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IBM watsonx Orchestrate vs MuleSoft Agent Fabric

IBM watsonx Orchestrate

Agent management platform to build, deploy, orchestrate, and govern AI agents

MuleSoft Agent Fabric

Control plane for agents, MCP servers, and APIs across platforms

Short answer

IBM watsonx Orchestrate is a platform to build, run, and govern agents; MuleSoft Agent Fabric is a control plane for agents, MCP servers, and APIs across platforms.⁠Source 1, Source 2, Source 3, Source 4 IBM watsonx Orchestrate is offered as SaaS or on premises; Agent Fabric enforces policy through Omni Gateway, placed in each managed agent’s request path.⁠Source 5, Source 6

By Blocks.ai teamLast checked

Where each one sits

Six layers of running AI agents at a company, and what each product’s own public sources say it covers.

These aren’t the same kind of product

Where they overlap
Both keep a catalog of agents, can discover agents on other platforms (watsonx Orchestrate in preview), apply policy controls, and speak A2A and MCP.⁠Source 3, Source 6, Source 7, Source 8, Source 9, Source 10, Source 11
Where they differ
IBM watsonx Orchestrate is also where agents are built and run.⁠Source 2, Source 12 Agent Fabric’s brokers orchestrate A2A-compliant agents; MuleSoft points to Salesforce’s separate Agentforce for building agents within Salesforce.⁠Source 6, Source 13, Source 14
Running both
Each works with agents built elsewhere: watsonx Orchestrate through external agents, and Agent Fabric through scanners and agent cards.⁠Source 6, Source 15, Source 16 Neither vendor publicly documents using the two together.
Public sources · checked 2 October 2026
  • Offered
  • Preview
  • Not publicly documented

IBM watsonx Orchestrate

  • Build agents: OfferedVisual builder and ADK⁠Source 12
  • Host and run agents: OfferedAgents run on watsonx Orchestrate⁠Source 2
  • Identity and access: PreviewAgent identity⁠Source 17
  • Registry and governance: OfferedAgentic Control Plane⁠Source 18
  • Traffic between agents, tools, and models: OfferedA2A calls to agent endpoints⁠Source 19
  • Agents across organizations: OfferedPartner A2A agents in catalog⁠Source 19

MuleSoft Agent Fabric

  • Build agents: OfferedAgent brokers in Agent Script⁠Source 6
  • Host and run agents: OfferedAgent brokers on CloudHub 2.0⁠Source 6
  • Identity and access: OfferedOmni Gateway authentication and authorization⁠Source 6
  • Registry and governance: OfferedAgent Registry in Anypoint Exchange⁠Source 6
  • Traffic between agents, tools, and models: OfferedOmni Gateway in request path⁠Source 6
  • Agents across organizations: Not publicly documented

At a glance

TopicIBM watsonx OrchestrateMuleSoft Agent Fabric
Builds and runs agentsIBM says agents can be built in a visual builder.⁠Source 12 Agents built with the Agent Development Kit run on watsonx Orchestrate.⁠Source 2Agent brokers, written in Agent Script, run on CloudHub 2.0 or Runtime Fabric.⁠Source 6 MuleSoft points to Salesforce’s separate Agentforce for building agents within Salesforce.⁠Source 14
Where it runsManaged SaaS on AWS or IBM Cloud, or installed on premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 5, Source 20Agent Fabric runs on MuleSoft-hosted Anypoint Platform control planes in each supported geography; Omni Gateway can be self-managed.⁠Source 21, Source 22 A self-hosted Agent Fabric control plane is not publicly documented.
Agent identityAgent identity is in private preview: agents can act for users while keeping their own verifiable identities, through IBM Verify or Microsoft Entra.⁠Source 17, Source 23For rogue-agent detection, agents are set up as service identities in your own IdP.⁠Source 24 MuleSoft says user context is carried through the call chain.⁠Source 14
Pricing modelBy plan: Essentials from $530 a month for 4,000 monthly active users, Standard from $6,360 a month, and Premium on request.⁠Source 25 30-day free trial.⁠Source 25MuleSoft packages from $2,000 a month, billed annually, with usage metered in Mule Credits.⁠Source 26 MuleSoft’s 30-day free trial covers its full portfolio.⁠Source 26 MuleSoft lists the Agent Fabric package with no price: contact sales.⁠Source 26
MaturityIBM said the unified release of watsonx Orchestrate was generally available in January 2024; the Agentic Control Plane followed in June 2026.⁠Source 27, Source 28 AI Gateway, which can discover agents on other platforms, is in preview.⁠Source 8Generally available, MuleSoft says, with new capabilities each month.⁠Source 14 The first release note is dated 3 October 2025.⁠Source 13

What each one is

IBM watsonx Orchestrate

IBM describes watsonx Orchestrate as an agent management platform to build, deploy, orchestrate, manage, and govern agents, for IT, security, and AI leaders.⁠Source 1 Its Agentic Control Plane is a central place to monitor and manage agents’ operational health, adoption, and quality.⁠Source 29

MuleSoft Agent Fabric

MuleSoft documents Agent Fabric as an AI control plane for agents, MCP servers, and APIs across platforms.⁠Source 4 Scanners and manual registration fill its registry, Omni Gateway enforces policy in the request path of managed agents, and agent brokers orchestrate A2A-compliant agents.⁠Source 6, Source 16

The differences that matter

  1. Building and running agents

    IBM watsonx Orchestrate

    IBM says agents can be built in a visual builder with drag-and-drop and natural language; Agent Development Kit agents run on watsonx Orchestrate.⁠Source 2, Source 12

    MuleSoft Agent Fabric

    Agent Fabric registers agents whichever platform built them; its own brokers, written in Agent Script, run on CloudHub 2.0 or Runtime Fabric.⁠Source 6

  2. Agents from other platforms

    IBM watsonx Orchestrate

    Agents hosted elsewhere are added by endpoint; IBM says discovering agents in AgentCore, Gemini Enterprise Agent Platform, or Azure AI Foundry is in preview.⁠Source 30, Source 31, Source 32, Source 33

    MuleSoft Agent Fabric

    Scanners register agents, APIs, and MCP servers they find on supported platforms; agents they miss can be registered by uploading an agent card.⁠Source 6, Source 14, Source 16

    MuleSoft’s scanners run at most once a day; watsonx Orchestrate’s discovery, in preview, keeps results only for the session unless agents are imported.⁠Source 34, Source 35

  3. Where policy is enforced

    IBM watsonx Orchestrate

    On SaaS outside AWS GovCloud, controls can block unsafe content, protect sensitive data, govern model traffic, and restrict network access; agent controls cover A2A agents.⁠Source 3

    MuleSoft Agent Fabric

    Omni Gateway in the request path can require authentication and limit which tools and APIs an agent calls; governance strategies can block or flag noncompliance.⁠Source 6

    IBM’s security control center shows each agent’s connections, tools, and permissions; MuleSoft’s Agent Visualizer maps agents, MCP servers, and LLMs and shows live request flows.⁠Source 6, Source 36

For security teams

What a security review asks, answered from each vendor’s public documentation.

TopicIBM watsonx OrchestrateMuleSoft Agent Fabric
Network exposureExternal agents need accessible endpoints.⁠Source 30 On IBM Cloud: a Satellite TLS tunnel, private endpoints, and network controls.⁠Source 3, Source 37, Source 38, Source 39Omni Gateway sits in each managed agent’s request path; agent-network ingress gateways get a public endpoint, egress gateways none.⁠Source 6, Source 40
IdentityPlatform SSO uses OIDC or SAML.⁠Source 41 Per-agent identity is in private preview; existing authentication types use an impersonation model.⁠Source 17, Source 23Anypoint Platform supports OIDC and SAML 2.0 identity providers.⁠Source 42 For rogue-agent detection, agents can be service identities in your IdP.⁠Source 24
Access changes and revocationExternal agents removed from AI Gateway’s directory (preview) stop being collaborators; on IBM Cloud, undeploying a released version is logged.⁠Source 43, Source 44After review, quarantine stops a flagged agent from acting and blocks it at model proxies with the Kill Switch policy.⁠Source 24
Audit trailAudit events can be routed where you choose on IBM Cloud, or sent to your S3 and CloudWatch on AWS.⁠Source 45, Source 46Omni Gateway can keep a traffic audit trail; Anypoint Platform audit logs are kept one year by default.⁠Source 6, Source 47
ComplianceIBM says watsonx Orchestrate is FedRAMP authorized on AWS GovCloud (US) and the company holds ISO/IEC 27001:2022 certification.⁠Source 48, Source 49MuleSoft says Anypoint Platform is certified to ISO 27001, SOC 2, PCI DSS, and HIPAA; Agent Fabric isn’t named.⁠Source 50

Full comparison

18 criteria in five groups. Every cell links to its source, or says no public source answers it.

IBM watsonx Orchestrate and MuleSoft Agent Fabric compared on 18 criteria
IBM watsonx OrchestrateMuleSoft Agent Fabric
What it is
What it is and who it’s forIBM describes it as an agent management platform to build, deploy, orchestrate, manage, and govern agents, for IT, security, and AI leaders.⁠Source 1An AI control plane for agents, MCP servers, and APIs across platforms.⁠Source 4 MuleSoft says it discovers, governs, orchestrates, and observes agents.⁠Source 51
MaturityIBM said its unified release was GA in January 2024; the Agentic Control Plane followed in June 2026.⁠Source 27, Source 28 AI Gateway and some dashboards are in preview.⁠Source 8, Source 29Generally available, MuleSoft says.⁠Source 14 First release note 3 October 2025; scanners for major cloud environments generally available in January 2026.⁠Source 13, Source 52
Control
Agent registry and discoveryIBM says its searchable catalog holds prebuilt and custom agents and tools.⁠Source 7 AI Gateway (preview) can discover agents on other platforms and import some.⁠Source 8, Source 43Agent Registry is one inventory of agents, MCP servers, and APIs, whichever platform built them.⁠Source 6 Scanners fill it; agents can also be added by agent card.⁠Source 6, Source 16
Identity and access controlPlatform SSO with OIDC or SAML, and user, builder, and administrator roles.⁠Source 41, Source 53 Per-agent identity is in private preview.⁠Source 23Omni Gateway can require authentication and authorization.⁠Source 6 Anypoint access management sets user roles and supports OIDC and SAML 2.0 identity providers.⁠Source 4, Source 42
Ownership, policy, and revocationOn SaaS outside GovCloud, controls can block unsafe content, protect sensitive data, govern model traffic, and restrict network access.⁠Source 3 Owners: private preview.⁠Source 23Governance strategies set access, data privacy, cost, and compliance rules once for agents, APIs, and MCP servers in scope, and can block or flag noncompliance.⁠Source 6
Audit log and observabilityOn IBM Cloud, audit events can be routed where you choose; on AWS, audit logs can go to your S3 and CloudWatch.⁠Source 45, Source 46 Traces give a high-level view of a request.⁠Source 54Omni Gateway can keep a traffic audit trail.⁠Source 6 Platform audit logs are kept a year by default; Integration Advanced or Titanium adds export to third-party tools.⁠Source 47
Connection
How agents connectADK agents run on watsonx Orchestrate.⁠Source 2 Agents hosted elsewhere need an accessible endpoint.⁠Source 30 On IBM Cloud: a Satellite TLS tunnel and private endpoints.⁠Source 37, Source 38Omni Gateway sits in the request path of each managed agent, API, or MCP server.⁠Source 6 An egress gateway carries agent networks’ calls to agents outside the network.⁠Source 40
Agents across organizationsExcept on premises, partner A2A agents from the catalog can be collaborators.⁠Source 19 A connection sets how watsonx Orchestrate authenticates to an external A2A agent.⁠Source 55An egress gateway enforces policy on agent networks’ calls to agents outside the network.⁠Source 40 Partner-held access controls: not publicly documented.
Protocol supportCalls external A2A agents over JSON-RPC and exposes its agents through A2A endpoints.⁠Source 9, Source 56 Imports MCP tools; OAuth 2.1 isn’t supported for MCP connections.⁠Source 10Omni Gateway supports MCP and A2A.⁠Source 11 A2A powers orchestration in agent networks, and MCP Bridge turns an existing API into an MCP server without custom code.⁠Source 6, Source 57
Frameworks, models, and clouds supportedIBM says it supports native, Langflow, LangGraph, and A2A agents.⁠Source 58 Chat completions agents and agents from Salesforce’s separate Agentforce can be added.⁠Source 9, Source 15MuleSoft calls it vendor agnostic.⁠Source 14 Brokers orchestrate only A2A-compliant agents; an A2A bridge presents Agentforce agents as compliant.⁠Source 4, Source 6
Operations
Deployment options and data residencySaaS on AWS or IBM Cloud, or on premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 5, Source 20 The control plane isn’t supported in AWS GovCloud (US).⁠Source 29Agent Fabric runs on MuleSoft-hosted control planes; Omni Gateway can be self-managed.⁠Source 21, Source 22 A self-hosted Agent Fabric control plane isn’t publicly documented.
Compliance attestationsIBM says the product is FedRAMP authorized on AWS GovCloud (US), and the company holds ISO/IEC 27001:2022 certification.⁠Source 48, Source 49 Premium lists a HIPAA-ready option.⁠Source 25MuleSoft says Anypoint Platform is certified to ISO 27001, SOC 2, PCI DSS, and HIPAA.⁠Source 50 An attestation naming Agent Fabric is not publicly documented.
Support and SLAOn AWS, IBM states a 99.9% availability SLA.⁠Source 59 On IBM Cloud, it points to the base IBM Cloud Service Description.⁠Source 60 Support cases can be opened.⁠Source 61MuleSoft’s Cloud Offerings SLA commits to 99.95% monthly availability for covered services, for orders started by 1 May 2025.⁠Source 62 Premier Success Plans are offered.⁠Source 63
Time and effort to get runningIBM’s administrator guide covers environment setup and user access.⁠Source 64 Platform SSO is configured with IBM.⁠Source 41 The control plane needs the Admin or Builder role.⁠Source 29With product access, an admin turns Agent Fabric on.⁠Source 4 Agent networks need a Managed Omni Gateway; scanners need a connected cloud provider for each source.⁠Source 4
Pricing model and public pricesEssentials from $530 and Standard from $6,360 a month, sized by users and messages; Premium on request.⁠Source 25 List prices are indicative.⁠Source 25 30-day free trial.⁠Source 25MuleSoft packages from $2,000 a month, billed annually, metered in Mule Credits.⁠Source 26 MuleSoft lists the Agent Fabric package with no price: contact sales.⁠Source 26
Building
Agent building toolsIBM says agents can be built in a drag-and-drop visual builder or with the Agent Development Kit, and Langflow workflows deployed as tools.⁠Source 2, Source 12Agent networks are defined in YAML, brokers in Agent Script.⁠Source 6, Source 65 MuleSoft says Salesforce’s separate Agentforce is for building agents within Salesforce.⁠Source 14
Model accessIBM-hosted and third-party models, varying by cloud, region, and deployment.⁠Source 66 Default in most regions: GPT-OSS 120B via Groq.⁠Source 66 Others as virtual models.⁠Source 67Brokers support OpenAI, Azure OpenAI, Bedrock OpenAI, and Gemini models.⁠Source 65 Model Proxy is one access layer for several providers, with spend caps.⁠Source 6, Source 68
Integrations and ecosystemIBM says its catalog lists prebuilt IBM and partner agents, and ISVs can list agents through Agent Connect.⁠Source 7, Source 69 Sold via the IBM Cloud Catalog or AWS Marketplace.⁠Source 25MuleSoft cites hundreds of enterprise connectors.⁠Source 14 The catalog includes curated public MCP servers from the Official MCP Registry and Informatica.⁠Source 6

Which to choose

Choose IBM watsonx Orchestrate if

  • You want to build agents with the Python Agent Development Kit or, IBM says, a visual builder with drag-and-drop and natural language.⁠Source 2, Source 12
  • You need to run it on premises, on IBM Cloud Pak for Data or Software Hub, where some agent controls aren’t available.⁠Source 5, Source 20, Source 70
  • You want published plan prices: Essentials starts at $530 a month for 4,000 monthly active users and up to 200,000 messages.⁠Source 25
  • You want prebuilt agents: IBM says its catalog lists IBM and partner agents; partner A2A agents can be collaborators, not on premises.⁠Source 7, Source 19

Choose MuleSoft Agent Fabric if

  • Your agents already run on several platforms, and you want scanners, which MuleSoft says cover Amazon, Google, and Microsoft, to register them.⁠Source 6, Source 51
  • You want a gateway in each managed agent’s request path, and rules set once for in-scope agents, APIs, and MCP servers.⁠Source 6
  • You already use MuleSoft: Agent Fabric uses Anypoint Platform access management, and MuleSoft cites hundreds of enterprise connectors.⁠Source 4, Source 14
  • You want brokers to orchestrate A2A-compliant agents across ecosystems, and caps on each caller’s model spend.⁠Source 6, Source 13

Questions buyers ask

How is each one priced?

IBM watsonx Orchestrate’s paid plans start at $530 a month for Essentials and $6,360 for Standard; Premium is priced on request.⁠Source 25 MuleSoft packages start at $2,000 a month, billed annually; the Agent Fabric package lists no price: contact sales.⁠Source 26

Do they support MCP and A2A?

IBM watsonx Orchestrate calls external A2A agents, exposes its own agents through A2A endpoints, and imports tools from MCP servers.⁠Source 9, Source 10, Source 56 Omni Gateway supports both, A2A powers orchestration in MuleSoft agent networks, and MCP Connector runs an MCP server or client in a Mule app.⁠Source 6, Source 11, Source 57

Can either one run on premises?

IBM watsonx Orchestrate comes as managed SaaS or on premises, on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 5, Source 20 MuleSoft hosts regional Anypoint control planes, and Omni Gateway can be self-managed.⁠Source 21, Source 22 A self-hosted Agent Fabric control plane is not publicly documented.

Can either one connect agents across organizations?

IBM watsonx Orchestrate can add partner A2A agents from its catalog, except on premises.⁠Source 19 In MuleSoft agent networks, an egress gateway enforces policy on calls to agents outside the network.⁠Source 40 Neither publicly documents how a partner controls who reaches its agents, beyond issuing credentials.

How we compare

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Every claim on this page links to a public source. Where none answers a question, the page says so.

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Sources

77 public sources, each with the date we checked it. Every one opens in a new tab.

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  3. Source 3: Protecting assets with controls IBM · checked Back:abcde

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  30. Source 30: Adding agents from third-party platforms IBM · checked Back:abc

  31. Source 31: Connecting and configuring Amazon Bedrock IBM · checked Back to text

  32. Source 32: Connecting and configuring Gemini Enterprise Agent Platform IBM · checked Back to text

  33. Source 33: Connecting and configuring Microsoft Azure AI Foundry IBM · checked Back to text

  34. Source 34: Discovering and Cataloging External Services with Scanners Salesforce · checked Back to text

  35. Source 35: Discovering agents from external platforms IBM · checked Back to text

  36. Source 36: Managing access using the security control center IBM · checked Back to text

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  38. Source 38: Using private network endpoints IBM · checked Back:ab

  39. Source 39: Configuring network controls IBM · checked Back to text

  40. Source 40: Deploying Agent Network Ingress and Egress Managed Omni Gateways Salesforce · checked Back:abcd

  41. Source 41: Configuring SSO for platform access IBM · checked Back:abc

  42. Source 42: Configuring Identity Management in Anypoint Platform Salesforce · checked Back:ab

  43. Source 43: Managing the agent directory IBM · checked Back:ab

  44. Source 44: List of events for activity tracking IBM · checked Back to text

  45. Source 45: Activity tracking events on IBM Cloud IBM · checked Back:ab

  46. Source 46: Enabling external logging for AWS IBM · checked Back:ab

  47. Source 47: Audit Logging in Anypoint Platform Salesforce · checked Back:ab

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  61. Source 61: Getting help and support IBM · checked Back to text

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  67. Source 67: Choosing your LLM (watsonx Orchestrate ADK docs) IBM · checked Back to text

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