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Alternatives to CrewAI AMP

CrewAI AMP

Platform for deploying, monitoring, and scaling CrewAI crews and agents

Summary

CrewAI AMP is a platform to build and run agents: teams build CrewAI crews in code or in Crew Studio, then deploy, monitor, and scale them in production.⁠Source 1 The Enterprise plan can run on CrewAI’s cloud, your own VPC, or your own infrastructure.⁠Source 2 CrewAI says it maintains a SOC 2 Type 2 certified security program.⁠Source 3

By Blocks.ai teamLast checked

Where CrewAI AMP sits

Six layers of running AI agents at a company, and what CrewAI AMP’s own public sources say it covers. Each alternative below gets the same six layers as a strip.

Public sources · checked 2 October 2026
  • Offered
  • Preview

CrewAI AMP

  • Build agents: OfferedCrew Studio visual editor⁠Source 4
  • Host and run agents: OfferedManaged infrastructure for crews⁠Source 1
  • Identity and access: OfferedPer-deployment allow lists⁠Source 5
  • Registry and governance: OfferedAgent Repositories⁠Source 6
  • Traffic between agents, tools, and models: OfferedCustom MCP server connections⁠Source 7
  • Agents across organizations: PreviewPublic A2A agents⁠Source 8

How to read the strips

  1. 01Build agents
  2. 02Host and run agents
  3. 03Identity and access
  4. 04Registry and governance
  5. 05Traffic between agents, tools, and models
  6. 06Agents across organizations
  • Offered
  • Preview
  • You build it
  • Not included
  • Not publicly documented

Platforms to build and run agents

5 alternatives

The group CrewAI AMP sits in, so listed first.

  • Amazon Bedrock AgentCore

    AWS platform for building, deploying, and operating AI agents

    Where it sits⁠Source 9, Source 10, Source 11, Source 12, Source 13

    1. Build agents: Offered, Harness managed agent loop
    2. Host and run agents: Offered, AgentCore Runtime
    3. Identity and access: Offered, AgentCore Identity workload identities
    4. Registry and governance: Offered, AWS Agent Registry with approvals
    5. Traffic between agents, tools, and models: Offered, AgentCore Gateway
    6. Agents across organizations: Offered, Registry shared through AWS RAM

    AWS’s platform to build, deploy, and operate agents, as a managed service in AWS Regions.⁠Source 9, Source 14 AgentCore Runtime works with CrewAI, LangGraph, and custom frameworks; AMP deploys crews and flows built with CrewAI.⁠Source 9, Source 15

    Amazon Bedrock AgentCore vs CrewAI AMP

  • Gemini Enterprise Agent Platform

    Google Cloud platform to build, deploy, govern, and optimize AI agents

    Where it sits⁠Source 16, Source 17, Source 18, Source 19

    1. Build agents: Offered, Agent Studio low-code canvas
    2. Host and run agents: Offered, Agent Runtime
    3. Identity and access: Offered, SPIFFE-based Agent Identity
    4. Registry and governance: Offered, Agent Registry
    5. Traffic between agents, tools, and models: Offered, Agent Gateway
    6. Agents across organizations: Offered, Gateway calls to outside agents

    Google Cloud’s platform to build, deploy, govern, and optimize agents made with the Agent Development Kit, any other open-source framework, or Agent Studio’s low-code canvas.⁠Source 16, Source 20, Source 21 AMP deploys CrewAI crews and flows.⁠Source 15

    CrewAI AMP vs Gemini Enterprise Agent Platform

  • IBM watsonx Orchestrate

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

    Where it sits⁠Source 22, Source 23, Source 24, Source 25, Source 26

    1. Build agents: Offered, Visual builder and ADK
    2. Host and run agents: Offered, Agents run on watsonx Orchestrate
    3. Identity and access: Preview, Agent identity
    4. Registry and governance: Offered, Agentic Control Plane
    5. Traffic between agents, tools, and models: Offered, A2A calls to agent endpoints
    6. Agents across organizations: Offered, Partner A2A agents in catalog

    IBM calls it an agent management platform; agents are built in it or integrated from other platforms and third-party frameworks.⁠Source 27, Source 28 Essentials starts at $530 USD a month, and IBM offers a 30-day free trial.⁠Source 29

    CrewAI AMP vs IBM watsonx Orchestrate

  • LangSmith

    Platform for observing, evaluating, and deploying agents

    Where it sits⁠Source 30, Source 31, Source 32, Source 33, Source 34

    1. Build agents: Offered, Fleet agent builder
    2. Host and run agents: Offered, LangSmith Deployment runtime
    3. Identity and access: Offered, Fleet per-agent permissions
    4. Registry and governance: Offered, Centralized registry in Deployment
    5. Traffic between agents, tools, and models: Offered, Fleet forwards MCP tool calls
    6. Agents across organizations: Not publicly documented

    LangChain calls it a framework-agnostic platform for observing, evaluating, and deploying agents.⁠Source 35 LangSmith Deployment runs agents from other frameworks, the CrewAI framework included, and agents hosted elsewhere can send traces to LangSmith.⁠Source 36, Source 37

    CrewAI AMP vs LangSmith

  • n8n

    Platform for AI agents and workflows you can see and control, built visually or with code

    Where it sits⁠Source 38, Source 39, Source 40, Source 41

    1. Build agents: Offered, LangChain-based AI Agent node
    2. Host and run agents: Offered, Your infrastructure or n8n’s
    3. Identity and access: Not publicly documented
    4. Registry and governance: Preview, Agents stored in projects
    5. Traffic between agents, tools, and models: Offered, MCP client for external tools
    6. Agents across organizations: Not publicly documented

    n8n says you build AI agents and workflows in it, visually or with code.⁠Source 39 Without a license key, self-hosted n8n runs as the free Community edition.⁠Source 42, Source 43 AMP’s Enterprise plan can run in your own VPC.⁠Source 2

    CrewAI AMP vs n8n

Agent control planes

5 alternatives

  • Blocks.ai

    Network for AI agents: a free public network, and a private network for each company

    Where it sits⁠Source 44, Source 45, Source 46, Source 47, Source 48

    1. Build agents: Not included, Use LangChain or CrewAI
    2. Host and run agents: Not included, You run your agent
    3. Identity and access: Offered, Machine identity per agent
    4. Registry and governance: Offered, Private registry and Admin Console
    5. Traffic between agents, tools, and models: Offered, Private network for every agent
    6. Agents across organizations: Offered, Partners share only chosen agents

    Blocks.ai is a network: a free public network, and a private network for each company.⁠Source 47, Source 49 On the Pro tier, partner companies can join a company’s private network as their own organizations.⁠Source 49, Source 50

    Blocks.ai vs CrewAI AMP

  • Microsoft Agent 365

    Microsoft 365 control plane to discover, manage, govern, and secure AI agents

    Where it sits⁠Source 51, Source 52, Source 53, Source 54, Source 55

    1. Build agents: Not included, Use your chosen framework
    2. Host and run agents: Not included, You host your agent
    3. Identity and access: Offered, Entra Agent ID
    4. Registry and governance: Offered, Agent registry in admin center
    5. Traffic between agents, tools, and models: Preview, Tooling Gateway for MCP servers
    6. Agents across organizations: Not publicly documented

    A Microsoft 365 control plane for agents built and run elsewhere; its registry lists Microsoft and non-Microsoft agents, and agent identities live in Microsoft Entra Agent ID.⁠Source 51, Source 52, Source 53, Source 56, Source 57

    CrewAI AMP vs Microsoft Agent 365

  • MuleSoft Agent Fabric

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

    Where it sits⁠Source 58

    1. Build agents: Offered, Agent brokers in Agent Script
    2. Host and run agents: Offered, Agent brokers on CloudHub 2.0
    3. Identity and access: Offered, Omni Gateway authentication and authorization
    4. Registry and governance: Offered, Agent Registry in Anypoint Exchange
    5. Traffic between agents, tools, and models: Offered, Omni Gateway in request path
    6. Agents across organizations: Not publicly documented

    A control plane for agents, MCP servers, and APIs: scanners register agents on supported platforms, and Omni Gateway can enforce policy for managed agents.⁠Source 58, Source 59 MuleSoft says Salesforce’s separate Agentforce is for building agents within Salesforce.⁠Source 60

    CrewAI AMP vs MuleSoft Agent Fabric

  • ServiceNow AI Control Tower

    What ServiceNow calls a central hub to discover, secure, govern, observe, and measure AI

    Where it sits⁠Source 61, Source 62, Source 63

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Offered, Scoped OAuth tokens (community docs)
    4. Registry and governance: Offered, AI inventory tied to CMDB
    5. Traffic between agents, tools, and models: Offered, AI Gateway (community docs)
    6. Agents across organizations: Not publicly documented

    ServiceNow describes it as a central hub to discover, secure, govern, observe, and measure AI.⁠Source 62 Fully managing external AI assets needs a separate license.⁠Source 64 ServiceNow’s separate AI Agent Studio builds agents.⁠Source 65

    CrewAI AMP vs ServiceNow AI Control Tower

  • Workday Agent System of Record

    Workday system of record to find, add, register, configure, monitor, and manage AI agents

    Where it sits⁠Source 66, Source 67, Source 68

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Offered, Agent System User per agent
    4. Registry and governance: Offered, Agent Registry in Management Hub
    5. Traffic between agents, tools, and models: Offered, Agent Gateway for Workday APIs
    6. Agents across organizations: Not publicly documented

    A functional area in each Workday tenant to register and manage Workday-built, partner-built, and self-built agents, each with a unique Workday identity; external agents are registered through an API.⁠Source 66, Source 67, Source 69, Source 70

    CrewAI AMP vs Workday Agent System of Record

Gateways, identity, and security

4 alternatives

  • Cloudflare MCP server portals

    Cloudflare One feature that puts MCP servers behind one governed endpoint

    Where it sits⁠Source 71

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Offered, Identity provider or service token
    4. Registry and governance: Offered, Centrally managed MCP servers
    5. Traffic between agents, tools, and models: Offered, Proxy for MCP tool calls
    6. Agents across organizations: Not publicly documented

    A portal that puts several MCP servers behind one HTTP endpoint; admins can choose which tools each portal exposes, and Cloudflare Access logs requests made with them.⁠Source 71

    Cloudflare MCP server portals vs CrewAI AMP

  • Kong AI Gateway

    Gateway that governs LLM, MCP, and agent-to-agent traffic

    Where it sits⁠Source 72, Source 73, Source 74

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Offered, Per-agent allow or deny lists
    4. Registry and governance: Preview, Konnect Catalog agents
    5. Traffic between agents, tools, and models: Offered, Gateway for LLM, MCP, A2A
    6. Agents across organizations: Not publicly documented

    A gateway for LLM, MCP, and agent-to-agent traffic that proxies calls to each agent’s own URL; it can authenticate callers and apply per-agent allow or deny lists.⁠Source 72, Source 75 AMP can deploy crews to managed infrastructure.⁠Source 1

    CrewAI AMP vs Kong AI Gateway

  • Okta for AI Agents

    Okta offering that gives AI agents a first-class identity so organizations can discover, onboard, protect, and govern them

    Where it sits⁠Source 76, Source 77, Source 78

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Offered, Agent identity and credentials
    4. Registry and governance: Offered, Universal Directory with human owners
    5. Traffic between agents, tools, and models: Preview, Agent Gateway for MCP tools
    6. Agents across organizations: Not publicly documented

    Okta says it gives AI agents a first-class identity and manages agents from any vendor.⁠Source 79, Source 80 Admins register agents built in-house or on other platforms and define what each can access.⁠Source 81, Source 82

    CrewAI AMP vs Okta for AI Agents

  • Zenity AI Agent Security & Governance Platform

    Security and governance platform for AI agents, aimed at security teams

    Where it sits⁠Source 83, Source 84

    1. Build agents: Not publicly documented
    2. Host and run agents: Not publicly documented
    3. Identity and access: Not publicly documented
    4. Registry and governance: Offered, AI Observability agent inventory
    5. Traffic between agents, tools, and models: Offered, Tool-call blocking for coding agents
    6. Agents across organizations: Not publicly documented

    A security and governance platform for AI agents that Zenity aims at security teams.⁠Source 85, Source 86 It says it catalogs agents inside Agentforce and can block actions on Copilot Studio, Microsoft Foundry, and coding agents.⁠Source 83, Source 87

    CrewAI AMP vs Zenity

Build it yourself

1 alternative

Not a product: your own team assembles the pieces.

  • Build it yourself (DIY)

    Building agent connections and controls in-house from open protocols, existing infrastructure, and open-source tools

    Where it sits⁠Source 88, Source 89, Source 90, Source 91, Source 92, Source 93

    1. Build agents: You build it, Open-source frameworks like ADK
    2. Host and run agents: You build it, Self-hosted, like LangGraph
    3. Identity and access: You build it, Your own identity provider
    4. Registry and governance: You build it, Your own agent registry
    5. Traffic between agents, tools, and models: You build it, Your gateway and service mesh
    6. Agents across organizations: You build it, A2A with API management

    You pick open-source frameworks such as LangGraph or Google’s ADK, run agents where you decide, and deploy and maintain any registry service yourself; A2A leaves authorization logic to the implementer.⁠Source 88, Source 89, Source 91, Source 94

    CrewAI AMP vs DIY

Questions buyers ask

Does CrewAI AMP keep a registry of every agent?

Agent Repositories, on both plans, let users store, share, and reuse agent definitions across teams and projects.⁠Source 2, Source 6 Automations is the operations hub for deployed crews.⁠Source 95 A registry that lists agents built outside CrewAI is not publicly documented.

How is CrewAI AMP priced?

The free Basic plan includes 2 automations and 50 executions a month; the Enterprise plan is custom-priced.⁠Source 2 Human-in-the-loop input is on both plans.⁠Source 2 CrewAI’s plan table lists SSO, role-based access control, and a dedicated VPC on the Enterprise plan.⁠Source 2

Can CrewAI AMP manage agents built elsewhere?

AMP deploys CrewAI Crews and Flows as automations.⁠Source 15 CrewAI agents can delegate tasks to remote A2A agents, and AMP can connect to external MCP servers.⁠Source 7, Source 96 CrewAI’s framework docs describe adapters for running agents from other frameworks inside a crew; AMP’s docs don’t describe deploying them.⁠Source 97

How we compare

Read the full method

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

We re-check every fact at least every 90 days. This page was last checked .

Something wrong or out of date? Tell us and we’ll correct it.

Sources

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

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  2. Source 2: Pricing | CrewAI CrewAI · checked Back:abcdef

  3. Source 3: Trust Center - CrewAI CrewAI · checked Back to text

  4. Source 4: Crew Studio CrewAI · checked Back to text

  5. Source 5: Role-Based Access Control (RBAC) CrewAI · checked Back to text

  6. Source 6: Agent Repositories CrewAI · checked Back:ab

  7. Source 7: Custom MCP Servers CrewAI · checked Back:ab

  8. Source 8: A2A on AMP CrewAI · checked Back to text

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  10. Source 10: Provide identity and credential management for agent applications with Amazon Bedrock AgentCore Identity AWS · checked Back to text

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