Agentic UI (AG-UI) & MCP Applications
The next generation of enterprise software is not just software — it is software that agents can see, act within, and collaborate on alongside human users. We build AG-UI interfaces and Model Context Protocol (MCP) applications that make your digital surfaces agent-ready — enabling AI to take actions, retrieve context, and work alongside people in the same environment.
View Case Studies
CHALLENGES
Key Challenges  We Solve
Digital Platforms That AI Cannot Use
Most enterprise applications were built for human users only — AI agents cannot interact with them, retrieve context from them, or take actions within them. Every AI integration requires custom API development.
Agents Operating Outside the User's View
AI agents that work asynchronously in the background lose user trust — people cannot see what agents are doing, cannot intervene, and cannot collaborate with them in real time.
High Integration Cost for Every AI Use Case
Without a standardized way for AI models to connect to enterprise systems and tools, every new AI use case requires bespoke integration development — making AI adoption slow and expensive.
OUR SOLUTIONS
What We Deliver
Agent-ready digital surfaces and MCP-native application architectures — where humans and AI collaborate in the same environment.
AG-UI Interface Development
Dynamic, agent-aware user interfaces built to the AG-UI specification — surfaces that agents can perceive, interact with, and populate alongside human users in real time.
MCP Server & Client Implementation
Model Context Protocol implementation — exposing enterprise tools, data sources, and APIs as structured MCP resources that any AI model can access securely and consistently.
Human-Agent Co-Interaction Design
UX patterns designed for human-agent collaboration — shared workspaces where agents surface suggestions, complete tasks, and hand off to humans at the right moments.
Agentic Application Architecture
: Application backends architected for agent consumption — API-first, event-driven, with MCP endpoints that make every capability available to the AI agent ecosystem.
Need for Services
Why This Stands Out
Our Agentic UI (AG-UI) & MCP Applications practice combines deep technical expertise with business-led delivery — built to deliver measurable outcomes from day one.
Highest-Differentiation AI Capability
Icon
Icon

AG-UI and MCP application capability is rare in the enterprise AI market — most AI delivery teams cannot build it. This is a genuine technical differentiator that opens automation use cases competitors cannot reach.

Automation Beyond the API Boundary
Icon
Icon

MCP protocols extend agent automation to any web-based application — ERP modules, legacy portals, approval systems, procurement platforms — without the cost and time of custom API development for each system.

Safe Agent Action Design
Icon
Icon

Every AG-UI implementation includes defined action boundaries, approval gates for high-risk actions, and full audit trails — agentic automation that is powerful and controlled, not unconstrained.

Integration with Multi-Agent Orchestration
Icon
Icon

AG-UI and MCP implementations designed to integrate with Delphi's Multi-Agent Orchestration service — browser-capable agents as specialist workers in larger agent team architectures.

First-Mover Advantage for Clients
Icon
Icon

Organizations that deploy AG-UI and MCP automation now build a capability that competitors will take years to match — we help clients establish an agentic automation advantage before the market catches up.