What is the A2A (Agent2Agent) protocol?

A2A is the open protocol that lets agents built on different frameworks call each other. Agents publish an Agent Card describing their skills, and other agents read that card to decide whether and how to invoke them.

How do I make my existing agent A2A compliant?

Run super a2a adapt --entrypoint : --framework . SuperOptiX reads your agent's structure, derives its skills, and writes an A2A Agent Card plus a conformant server. Your agent code is not modified.

Which agent frameworks does SuperOptiX support for A2A?

Eight: DSPy, CrewAI, the OpenAI Agents SDK, Pydantic AI, Google ADK, the Claude Agent SDK, DeepAgents and the Microsoft Agent Framework. Adaptation works on agents written directly against those libraries, whether or not SuperOptiX built them.

How conformant is the SuperOptiX A2A implementation?

It records zero failures against the official A2A Technology Compatibility Kit. Every requirement the TCK exercises against the conformance harness passes: 73 of 73 at MUST, 7 of 7 at SHOULD, 4 of 4 at MAY. The TCK also prints a headline percentage of 77.7% at MUST, which counts 25 requirements it cannot exercise here, covering authentication, TLS, Agent Card signing and gRPC.

How do I make my agent more discoverable to other agents?

Optimize the Agent Card text. SuperOptiX scores discovery rate, invocation rate and confusion rate over a query set, then uses GEPA to rewrite skill names, descriptions and tags against that score. Agent behaviour is unchanged.

Is SuperOptiX free and open source?

Yes, under the MIT License. The A2A implementation, the adapt command, the conformance suite, the routing optimizer, the SuperSpec compiler and all eight framework integrations are in the open source package. Install with uv tool install superoptix.

Is there a live A2A agent I can call?

Yes. A SuperOptiX agent runs at https://a2a.superoptix.ai on Google Cloud Run, with its Agent Card published at https://superoptix.ai/.well-known/agent-card.json.

Who builds SuperOptiX?

Superagentic AI, which builds agentic AI infrastructure and offers support and custom engineering engagements.

7 Frameworks, 1 Platform

Multi-Framework Agent Development

Pydantic validation

LogFire integration

Best for:

Type-Safe Apps, MCP Tools, Production Systems

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Framework Comparison

All frameworks are supported with GEPA optimization and SuperSpec DSL compatibility.

Feature	DSPy	OpenAI	CrewAI	Google ADK	Microsoft	DeepAgents
GEPA Optimization
Multi-Agent Support		⚠️
Local Models (Ollama)		❌		⚠️	⚠️
MCP Protocol	⚠️	⚠️	⚠️	⚠️	⚠️	⚠️
Structured Output
BDD Testing

= Full Support⚠️ = Partial/Experimental❌ = Not Supported

Universal Optimizer

One Optimizer for All Frameworks

GEPA (Genetic-Pareto) is the world's first universal agent optimizer. It works seamlessly across all 7 supported frameworks with proven significant improvements.

# Same command works for ANY framework

$ super agent optimize my_agent --auto medium

✓ GEPA optimizing across all frameworks...

✓ Significant improvement achieved!

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Get started in minutes. One CLI, one workflow, seven frameworks.