/services

AI & MCP Server Integration

Build an MCP server for your product. Structured AI outputs, agent tools, and MCP connectors that put your app inside ChatGPT, Claude, and Cursor.

What you get

Your product becomes reachable from inside ChatGPT, Claude, Cursor, and the next AI tool nobody has launched yet. One MCP server, every major AI assistant, no per-model rebuilds.

Who this is for

Founders whose users already live inside an AI tool. If your customer asks Claude or ChatGPT before they open your dashboard, you’re losing reachability every week you wait.

What I deliver

  • MCP server in Python (FastMCP), Go SDK, or Node.js (TypeScript SDK), your choice of transport (stdio, streamable-http)
  • Tool design that exposes your product safely — right scope, right auth, right error envelope
  • Auth flow for OAuth, API key, or session token, depending on your stack
  • Hosting + ops handoff so your team can run it without me

Stack I use

  • MCP: FastMCP (Python), MCP Go SDK, MCP TypeScript SDK (@modelcontextprotocol/sdk) for Node.js
  • Transport: stdio for local, streamable-http for remote
  • Hosting: Railway, your VPC
  • Auth: OAuth 2.1, API keys, session tokens

Timeline

  • MVP server: 1-2 weeks
  • Production-ready with auth + ops: 3-4 weeks

Get in touch

Email me at [email protected] with your product and which AI tool your users live in.