Amazon

AWS

Amazon AWS Personalize MCP server

Amazon AWS Personalize MCP server

Amazon AWS Personalize MCP server

for Claude, ChatGPT, Cursor and your own agents

for Claude, ChatGPT, Cursor and your own agents

for Claude, ChatGPT, Cursor and your own agents

Expose Amazon AWS Personalize to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโ€™t ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.

Expose Amazon AWS Personalize to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโ€™t ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.

67

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

67

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

67

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

Our customers scale automation with security built in.

Tools exposed by this MCP server

Every Amazon AWS Personalize operation, as an MCP tool

Every Amazon AWS Personalize operation, as an MCP tool

Each API operation becomes a tool your AI client can call. You decide which ones: allow reads, require approval before sensitive writes and block the rest. A few of the most used:

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a batch segment job

    Create a batch segment job

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a campaign (deploy solution)

    Create a campaign (deploy solution)

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a dataset

    Create a dataset

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a dataset group

    Create a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a recommender

    Create a recommender

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a solution (train configuration)

    Create a solution (train configuration)

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create an event tracker

    Create an event tracker

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Describe a solution

    Describe a solution

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Export dataset to s3

    Export dataset to s3

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Get solution version metrics

    Get solution version metrics

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Import data into a dataset

    Import data into a dataset

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List dataset groups

    List dataset groups

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List datasets in a dataset group

    List datasets in a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List solutions for a dataset group

    List solutions for a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Run batch inference job

    Run batch inference job

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Train or retrain a solution version

    Train or retrain a solution version

  • Amazon AWS Personalize

    Create a batch segment job

  • Amazon AWS Personalize

    Create a campaign (deploy solution)

  • Amazon AWS Personalize

    Create a dataset

  • Amazon AWS Personalize

    Create a dataset group

  • Amazon AWS Personalize

    Create a recommender

  • Amazon AWS Personalize

    Create a solution (train configuration)

  • Amazon AWS Personalize

    Create an event tracker

  • Amazon AWS Personalize

    Describe a solution

  • Amazon AWS Personalize

    Export dataset to s3

  • Amazon AWS Personalize

    Get solution version metrics

  • Amazon AWS Personalize

    Import data into a dataset

  • Amazon AWS Personalize

    List dataset groups

  • Amazon AWS Personalize

    List datasets in a dataset group

  • Amazon AWS Personalize

    List solutions for a dataset group

  • Amazon AWS Personalize

    Run batch inference job

  • Amazon AWS Personalize

    Train or retrain a solution version

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Train or retrain a solution version

    Train or retrain a solution version

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Run batch inference job

    Run batch inference job

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List solutions for a dataset group

    List solutions for a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List datasets in a dataset group

    List datasets in a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    List dataset groups

    List dataset groups

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Import data into a dataset

    Import data into a dataset

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Get solution version metrics

    Get solution version metrics

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Export dataset to s3

    Export dataset to s3

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Describe a solution

    Describe a solution

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create an event tracker

    Create an event tracker

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a solution (train configuration)

    Create a solution (train configuration)

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a recommender

    Create a recommender

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a dataset group

    Create a dataset group

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a dataset

    Create a dataset

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a campaign (deploy solution)

    Create a campaign (deploy solution)

  • Amazon AWS Personalize

    Amazon AWS Personalize

    Create a batch segment job

    Create a batch segment job

  • Amazon AWS Personalize

    Train or retrain a solution version

  • Amazon AWS Personalize

    Run batch inference job

  • Amazon AWS Personalize

    List solutions for a dataset group

  • Amazon AWS Personalize

    List datasets in a dataset group

  • Amazon AWS Personalize

    List dataset groups

  • Amazon AWS Personalize

    Import data into a dataset

  • Amazon AWS Personalize

    Get solution version metrics

  • Amazon AWS Personalize

    Export dataset to s3

  • Amazon AWS Personalize

    Describe a solution

  • Amazon AWS Personalize

    Create an event tracker

  • Amazon AWS Personalize

    Create a solution (train configuration)

  • Amazon AWS Personalize

    Create a recommender

  • Amazon AWS Personalize

    Create a dataset group

  • Amazon AWS Personalize

    Create a dataset

  • Amazon AWS Personalize

    Create a campaign (deploy solution)

  • Amazon AWS Personalize

    Create a batch segment job

Connect Amazon AWS Personalize to your AI client in three steps.

01

Connect the service

Add Amazon AWS Personalize in Mindflow with its credentials. They stay in Mindflow and never reach the AI client.

02

Choose the tools

Pick the operations each AI client may call. Allow reads, require approval before sensitive writes and block the rest.

03

Connect your AI client

Point Claude, ChatGPT, Cursor or your own agent to your MCP Gateway endpoint, then check real calls in the audit log.

Use cases

Use cases

What your AI agents can do with Amazon AWS Personalize

What your AI agents can do with Amazon AWS Personalize

AI clients

Mindflow

Amazon AWS Personalize

โ†’ Automate solution version lifecycle to rapidly deploy personalized models by triggering creation, monitoring progress, and stopping in-progress versions as needed, minimizing manual intervention โ†’ Streamline dataset management by automatically creating, updating, and deleting datasets and import jobs, ensuring data freshness and schema integrity across personalization pipelines โ†’ Manage campaign deployment and recommender states by programmatically creating, updating, starting, and stopping campaigns and recommenders to maintain accurate real-time personalized experiences

โ†’ Automate solution version lifecycle to rapidly deploy personalized models by triggering creation, monitoring progress, and stopping in-progress versions as needed, minimizing manual intervention โ†’ Streamline dataset management by automatically creating, updating, and deleting datasets and import jobs, ensuring data freshness and schema integrity across personalization pipelines โ†’ Manage campaign deployment and recommender states by programmatically creating, updating, starting, and stopping campaigns and recommenders to maintain accurate real-time personalized experiences

More

More

Amazon

Amazon

AWS

AWS

MCP servers:

MCP servers:

Amazon Account

Amazon Account

Amazon Account

Amazon Alexa for Business

Amazon Alexa for Business

Amazon Alexa for Business

Amazon API Gateway Management

Amazon API Gateway Management

Amazon API Gateway Management

Amazon AppConfig Data

Amazon AppConfig Data

Amazon AppConfig Data

Amazon AppFlow

Amazon AppFlow

Amazon AppFlow

Amazon AppIntegrations

Amazon AppIntegrations

Amazon AppIntegrations

Amazon AppStream

Amazon AppStream

Amazon AppStream

Amazon Augmented AI Runtime

Amazon Augmented AI Runtime

Amazon Augmented AI Runtime

Amazon AWS App Runner

Amazon AWS App Runner

Amazon AWS App Runner

Amazon AWS Chatbot

Amazon AWS Chatbot

Amazon AWS Chatbot

Amazon AWS CodeStar Connections

Amazon AWS CodeStar Connections

Amazon AWS CodeStar Connections

Amazon AWS Connect Service

Amazon AWS Connect Service

Amazon AWS Connect Service

Amazon AWS Direct Connect

Amazon AWS Direct Connect

Amazon AWS Direct Connect

Amazon AWS Firewall Management Service

Amazon AWS Firewall Management Service

Amazon AWS Firewall Management Service

Amazon AWS GameLift

Amazon AWS GameLift

Amazon AWS GameLift

Amazon AWS Marketplace Metering

Amazon AWS Marketplace Metering

Amazon AWS Marketplace Metering

Amazon AWS Outposts

Amazon AWS Outposts

Amazon AWS Outposts

Amazon AWS Security Token Service

Amazon AWS Security Token Service

Amazon AWS Security Token Service

Amazon AWS Serverless Application Repository

Amazon AWS Serverless Application Repository

Amazon AWS Serverless Application Repository

Amazon AWS Service Catalog App Registry

Amazon AWS Service Catalog App Registry

Amazon AWS Service Catalog App Registry

Amazon AWS Storage Gateway

Amazon AWS Storage Gateway

Amazon AWS Storage Gateway

Amazon Backup

Amazon Backup

Amazon Backup

Amazon Backup Storage

Amazon Backup Storage

Amazon Backup Storage

Amazon Billing and Cost Management Data Exports

Amazon Billing and Cost Management Data Exports

Amazon Billing and Cost Management Data Exports

Load More

Every call goes through one governed endpoint.

Every call goes through one governed endpoint.

Your AI clients get access. You keep control.

Your AI clients get access. You keep control.

Every call to Amazon AWS Personalize goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.

Every call to Amazon AWS Personalize goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.

Amazon AWS Personalize MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Create a batch segment job

Allowed

Create a campaign (deploy solution)

Allowed

Create a dataset

Needs approval

Create a dataset group

Blocked

Every call logged ยท Export to SIEM

Put this MCP server to work.

Bring one AI client and the tools it needs. Weโ€™ll show you the setup in Mindflow, from scoped access to the audit log.

Put this MCP server to work.

Bring one AI client and the tools it needs. Weโ€™ll show you the setup in Mindflow, from scoped access to the audit log.

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France