MCP ENGINEERING

Your AI Agents Need to Act on Your Systems. We Make That Safe.

MCP (Model Context Protocol) is how production AI agents connect to the tools and systems they need to do real work. We engineer the servers, the scopes, and the guardrails — so your agents operate inside your infrastructure, not around it. Built with the FDE framework.

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Agents Without Proper System Access Are Just Advisors

An AI agent that can reason but can't act is a very expensive search engine. The bottleneck in most enterprise AI deployments isn't the model — it's safe, reliable connectivity to the systems that matter: CRMs, support platforms, EHRs, policy admin systems, core banking.

Building custom integrations for every system is slow, brittle, and hard to govern. Granting broad API access introduces real security and compliance risk. Most teams end up with agents that operate in a sandbox — impressive in demos, marginal in production.

MCP changes that equation. But only if it's engineered properly.

HOW WE DO IT

Native MCP Servers. Scoped Access. Production Guardrails.

We design, build, and deploy MCP infrastructure that gives your agents the access they need — nothing more, nothing less.

Native MCP server development purpose-built for the systems your agents need to operate

API-to-MCP conversion for existing services without native MCP support

Scope definition and access control agents get precisely the permissions required for their role

Audit logging and observability every agent action traceable, reviewable, reversible

Security guardrails rate limiting, input validation, anomaly detection at the server layer

Multi-system orchestration one agent safely operating across Freshdesk, PostHog, Grafana, and your knowledge base

WHERE IT PAYS OFF

When Agents Need to Operate Real Systems

Insurance

Agents writing to policy admin, pulling claims data, updating policyholder records

Healthcare

Agents accessing EHR/RCM data, updating scheduling, triggering prior-auth

Core banking & fintech

Pulling transaction data, triggering reconciliations, updating records

SaaS platforms

In-product AI that safely reads and writes to your database and integrations

PROOF

In Production: TOSM Support Intelligence Stack

For TOSM, we engineered a connected support intelligence system using MCP as the integration layer. A single agent workflow now operates across:

RAG-grounded knowledge base
Freshdesk (ticket creation/routing)
Grafana (system health)
PostHog (product usage context)

The result: support agents and AI work from the same connected context, with every action logged, scoped, and traceable.

Ready to Give Your Agents Real System Access?

Bring us your systems list and your agent use case. We'll design the MCP architecture, define the access scopes, and deliver a production-ready integration — not a proof of concept that stops at the API call.