Amazon

AWS

Amazon Neptune Graph MCP server

Amazon Neptune Graph MCP server

Amazon Neptune Graph 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 Graph 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 Graph 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.

28

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

28

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

28

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 Graph operation, as an MCP tool

Every Amazon Neptune Graph 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 Graph

    Amazon Neptune Graph

    Cancel import task

    Cancel import task

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Create graph

    Create graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Create graph snapshot

    Create graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Delete graph

    Delete graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Delete graph snapshot

    Delete graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Execute query

    Execute query

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get graph

    Get graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get graph snapshot

    Get graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get import task

    Get import task

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get query

    Get query

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List graph snapshots

    List graph snapshots

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List graphs

    List graphs

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List import tasks

    List import tasks

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List queries

    List queries

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Start import task

    Start import task

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Update graph

    Update graph

  • Amazon Neptune Graph

    Cancel import task

  • Amazon Neptune Graph

    Create graph

  • Amazon Neptune Graph

    Create graph snapshot

  • Amazon Neptune Graph

    Delete graph

  • Amazon Neptune Graph

    Delete graph snapshot

  • Amazon Neptune Graph

    Execute query

  • Amazon Neptune Graph

    Get graph

  • Amazon Neptune Graph

    Get graph snapshot

  • Amazon Neptune Graph

    Get import task

  • Amazon Neptune Graph

    Get query

  • Amazon Neptune Graph

    List graph snapshots

  • Amazon Neptune Graph

    List graphs

  • Amazon Neptune Graph

    List import tasks

  • Amazon Neptune Graph

    List queries

  • Amazon Neptune Graph

    Start import task

  • Amazon Neptune Graph

    Update graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Update graph

    Update graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Start import task

    Start import task

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List queries

    List queries

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List import tasks

    List import tasks

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List graphs

    List graphs

  • Amazon Neptune Graph

    Amazon Neptune Graph

    List graph snapshots

    List graph snapshots

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get query

    Get query

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get import task

    Get import task

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get graph snapshot

    Get graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Get graph

    Get graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Execute query

    Execute query

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Delete graph snapshot

    Delete graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Delete graph

    Delete graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Create graph snapshot

    Create graph snapshot

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Create graph

    Create graph

  • Amazon Neptune Graph

    Amazon Neptune Graph

    Cancel import task

    Cancel import task

  • Amazon Neptune Graph

    Update graph

  • Amazon Neptune Graph

    Start import task

  • Amazon Neptune Graph

    List queries

  • Amazon Neptune Graph

    List import tasks

  • Amazon Neptune Graph

    List graphs

  • Amazon Neptune Graph

    List graph snapshots

  • Amazon Neptune Graph

    Get query

  • Amazon Neptune Graph

    Get import task

  • Amazon Neptune Graph

    Get graph snapshot

  • Amazon Neptune Graph

    Get graph

  • Amazon Neptune Graph

    Execute query

  • Amazon Neptune Graph

    Delete graph snapshot

  • Amazon Neptune Graph

    Delete graph

  • Amazon Neptune Graph

    Create graph snapshot

  • Amazon Neptune Graph

    Create graph

  • Amazon Neptune Graph

    Cancel import task

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

01

Connect the service

Add Amazon Neptune Graph 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 Graph

What your AI agents can do with Amazon Neptune Graph

AI clients

Mindflow

Amazon Neptune Graph

โ†’ Automate graph lifecycle management to address complex graph data updates by scheduling creation, updates, and deletion of Neptune Analytics graphs based on dynamic criteria using automated API calls.  โ†’ Simplify snapshot and restore processes to ensure data integrity and rapid recovery by triggering snapshot creation and restoring graphs from snapshot states automatically through API operations.  โ†’ Secure graph access management works by automatically creating and deleting private graph endpoints, enabling controlled private access to graph resources to meet enterprise security requirements.

โ†’ Automate graph lifecycle management to address complex graph data updates by scheduling creation, updates, and deletion of Neptune Analytics graphs based on dynamic criteria using automated API calls.  โ†’ Simplify snapshot and restore processes to ensure data integrity and rapid recovery by triggering snapshot creation and restoring graphs from snapshot states automatically through API operations.  โ†’ Secure graph access management works by automatically creating and deleting private graph endpoints, enabling controlled private access to graph resources to meet enterprise security requirements.

More

More

Amazon

Amazon

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MCP servers:

Amazon Account

Amazon Account

Amazon Account

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Amazon API Gateway Management

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Amazon AppConfig Data

Amazon AppConfig Data

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Amazon AppFlow

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Amazon Augmented AI Runtime

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Amazon AWS Connect Service

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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

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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 Graph 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 Graph 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 Graph MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Cancel import task

Allowed

Create graph

Allowed

Create graph snapshot

Needs approval

Delete graph

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