MCP Consulting
Agentic Giants designs, builds, and hardens Model Context Protocol servers — the standard interface through which AI agents access enterprise systems with per-tool permissions and full audit trails. Headquartered in Aubrey, Texas.
What is MCP consulting?
The Answer
MCP consulting covers the design, security, and deployment of Model Context Protocol servers — the standard interface through which AI agents access your systems with per-tool permissions and full audit logs. You need it when agents must read or act on production data and 'wire the model to raw APIs' would fail your security review. The outcome is agent access your security team signs off on.
What we build
- · Custom MCP servers against your internal systems
- · Permissioning and data boundaries per tool
- · Prompt-injection defense on agent-facing surfaces
- · Audit logging and monitoring on every call
- · MCP security reviews of servers your team has already built
Production track record
10 production MCP servers shipped for Optevo
90 days from kickoff to production, replacing fragmented API integrations and eliminating credential sprawl across the Optevo agent stack.
Read the Optevo case study →Frequently asked
MCP vs function calling — do we need both?
MCP is the standard protocol; function calling is the LLM-side mechanism. In practice: function calling is how the model asks for a tool; MCP is how the tool exposes itself, with per-tool permissions and audit-log guarantees the model side can't provide. Enterprises use both — the model calls functions, the functions reach systems through MCP servers.
How do you secure an MCP server?
Least-privilege per tool (each capability holds only the permissions it needs), prompt-injection defenses on any user-facing surface, data boundaries so tools can't reach across scope, and immutable audit logging on every call. Our MCP security service covers reviews of servers your team has already built.
How long does a first MCP server take?
A production MCP server against one internal system — permissioning, audit logging, deployed in your VPC — typically ships in three to six weeks. We shipped 10 for Optevo in 90 days, so the cadence is real: it depends on how clean the target system's API and auth story already are.
Related reading
Request a scoped pilot
30 minutes with a senior architect. If MCP is the right pattern for you, we’ll scope a first server together and price it in writing.
Book the call →