Software Savants

MCP SERVER DEVELOPMENT

Turn Your API Into an MCP Server

Send us your API docs. We build a production-ready MCP server so your users can interact with your product from Claude, Cursor, and any AI agent.

Claude Desktop
You

What's the Pro plan?

lookupProduct{ name: "Pro" }
{ name: "Pro", price: "$49/mo", features: ["API access", "Priority support", ...] }
AI

The Pro plan is $49/mo with API access, priority support, and custom integrations.

You

Is checkout healthy?

checkStatus{ service: "checkout" }
{ status: "operational", uptime: "99.98%", latency: "42ms" }
AI

Checkout is fully operational — 99.98% uptime, 42ms latency, no incidents in 30 days.

You

Look up order #4821

getCustomerContext{ query: "#4821" }
{ customer: "Alex Chen", status: "shipped", total: "$147.00", eta: "Mar 24" }
AI

Order #4821 for Alex Chen — shipped, $147.00, arriving March 24th.

Who This Is For

If you have an API and want it accessible through AI agents, we build the bridge.

SaaS Products

You have a public API and want your users to access your product through AI agents. Like Stripe, Asana, and Intercom already do.

Internal Tools & APIs

Your team uses Claude Code or Cursor daily but can't reach your internal systems. We bridge that gap.

Companies Building AI Agents

Your agent needs to do real things — query data, update records, trigger workflows. MCP is the tool layer.

Why Build an MCP Server for Your Product

An MCP server turns your software into something AI agents can use natively — opening new channels for adoption, retention, and differentiation.

For Your Users

Customers can query your product, pull data, and trigger actions from their AI agent — no UI switching required.

For Developer Adoption

Developers using Claude Code or Cursor integrate your product into their workflow natively — increasing stickiness and reducing churn.

For Your Product

An MCP server makes your software AI-native, putting you ahead of competitors who haven't made that move yet.

See MCP in Action

Chat with an AI agent connected to a demo MCP server. Ask about products, check service status, or look up customer data — and watch the tools get called in real time.

MCP Agent

Hey! I'm connected to a demo MCP server with tools for product lookup, status checks, and customer context. Try asking me something — like "What's the Pro plan?" or "Is checkout healthy?"

Want this for your product?

Built Lean. Not Bloated.

Most MCP servers dump every API endpoint into the agent's context — wasting tokens, confusing the model, and slowing everything down. We do the opposite.

01

Minimal tool surface

We expose only the tools your users actually need — not your entire API. Fewer tools means the agent picks the right one every time, without burning context on irrelevant options.

02

Structured, scoped responses

Every tool returns exactly what the agent needs — no raw API dumps, no nested JSON blobs. Clean responses that keep the context window lean and the model focused.

03

Context-aware design

We design tool descriptions and parameter schemas for how LLMs actually read them — concise, unambiguous, and optimized for token efficiency. The result: faster responses, lower costs, better accuracy.

What You Get

Not a prototype. A production MCP server your users connect to from day one.

  • Your users add one config line and start talking to your product
  • Agents pick the right tool every time — no context window bloat
  • Auth and permissions handled — your data stays secure
  • We maintain it as your product evolves — you don't touch MCP code

Server

Production MCP server code

Tools

Lean tool definitions + schemas

Auth

Authentication + permissions

Docs

User-facing connection guide

Tests

Integration + edge case suite

Deploy

Hosting + CI/CD config

Scope & Timeline

From first call to your users connecting — scoped to what you need.

~1 week

Simple

Single MCP server · 3–5 tools

Standard auth, lean tool definitions, documentation. Your users connect from day one.

~2 weeks

Standard

Multi-resource MCP · custom auth

Error handling, structured responses, complete docs, and integration testing.

2–4 weeks

Advanced

Full MCP infrastructure · multiple servers

SLA, compliance, multiple server coordination, monitoring, and dedicated support.

Ready to scope your project?Book a free consultation

How We Deliver

From first call to your users connecting — here is how we deliver.

01

Discovery Call

We learn your product, API, and what your users need to do through AI agents.

02

Architecture Design

We map out tools, resources, auth model, and the MCP server structure.

03

Build & Test

We develop, document, and QA the MCP server against real usage scenarios.

04

Deploy & Support

We ship, help your users connect, and provide ongoing maintenance.

Trusted by teams building with AI

Zofa logo
Yata Medical logo
YourSTS logo
Pure Rose logo
Impex Autosales logo
Actually Healthy logo

Want your AI agent to reach users on Slack, Teams, and WhatsApp? Pair it with multi-platform deployment.

Frequently Asked Questions

Turn Your API Into an MCP Server

Tell us about your product and we'll scope a production-ready MCP server for your users.

Book a call