MCP and AI integration
MCP servers that let Claude and other agents read and write your CRM, database or internal APIs, with OAuth and an audit trail. And AI features (search, an assistant, an agent workflow) inside your product, on your data, with a test set so you know when it answers wrong.
30 minutes, free. Bring the one workflow you'd automate first.
How it works
Fixed price per slice, quoted after a 30-minute call.
Proof
A sales CRM that AI agents fill in through my own MCP server: nine tools, OAuth 2.1 with dynamic client registration, PKCE and token rotation, so it plugs into Claude as a connector. Agents can't create duplicates or delete anything, and every write is attributed and held for human review. End-to-end tests cover every MCP tool and the full OAuth flow.
Claude in production: a pipeline that extracts 30+ validated fields from messy PDFs, with schema checks and retries so a wrong answer never reaches the database. 100+ B2B companies onboarded; TechCrunch Startup Battlefield 200.
firstglance.io ↗An evaluation harness with a labelled dataset and planted errors measures extraction on every change: 6 of 6 planted errors caught, zero false alarms. That's the test set idea in practice.
Public repo on GitHub ↗A multi-agent platform on OpenAI and Gemini that drafts press releases and earnings-call scripts and answers questions from an encrypted document vault, with tenant isolation.
Pipeline's code is private. I'll walk you through it, MCP tools and review queue included, on a call.
Next step
Book 30 minutes and bring one workflow. You'll leave with how I'd build the first slice and what it would take.
Also: Invoices into QuickBooks or Xero Lovable or Cursor app to production About me
