IBM

IBM Cloud

IBM Watson OpenScale MCP server

IBM Watson OpenScale MCP server

IBM Watson OpenScale 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 IBM Watson OpenScale 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 IBM Watson OpenScale 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.

6

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

6

operation

s

available

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

Other services from this vendor:

Other services from this portfolio:

6

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 IBM Watson OpenScale operation, as an MCP tool

Every IBM Watson OpenScale 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:

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Add scoring payload or feedback payload

    Add scoring payload or feedback payload

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Compute bias mitigation for model

    Compute bias mitigation for model

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Compute explanations

    Compute explanations

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Get explanation

    Get explanation

  • IBM Watson OpenScale

    IBM Watson OpenScale

    List dataset records

    List dataset records

  • IBM Watson OpenScale

    IBM Watson OpenScale

    List datasets by parameters

    List datasets by parameters

  • IBM Watson OpenScale

    Add scoring payload or feedback payload

  • IBM Watson OpenScale

    Compute bias mitigation for model

  • IBM Watson OpenScale

    Compute explanations

  • IBM Watson OpenScale

    Get explanation

  • IBM Watson OpenScale

    List dataset records

  • IBM Watson OpenScale

    List datasets by parameters

  • IBM Watson OpenScale

    IBM Watson OpenScale

    List datasets by parameters

    List datasets by parameters

  • IBM Watson OpenScale

    IBM Watson OpenScale

    List dataset records

    List dataset records

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Get explanation

    Get explanation

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Compute explanations

    Compute explanations

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Compute bias mitigation for model

    Compute bias mitigation for model

  • IBM Watson OpenScale

    IBM Watson OpenScale

    Add scoring payload or feedback payload

    Add scoring payload or feedback payload

  • IBM Watson OpenScale

    List datasets by parameters

  • IBM Watson OpenScale

    List dataset records

  • IBM Watson OpenScale

    Get explanation

  • IBM Watson OpenScale

    Compute explanations

  • IBM Watson OpenScale

    Compute bias mitigation for model

  • IBM Watson OpenScale

    Add scoring payload or feedback payload

Connect IBM Watson OpenScale to your AI client in three steps.

01

Connect the service

Add IBM Watson OpenScale 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 IBM Watson OpenScale

What your AI agents can do with IBM Watson OpenScale

AI clients

Mindflow

IBM Watson OpenScale

โ†’ Reduce AI model bias by automating bias mitigation and remediation analysis using Watson OpenScale v2's subscriptions_score operation, streamlining compliance efforts. โ†’ Enhance AI transparency through automated computation and retrieval of model behavior explanations with explanation_tasks_add and explanation_tasks_get, enabling clearer decision insights. โ†’ Maintain data quality by automating dataset record management and scoring feedback submissions using records_list and records_add, ensuring accurate and up-to-date AI inputs.

โ†’ Reduce AI model bias by automating bias mitigation and remediation analysis using Watson OpenScale v2's subscriptions_score operation, streamlining compliance efforts. โ†’ Enhance AI transparency through automated computation and retrieval of model behavior explanations with explanation_tasks_add and explanation_tasks_get, enabling clearer decision insights. โ†’ Maintain data quality by automating dataset record management and scoring feedback submissions using records_list and records_add, ensuring accurate and up-to-date AI inputs.

More

More

IBM

IBM

IBM Cloud

IBM Cloud

MCP servers:

MCP servers:

IBM Analytics Engine

IBM Analytics Engine

IBM Analytics Engine

IBM App ID Management

IBM App ID Management

IBM App ID Management

IBM Cloud Activity Tracker

IBM Cloud Activity Tracker

IBM Cloud Activity Tracker

IBM Cloud Activity Tracker Version 2

IBM Cloud Activity Tracker Version 2

IBM Cloud Activity Tracker Version 2

IBM Cloud Analytics Engine

IBM Cloud Analytics Engine

IBM Cloud Analytics Engine

IBM Cloud App Configuration

IBM Cloud App Configuration

IBM Cloud App Configuration

IBM Cloud App ID Authorization

IBM Cloud App ID Authorization

IBM Cloud App ID Authorization

IBM Cloud App ID User Profiles

IBM Cloud App ID User Profiles

IBM Cloud App ID User Profiles

IBM Cloud Case Management & Reference

IBM Cloud Case Management & Reference

IBM Cloud Case Management & Reference

IBM Cloud Catalog Management

IBM Cloud Catalog Management

IBM Cloud Catalog Management

IBM Cloud CD Toolchain

IBM Cloud CD Toolchain

IBM Cloud CD Toolchain

IBM Cloud Code Engine

IBM Cloud Code Engine

IBM Cloud Code Engine

IBM Cloud Container Registry

IBM Cloud Container Registry

IBM Cloud Container Registry

IBM Cloud Context-Based Restrictions

IBM Cloud Context-Based Restrictions

IBM Cloud Context-Based Restrictions

IBM Cloud Data Engine

IBM Cloud Data Engine

IBM Cloud Data Engine

IBM Cloud Databases

IBM Cloud Databases

IBM Cloud Databases

IBM Cloud Db2 Warehouse on Cloud v4

IBM Cloud Db2 Warehouse on Cloud v4

IBM Cloud Db2 Warehouse on Cloud v4

IBM Cloud Db2 Warehouse on Cloud v5 (AWS only)

IBM Cloud Db2 Warehouse on Cloud v5 (AWS only)

IBM Cloud Db2 Warehouse on Cloud v5 (AWS only)

IBM Cloud Direct Link

IBM Cloud Direct Link

IBM Cloud Direct Link

IBM Cloud Discovery

IBM Cloud Discovery

IBM Cloud Discovery

IBM Cloud DNS Services

IBM Cloud DNS Services

IBM Cloud DNS Services

IBM Cloud Enterprise Billing Units

IBM Cloud Enterprise Billing Units

IBM Cloud Enterprise Billing Units

IBM Cloud Enterprise Management

IBM Cloud Enterprise Management

IBM Cloud Enterprise Management

IBM Cloud Enterprise Usage Reports

IBM Cloud Enterprise Usage Reports

IBM Cloud Enterprise Usage Reports

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 IBM Watson OpenScale 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 IBM Watson OpenScale 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.

IBM Watson OpenScale MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Add scoring payload or feedback payload

Allowed

Compute bias mitigation for model

Allowed

Compute explanations

Needs approval

Get explanation

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