Enterprise Registry Unifies MCP & A2A Agents at Scale
Build private MCP and A2A registries enriched with enterprise metadata to enable discovery, governance, lineage, and standardized deployment across global teams building AI agents.
Tackle Decentralized AI Chaos with Unified Registries
Global teams across 26 countries, 20,000+ employees, and 10,000 stores at Amplifon faced reinvented security, fragmented infrastructure, and untraceable AI agents. Their Amplify program (launched Jan 2025) counters this via an AI gateway and three interconnected registries: MCP (tools/functions for LLMs), A2A (agent-to-agent), and Use Case. The gateway provides unified model access, Intra ID authentication, per-use-case budgeting (monthly/weekly), and centralized auditing/monitoring. MCP registry extends the open-source spec with internal/custom servers plus certified public ones, adding metadata like ownership (team/project), environments (dev/test/prod), auth models, cost attribution (tied to gateway budgets), and use case linkages. This enables impact analysis: trace server usage, audit trails, and lineage across assets. A2A registry uses agent cards (identity, endpoint, capabilities, modalities, auth) auto-published via CI/CD on deployment, making agents self-discovering and interoperable. Use Case registry maps agents/tools/models to business contexts, tracking status, versions, lifecycle history, serving systems, and inter-use-case impacts for regulatory compliance and maintenance (e.g., LLM disruptions).
Standardize Development with Production-Ready Blueprints
Provide GitHub template repos for MCP and A2A servers using FastAPI for consistent exposure, Dockerfiles, package management, built-in auth, and cost tracking. Integrate Langfuse for observability (tracing, evals, performance). A2A blueprint is framework-agnostic (LangChain, AutoGen, etc.) via ports/interfaces, letting teams focus on business logic while ensuring uniform interfaces. Wizards generate server.json (MCP) or agent cards (A2A) from forms, with JSON previews. Inspectors validate MCP servers or A2A compatibility in new tabs. Link repos to DevOps: tag a branch, GitHub Actions build/push Docker images to artifact repo and auto-publish metadata to registry backend.
Enable Runtime Discovery and Secure Routing
Agents discover MCP/A2A services dynamically: route via AI gateway proxies (MCP/A2A proxies) that query registries for backend URLs, then forward with auth headers. This hides fragmentation—developers point to unified endpoints without knowing internals. Demo dashboard catalogs 6+ entities (use cases, MCPs, A2As), shows lineage graphs (e.g., 'Ticket Optimization' use case links to agents/models), and supports CRUD for use cases/assets.
Deliver Governance, Traceability, and Scalability
Outcome: Full catalog visibility across teams/continents; traceability from use cases to agents/tools/models; standardized blueprints/CI/CD reduce reinvention; prompt maintenance (e.g., model outages trigger targeted fixes via lineage). Production deployment imminent, with ongoing expansions. Contact speakers for blueprints or discussions.