Amazon

AWS

Amazon Neptune Data MCP server

Amazon Neptune Data MCP server

Amazon Neptune Data 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 Neptune Data 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 Neptune Data 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.

43

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

43

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

43

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 Neptune Data operation, as an MCP tool

Every Amazon Neptune Data 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 Neptune Data

    Amazon Neptune Data

    Cancel gremlin query

    Cancel gremlin query

  • Amazon Neptune Data

    Amazon Neptune Data

    Cancel loader job

    Cancel loader job

  • Amazon Neptune Data

    Amazon Neptune Data

    Cancel openCypher query

    Cancel openCypher query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin explain query

    Execute gremlin explain query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin profile query

    Execute gremlin profile query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin query

    Execute gremlin query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute openCypher explain request

    Execute openCypher explain request

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute openCypher query

    Execute openCypher query

  • Amazon Neptune Data

    Amazon Neptune Data

    Get engine status

    Get engine status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get gremlin query status

    Get gremlin query status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get loader job status

    Get loader job status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get openCypher query status

    Get openCypher query status

  • Amazon Neptune Data

    Amazon Neptune Data

    List gremlin queries

    List gremlin queries

  • Amazon Neptune Data

    Amazon Neptune Data

    List loader jobs

    List loader jobs

  • Amazon Neptune Data

    Amazon Neptune Data

    List openCypher queries

    List openCypher queries

  • Amazon Neptune Data

    Amazon Neptune Data

    Start a bulk loader job

    Start a bulk loader job

  • Amazon Neptune Data

    Cancel gremlin query

  • Amazon Neptune Data

    Cancel loader job

  • Amazon Neptune Data

    Cancel openCypher query

  • Amazon Neptune Data

    Execute gremlin explain query

  • Amazon Neptune Data

    Execute gremlin profile query

  • Amazon Neptune Data

    Execute gremlin query

  • Amazon Neptune Data

    Execute openCypher explain request

  • Amazon Neptune Data

    Execute openCypher query

  • Amazon Neptune Data

    Get engine status

  • Amazon Neptune Data

    Get gremlin query status

  • Amazon Neptune Data

    Get loader job status

  • Amazon Neptune Data

    Get openCypher query status

  • Amazon Neptune Data

    List gremlin queries

  • Amazon Neptune Data

    List loader jobs

  • Amazon Neptune Data

    List openCypher queries

  • Amazon Neptune Data

    Start a bulk loader job

  • Amazon Neptune Data

    Amazon Neptune Data

    Start a bulk loader job

    Start a bulk loader job

  • Amazon Neptune Data

    Amazon Neptune Data

    List openCypher queries

    List openCypher queries

  • Amazon Neptune Data

    Amazon Neptune Data

    List loader jobs

    List loader jobs

  • Amazon Neptune Data

    Amazon Neptune Data

    List gremlin queries

    List gremlin queries

  • Amazon Neptune Data

    Amazon Neptune Data

    Get openCypher query status

    Get openCypher query status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get loader job status

    Get loader job status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get gremlin query status

    Get gremlin query status

  • Amazon Neptune Data

    Amazon Neptune Data

    Get engine status

    Get engine status

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute openCypher query

    Execute openCypher query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute openCypher explain request

    Execute openCypher explain request

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin query

    Execute gremlin query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin profile query

    Execute gremlin profile query

  • Amazon Neptune Data

    Amazon Neptune Data

    Execute gremlin explain query

    Execute gremlin explain query

  • Amazon Neptune Data

    Amazon Neptune Data

    Cancel openCypher query

    Cancel openCypher query

  • Amazon Neptune Data

    Amazon Neptune Data

    Cancel loader job

    Cancel loader job

  • Amazon Neptune Data

    Amazon Neptune Data

    Cancel gremlin query

    Cancel gremlin query

  • Amazon Neptune Data

    Start a bulk loader job

  • Amazon Neptune Data

    List openCypher queries

  • Amazon Neptune Data

    List loader jobs

  • Amazon Neptune Data

    List gremlin queries

  • Amazon Neptune Data

    Get openCypher query status

  • Amazon Neptune Data

    Get loader job status

  • Amazon Neptune Data

    Get gremlin query status

  • Amazon Neptune Data

    Get engine status

  • Amazon Neptune Data

    Execute openCypher query

  • Amazon Neptune Data

    Execute openCypher explain request

  • Amazon Neptune Data

    Execute gremlin query

  • Amazon Neptune Data

    Execute gremlin profile query

  • Amazon Neptune Data

    Execute gremlin explain query

  • Amazon Neptune Data

    Cancel openCypher query

  • Amazon Neptune Data

    Cancel loader job

  • Amazon Neptune Data

    Cancel gremlin query

Connect Amazon Neptune Data to your AI client in three steps.

01

Connect the service

Add Amazon Neptune Data 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 Neptune Data

What your AI agents can do with Amazon Neptune Data

AI clients

Mindflow

Amazon Neptune Data

โ†’ Automate graph data ingestion pain points by orchestrating bulk loader jobs that efficiently import complex connected datasets from Amazon S3 into NeptuneData, reducing manual data upload overhead โ†’ Streamline graph query management by automatically executing and cancelling Gremlin and openCypher queries based on real-time requirements, ensuring fast and accurate retrieval of graph insights โ†’ Simplify machine learning lifecycle tasks by triggering Neptune ML model training and transform jobs, and monitoring their status to keep graph-based inferences up to date

โ†’ Automate graph data ingestion pain points by orchestrating bulk loader jobs that efficiently import complex connected datasets from Amazon S3 into NeptuneData, reducing manual data upload overhead โ†’ Streamline graph query management by automatically executing and cancelling Gremlin and openCypher queries based on real-time requirements, ensuring fast and accurate retrieval of graph insights โ†’ Simplify machine learning lifecycle tasks by triggering Neptune ML model training and transform jobs, and monitoring their status to keep graph-based inferences up to date

More

More

Amazon

Amazon

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MCP servers:

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Amazon API Gateway Management

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Amazon AppConfig Data

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Amazon AWS Outposts

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Amazon AWS Personalize

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Amazon AWS Security Token Service

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Amazon AWS Serverless Application Repository

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Amazon AWS Service Catalog App Registry

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Amazon AWS Storage Gateway

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Amazon Backup

Amazon Backup

Amazon Backup

Amazon Backup Storage

Amazon Backup Storage

Amazon Backup Storage

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 Neptune Data 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 Neptune Data 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 Neptune Data MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Cancel gremlin query

Allowed

Cancel loader job

Allowed

Cancel openCypher query

Needs approval

Execute gremlin explain query

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