AAWS Marketplace AI Agents and Tools

AWS Marketplace’s AI Agents and Tools category is the agent aisle of Amazon’s software store, and it suits companies that already buy through AWS and want third-party agents, guardrails and MCP tools on the same bill and contracts. Its agent mode uses three AI agents to search the catalog, compare products and draft a purchase proposal from a plain-language brief.

Browsing is free, and sellers price on contract or usage terms. Agent mode stops short of buying, and AWS asks users not to enter confidential details since it needs no sign-in. We score it 8.5/10 on our scale.

AWS Marketplace AI Agents by the Numbers

AWS has shared figures about the Marketplace as a whole and about how agents are delivered and bought.

The reach figure explains why the category matters. If nearly every large AWS customer already holds a Marketplace subscription, adding an agent can run through an existing procurement relationship instead of a new vendor onboarding, which is often the slowest step in enterprise buying.

The 60 multi-product solutions are worth a look for larger projects. They bundle software and services from several providers into one listing, so an agent, its guardrails and the partner who deploys it can be bought together.

The 18 consoles point the same way. Buyers can come across partner products inside the AWS services they already use, so discovery does not depend on someone visiting the Marketplace site.

How AWS Marketplace Takes a Buyer From Brief to Deployed Agent

The category combines a catalog, an AI evaluation layer and several deployment paths.

Writing the Brief in Agent Mode

Agent mode can start from the homepage, header links, search results or the Ask question button on a product page. You describe what you need in plain language, upload a requirements document or choose a preset task such as comparing named products. Uploads can be PDF, DOCX or TXT files up to 1.5 MB.

Three Agents Sharing Memory

AWS splits the work across three agents that share working memory and track how your needs change during the conversation. The Search Agent turns requirements into product recommendations from the catalog. The Comparison Agent builds side-by-side comparisons covering reviews, features and differentiators. The Evaluation Agent writes detailed reports and purchase proposals from the discussion, which you can refine section by section and share for approval. Agent mode draws on the Marketplace catalog plus third-party knowledge and real-time web information.

AWS also makes agent mode available through AI applications that support MCP, so a buyer can run the same evaluation from an assistant they already use.

What Agent Mode Will and Will Not Discuss

Agent mode stays inside its domain. It handles software discovery, evaluation, comparisons, requirement changes, proposals and questions about Marketplace products, including integration and compatibility. It does not answer unrelated questions, discuss competitor cloud platforms or products outside the Marketplace, or reveal private pricing for products that do not publish prices. Uploaded files are scanned for malware with Amazon GuardDuty, validated, processed in isolated environments with logging and held to the same content guardrails as typed text.

Subscribing

When you are ready, agent mode points you to the product page, where you can view purchase options, request a demo or request a private offer. Subscriptions go through standard Marketplace workflows. Sellers that opt in to express private offers can return personalized terms in minutes based on rules they set.

Deploying the Agent

AI agent products come in three main forms. API-based agents are hosted by the vendor; some use dynamic endpoints, personalized URLs that resolve to your account after setup. Container products run in your own AWS environment. SaaS products run on the seller’s side. Listings also integrate with Amazon Bedrock AgentCore, including AgentCore Gateway, as well as Amazon Q, AWS Lambda, Amazon ECS and EKS.

Setting Up a Dynamic Endpoint

For dynamic endpoints, you subscribe, open the fulfillment page and choose Setup Account. You register on the seller’s site, the seller provisions your environment and delivers credentials to AWS Secrets Manager, and the endpoint URL resolves on the fulfillment page. From there you copy it or choose Add to AgentCore Gateway. If it does not resolve within a few minutes, you refresh or contact the seller.

Credentials handling is a quiet strength here. Because the seller writes credentials to AWS Secrets Manager, no one on your team has to paste API keys into a configuration file, and access can be governed with the same identity policies as other secrets in the account.

Connecting Through MCP

Many agents and tools support the AWS MCP Server, which works with clients such as Claude Desktop, Windsurf and Amazon Bedrock Agents. AWS simplifies authentication and supplies configuration parameters so the tool can be added without manual wiring.

A Procurement Lead Shortlisting Support Agents

Picture a procurement lead asked to find a customer service agent that can run in the company’s own AWS account. She opens agent mode, uploads the requirements document and asks for options. The Search Agent returns several listings, the Comparison Agent builds a table of features and reviews, and she asks it to drop anything that is SaaS-only. The Evaluation Agent drafts a proposal she shares with security and finance. After approval she requests a private offer on the chosen container product, subscribes and hands deployment to the platform team.

AWS Marketplace Pricing for Agents and Tools

AWS does not charge buyers to browse or use agent mode. Prices are set by sellers.

Budgeting for an Agent Bought on AWS

• Usage-based agents: costs move with volume, so estimate monthly requests before subscribing and check whether the seller caps usage.
• Container agents: the listing price covers the software, while compute in your AWS account is a separate line on the same bill.
• Services: a partner who builds or tunes the agent may bill by time and materials, milestones or outcomes on top of the product.

A simple way to compare usage-based and contract listings is to estimate a quarter of expected volume, ask the seller for the usage price at that level and set it against the contract figure. Agent mode’s Evaluation Agent can fold those inputs into the proposal you share with finance.

Because Marketplace purchases land on the AWS bill, finance teams can see agent spending next to cloud spending, which makes it easier to track and to charge back to the teams that use each agent.

AWS Marketplace Compared With AgentExchange, Microsoft Agent Store and Oracle

Each marketplace is built around its owner’s platform.

AWS is the most cloud-neutral of the four in what it sells, with agents that can run on several platforms and deploy into your own infrastructure. Salesforce, Microsoft and Oracle tie agents to their own applications, which simplifies installation but narrows choice. Google’s Gemini Enterprise offers its own agent marketplace from the Standard edition. More on our AI agent marketplaces page.

AWS Customers Buying Agents Through Existing Contracts

The category fits companies that already run on AWS and want agents covered by the same procurement, billing and security processes. Platform teams that prefer to host agents in their own accounts get container options, and teams building agents on Amazon Bedrock can add MCP tools and guardrails from the catalog.

Security-minded buyers get useful signals before subscribing: compliance certifications on listings, credentials delivered to AWS Secrets Manager for API agents, and the option to run container agents inside their own accounts where existing network and logging controls apply.

Procurement teams benefit from agent mode, which turns a requirements document into a comparison and a proposal without a week of vendor calls.

Teams Outside AWS or Wanting In-App Install

Companies that do not buy through AWS gain little from its billing advantages. Teams that want agents to appear directly inside a business application, such as a CRM or HR suite, may prefer AgentExchange or Oracle’s marketplace.

Small companies without a cloud platform team may find container and AgentCore deployments more work than a SaaS agent bought directly, although SaaS listings are available in the same catalog.

Anyone hoping agent mode will place the order for them should note that it stops at proposals and links to purchase options.

Agent Mode Privacy and Deployment Work

• No sign-in: agent mode needs no authentication, and AWS warns that submitted information may be visible to others on shared computers; keep confidential data out.
• Scope: agent mode only answers questions about Marketplace products and will not discuss competitor clouds or private pricing for products without public prices.
• Deployment effort: container and AgentCore deployments need AWS configuration by your platform team.
• Endpoint setup: dynamic endpoints depend on the seller provisioning your environment first.
• Variable pricing: usage-based listings can grow with volume.
• Proposal accuracy: agent mode mixes catalog data with third-party and web information, so check key claims in its proposals against the product page before approval.

AI Agents Category Announcements

In July 2025 AWS added the AI Agents and Tools category to the Marketplace, alongside other agent announcements at AWS Summit New York. In December 2025 an AWS Marketplace blog post described agent mode, MCP access to it and express private offers.

AWS Marketplace Suits AWS Buyers Adding Agents

We rate the AWS Marketplace AI Agents and Tools category 8.5/10 on our scale. It offers more deployment paths than stores tied to a single application, real MCP support and an agent mode that does useful evaluation work, from comparisons to shareable proposals. Buying through existing AWS contracts removes a common source of delay.

The category also reflects how companies assemble agents from parts. Guardrails, knowledge bases and integration protocols sit next to finished agents, so a team can buy one complete agent or assemble its own from parts in the same place.

Areas to improve include letting agent mode carry a purchase through to subscription and offering a signed-in mode for confidential requirements. For AWS customers, it is the sensible first stop when adding third-party agents.

Buyers’ Questions About the AWS Marketplace Agents Category

What Is Agent Mode in AWS Marketplace?

Agent mode is a conversational interface with three agents. The Search Agent recommends products, the Comparison Agent builds side-by-side views and the Evaluation Agent writes reports and purchase proposals.

Can I Use Agent Mode From My Own AI Assistant?

AWS says agent mode is available on the Marketplace website and through AI applications that support MCP integration, so you can run the same search and comparison from a compatible assistant.

Can Agent Mode Buy Software for Me?

No. It directs you to product pages to buy, request a demo or request a private offer, and the subscription itself goes through the standard Marketplace workflow.

How Are AI Agents on AWS Marketplace Deployed?

As vendor-hosted APIs, some with dynamic endpoints, as containers in your AWS account or as SaaS. Listings also integrate with Amazon Bedrock AgentCore, Amazon Q, Lambda, ECS and EKS.

Which Kinds of Listings Sit in the AI Agents Category?

Finished agents for jobs such as customer service, content creation and data analysis, plus tools that agents use, including guardrails, knowledge bases, integration protocols and business logic components.

Is It Safe to Upload Requirements to Agent Mode?

Files are scanned with GuardDuty and processed in isolated environments, but agent mode needs no sign-in, so AWS advises against submitting confidential data or personal information.

How Are Agents Priced on AWS Marketplace?

Each seller sets contract-based or usage-based pricing. Browsing and agent mode are free, and some sellers offer express private offers with personalized terms in minutes.