title: The Agent2Agent Registry

description: Planned enterprise AI agent discovery platform - Documentation for Docker Hub for A2A Agents concept

category: AI Infrastructure Planning

keywords:
AI agents
agent registry
LangChain
CrewAI
ADK
enterprise AI
agent discovery
semantic search

status: Planning phase


platform: A2A Registry

purpose: Planned centralized platform for publishing, discovering, and managing AI agents across frameworks

value_proposition: Would solve agent sprawl in enterprises by providing unified discovery and integration

target_users:
AI Engineers
DevOps Engineers
ML Engineers
Enterprise Developers

current_status: Documentation and planning phase


planned_frameworks:
LangChain
CrewAI
ADK
Hugging Face
OpenAI
Amazon Bedrock
Google Vertex AI
Microsoft Azure OpenAI

planned_deployment:
Cloud SaaS
On-premises
Hybrid
Private Cloud

planned_security:
OAuth 2.0
RBAC
Enterprise compliance

note: Features are planned for future implementation


planned_installation: pip install a2a-reg-sdk

planned_cli: a2a-reg publish ./agent-config.json


planned_use_cases:
Enterprise agent marketplaces
Vendor agent distribution
Multi-agent orchestration
Agent lifecycle management
Cross-cloud integration

expected_benefits:
Reduced agent sprawl
Standardized discovery
Enhanced security
Improved collaboration
Faster development


frontend: React 18 + TypeScript

deployment: Web hosting

backend: FastAPI or similar

database: PostgreSQL

search: Elasticsearch

cache: Redis

deployment: Docker + Kubernetes

status: Current site is documentation only


required_fields: name version description framework

optional_fields: capabilities dependencies resources tags

format: JSON/YAML A2A Card

planned_versioning: Semantic versioning with rollback support


planned_search:
Semantic search
Framework filtering
Capability matching
Tag-based discovery
Full-text search

planned_ai: Elasticsearch with ML embeddings for intelligent agent discovery


planned_sdk:
Python SDK
CLI tools
REST API
Agent publishing
Discovery methods
Lifecycle management

target_experience: Comprehensive tooling for all skill levels


planned_enterprise:
Multi-tenancy
SSO integration
Advanced security
Professional support
Custom deployment

future_compliance: Enterprise security standards when applicable


planned_integration:
REST API
Python SDK
CLI automation
Webhooks
Container deployment

planned_federation: Cross-registry agent sharing and collaboration


future_pricing:
Community (Free)
Professional (Per-agent)
Enterprise (Unlimited)
On-premises (License)

note: Pricing is conceptual


current_resources:
Documentation site
Platform concept
Feature specifications

current_support: Community Discord for planning discussions


planned_advantages:
Framework agnostic
Enterprise ready
Semantic search
Federation support
Comprehensive SDK

concept_position: Planned enterprise AI agent registry platform


purpose: Documentation and planning

content: Platform specifications and concept

technology: React/TypeScript landing page

development_phase: Pre-implementation planning