Comparison Guide

AIM vs Keycloak for AI Agents

Compare two open source identity solutions: AIM for AI agents and Keycloak for human users. Both self-hostable, different identity subjects.

AIM

by OpenA2A

Purpose-built for AI agents. Cryptographic identity, capability-based access, and continuous trust scoring. Open source and self-hosted.

Open SourceAgent-NativeSelf-Hosted

Keycloak

by Red Hat / CNCF

Open source identity and access management for human users. SSO, OAuth/OIDC, SAML, user federation, and fine-grained authorization.

Open SourceHuman-CentricSelf-Hosted

Key Distinction: Both Open Source, Different Identity Subjects

Both AIM and Keycloak are open source and self-hostable, but they solve different problems. Keycloak manages human user identity (SSO, OAuth, SAML, user directories). AIM manages AI agent identity (cryptographic proof, behavioral trust, capabilities). They complement each other rather than compete.

Feature Comparison

FeatureAIMKeycloak
Primary FocusAI agent identityHuman user identity
Licensing Apache-2.0 Apache-2.0
Self-Hosted Yes Yes
Cryptographic Agent Identity Ed25519 per agent Not designed for agents
Continuous Trust Scoring 8-factor real-time Not available
Capability-Based Access Code-level enforcementFine-grained RBAC
MCP Server Attestation Native support Not supported
AI Framework Integration LangChain, CrewAI, etc. Not applicable
Single Sign-On (SSO)Not the focus Core feature
OAuth 2.0 / OIDCNot applicable Full support
SAML 2.0Not applicable Full support
User Federation (LDAP/AD)Not applicable LDAP, Kerberos, AD
Social LoginNot applicable Google, GitHub, etc.
Operational Complexity Simple (docker compose)Moderate (Java, DB setup)
Cost Free Free

Same Values, Different Problems

AIM: Agent Identity

AIM asks: "Is this AI agent trustworthy?"

  • Cryptographic proof of agent identity
  • Behavioral trust that evolves over time
  • Capability boundaries enforced in code
  • MCP server attestation

Keycloak: User Identity

Keycloak asks: "Is this person who they claim to be?"

  • Single sign-on across applications
  • OAuth/OIDC and SAML protocols
  • LDAP/Active Directory federation
  • Fine-grained user authorization

When to Choose Each Solution

Choose AIM if you...

  • Are building or deploying AI agents
  • Need to secure autonomous software (not humans)
  • Use LangChain, CrewAI, or Claude Desktop
  • Want cryptographic identity per agent
  • Need continuous behavioral trust evaluation
  • Require MCP server attestation
  • Want minimal operational overhead

Choose Keycloak if you...

  • Need to authenticate human users
  • Want single sign-on across multiple apps
  • Need OAuth/OIDC or SAML support
  • Want to federate with LDAP/Active Directory
  • Need social login (Google, GitHub, etc.)
  • Require fine-grained user authorization
  • Want open source alternative to Auth0/Okta

Time to Secure Your First Agent

5 Minutes

with AIM

pip install → secure() → done

N/A

with Keycloak

Keycloak is for human users, not AI agents

Different Approaches

AIM secures AI agents. Keycloak authenticates human users. Different tools for different jobs.

AIM: Secure AI Agents

from aim_sdk import secure

# Register and secure an AI agent
agent = secure(
  "data-analyst",
  capabilities=[
    "database:read",
    "api:call"
  ]
)

# Agent has cryptographic identity
# Capabilities are enforced
# Trust is continuously scored

Keycloak: Authenticate Humans

// Authenticate a human user
import Keycloak
  from 'keycloak-js';

const keycloak = new Keycloak({
  url: 'https://keycloak.example',
  realm: 'my-realm',
  clientId: 'my-app'
});

// Human logs in via browser
await keycloak.init({
  onLoad: 'login-required'
});

Use Both Together

AIM and Keycloak solve different problems and complement each other perfectly:

  • Keycloak authenticates the human developer or admin
  • AIM manages identity for the AI agents they deploy
  • Keycloak SSO can gate access to the AIM dashboard
  • AIM tracks which Keycloak user registered each agent

Human identity (Keycloak) + Agent identity (AIM) = Complete open source identity stack.

100% Open Source Stack

Both AIM and Keycloak are Apache-2.0 licensed and fully self-hostable. Together, they provide a complete open source identity solution: Keycloak for your human users, AIM for your AI agents. No vendor lock-in, no per-user pricing, complete control over your infrastructure.

Start Securing Your AI Agents Today

AIM provides what Keycloak can't: purpose-built identity for AI agents. Both open source, both self-hosted, perfect together.

Apache-2.0 license • Self-hosted • Works alongside your Keycloak setup