ProductLabs helps startups and growing companies build with Anthropic's Claude. From custom MCP integrations to full agentic workflows — we turn Claude's capabilities into your competitive edge.
We specialize in the Anthropic ecosystem. Whether you need a Claude API integration, a custom MCP server, or a full AI-powered workflow — we build it, deploy it, and make sure it works.
Automate repetitive knowledge work with Claude-powered agents. Document processing, email triage, data extraction, report generation — we build agentic workflows that run on Anthropic's Claude so your team can focus on higher-value work.
We build custom Model Context Protocol (MCP) servers that connect Claude to your internal tools, databases, and APIs. MCP is Anthropic's open standard for tool integration — and it's the backbone of production-grade Claude deployments.
Embed Anthropic's Claude directly into your product or internal systems via the Claude API. We handle architecture, prompt engineering, and production deployment — including Claude Opus, Sonnet, and Haiku model selection for the right cost-performance balance.
We design and build custom Claude skills and plugins that give Claude domain-specific superpowers for your business. From specialized document generators to industry-specific analysis tools — packaged as reusable, shareable components in the Anthropic ecosystem.
Claude-powered security agents that proactively monitor, detect, and respond to threats. We combine Anthropic's Claude reasoning capabilities with cybersecurity best practices for autonomous threat intelligence and incident response.
Not sure where to start with Anthropic's Claude? We help you identify the highest-impact use cases, build a roadmap, and train your team — from prompt engineering fundamentals to building their own Claude skills and automations.
We work across every layer of Anthropic's Claude platform — so you get solutions that are built right, not hacked together.
Production integrations using the Anthropic API — model routing, streaming, tool use, and multi-turn conversations at scale.
Custom MCP servers that connect Claude to your databases, SaaS tools, and internal systems. The standard Anthropic built for tool integration.
Agentic workflows built on Claude Code and the Claude Agent SDK. Autonomous agents that reason, plan, and execute multi-step tasks.
Custom Claude skills and plugins that package domain expertise into reusable components — installable, shareable, and production-ready.
We help startups and SMBs across industries put Anthropic's Claude to work on real problems.
Add Claude-powered AI features to your product without building an ML team. We integrate the Anthropic API into your stack so you can ship smarter, faster.
Law firms, consultancies, and agencies drowning in documents. We build Claude-powered MCP integrations that cut hours of manual work to minutes.
Intelligent product content, customer support automation, and inventory insights — all powered by Anthropic's Claude, all tailored to your catalogue and brand voice.
HR, finance, ops — any team handling repetitive knowledge work. We build Claude agentic workflows that automate the routine so your people can do their best work.
We go deep on one thing: making Anthropic's Claude work brilliantly for your business.
We know the Anthropic ecosystem inside out — the Claude API, Claude Code, Model Context Protocol, skills, plugins. You get a team that builds on Claude every day.
No six-month consulting engagements. We scope tight, build fast, and get your Claude integration to production in weeks, not quarters. Iterate from there.
No lock-in, no proprietary wrappers. Every MCP server, Claude skill, and integration we build is yours — fully documented, fully transferable, fully open.
Everything you need to know about working with Anthropic's Claude through ProductLabs.
Tell us what you're working on. We'll show you how Claude can help — no strings attached.