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Rivac Labs
Specialized & Cross-Industry Services

MCP Builder

An AI agent is only as useful as the systems it can actually reach — without a connection to your internal tools, databases, and workflows, it's stuck reasoning over whatever gets pasted into a chat window. This service builds custom Model Context Protocol (MCP) servers that give agents structured, secure access to your specific systems: internal APIs, databases, ticketing tools, proprietary data sources. It's for teams that have picked an AI coding or agent platform and are now hitting its limits because their actual tools aren't connected. You get a working MCP server, purpose-built for your systems, that turns a general-purpose agent into one that can actually see and act on your data.

How We’d Approach This

A clear, staged plan — not a black box

  1. 1

    Diagnose which internal systems and tools the agent needs access to and what data or actions matter most.

  2. 2

    Build and pilot an MCP server connecting one high-value system, tested against real agent tasks.

  3. 3

    Review agent performance with the new connection against the baseline, and identify what to add next.

  4. 4

    Build out the full MCP server with proper auth, error handling, and documentation for your engineering team.

What You Get

Deliverables from this engagement

  • A custom MCP server connecting your agent to specified internal systems
  • Authentication and permission scoping for secure agent access
  • Documentation for extending the server to additional tools
  • Source code delivered to your team, not locked to a vendor

Six Ways We Could Architect This

Different engagement, different build — pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.

Talk to us about MCP Builder

Most engagements like this start as a $500–$2,500 pilot — see full pricing.

Questions? Book a free call