to and deploying AI agents and tools, see AI agent products.
