Sprint · Agentic AI

MCP Integration SprintConnect agents to your real enterprise stack.

Stand up Model Context Protocol servers and clients to bridge your AI agents to the tools, data, and APIs your business actually runs on — secure, standardized, production-ready.

Tell us your pain — proposal in 5 days All sprints

2–3 weeksAgentic AI

Who it's for

Is this sprint for you?

Teams with agents that need real tool access
Companies investing in long-term AI infrastructure
Engineering orgs adopting MCP across IDE + production
Anyone tired of bespoke per-agent integrations

Deliverables

What you walk away with.

1–3 production MCP servers (Python or .NET)
Client integration into your agents and IDEs
Auth via Entra ID / managed identity
Read/write scoping with audit logging
Reusable MCP server template for your team
Operational runbook + security review

Timeline

Week-by-week — 2–3 weeks.

01
Week 1 — Design
Inventory the systems to expose, design the MCP tool surface, security and auth model, deployment shape.
02
Week 2 — Build
Implement MCP servers, integrate auth (Entra ID), package as containers, deploy, and integrate with one consumer.
03
Week 3 — Harden & extend
Security review, audit logging, operational runbook, multi-consumer integration. Optional based on scope.

Stack

What we use.

The Microsoft AI ecosystem we lean on for this sprint.

Primary stackModel Context ProtocolFastMCP (Python).NET MCP SDKEntra IDAzure Container AppsGitHub Container Registry

Scope

What's not included.

We're explicit about scope so you can decide whether you need to scale up — or stop here.

Building the agent that consumes MCP (separate sprint)
Custom IDE plugin development

FAQ

Common questions.

Why MCP and not custom tool calling?: MCP is the emerging standard. Same server works in Claude Code, GitHub Copilot, your production agents, and tomorrow's tools. You write the integration once and stop maintaining N variants.
What about security?: We default to managed identity, scoped tool surfaces, audit logging on every call, and signed/SBOM-attested container images. Security is the engagement, not an add-on.