We build production-grade MCP servers and AI copilots into the software you already ship - with per-tool authorization, scoped access, and full audit trails. The hard part most teams ship insecurely, done right.
See how we build - open-source proof on GitHubFrameworks now auto-expose your endpoints as an MCP server in minutes. What they don't give you is the layer that makes it safe to ship: multi-tenant isolation, per-tool scopes, OAuth, human-approval gates for destructive actions, and an audit trail you can hand to a security review. That layer is where teams stall - and where exposure happens.
Three productized engagements. Each one ships the secure, governed layer - not a prototype you have to harden later. Outcome and timeline are agreed up front; pricing is scoped to your build.
A production MCP server for your product — per-tool scopes, OAuth/PKCE-ready auth, a structured audit trail, and 3–5 real tools your users can drive from Claude, Cursor, or ChatGPT.
A working AI copilot embedded into one real workflow in your product — shipped with an eval suite so it doesn't silently regress as models change.
Automate one painful, manual workflow end-to-end — the fast-ROI entry point for teams that drown in repetitive operations.
One you can watch end to end, one you can read line by line. These are reference implementations of the secure layer most teams get wrong - judge the quality before you ever book a call.
An enterprise CRM with an embedded MCP server that does the part most teams skip — correctly.
An open, self-hosted browser-control layer: a Manifest V3 extension that drives a real, logged-in browser over the Chrome DevTools Protocol — from any model, or none.
// Every tab-targeting tool runs this guard first. The boundary is
// structural: the agent can only ever act inside the dedicated
// automation tab group — never your real, logged-in tabs.
async execute(args: Record<string, unknown>, ctx: ToolContext): Promise<ToolResult> {
const tabId = Number(args.tabId)
if (!Number.isInteger(tabId)) return text("tabId is required and must be a number.")
if (!(await ctx.tabGroup.isInGroup(tabId))) {
return text(`Tab ${tabId} is not in the MCP group.`) // refuses, doesn't trust
}
return this.run(tabId, args, ctx)
}Productized and fixed-scope, so the risk to you is small and the timeline is real.
We start with a specific teardown of where your product is leaking agent-driven usage — and where the security gaps are. Concrete, not a sales call.
A fixed-scope, fixed-price one-pager. You know exactly what ships and when, before any code is written.
Production-grade from the first commit — scopes, auth, audit, and evals — not a prototype you have to harden later.
Copilots regress as models and your product change. We keep the eval suite green and add tools as you ship new features.
Every engagement includes the parts teams usually skip. These aren't add-ons - they're the reason the work is safe to put in front of real, multi-tenant users.
Short, direct answers - the same way we'd explain it on a call.
A 15-minute call to see if it's a fit. No pitch - we'll walk through where your product can be driven by agents and how to ship it safely.