Hire AI-First Engineer
Groovy Web Products
We build MCP servers and integrations that connect your AI to the tools it needs to act on: CRM, databases, email, documents and internal APIs. With scoped access, authentication and a full audit log, so your AI stops just talking and starts doing.
★★★★★ Rated 4.9 on Clutch from 55 verified reviews. Building software since 2015.
Your tools
Integration layer
MCP server layer
What your AI can do
Illustrative architecture, not a client result.
MCP is an open standard, created by Anthropic, that defines how AI models connect to external tools, databases and APIs. Think of it as a universal adapter: instead of custom integration code for every tool, an AI agent talks to MCP servers that expose your CRM, database, email and file storage in a consistent, controlled way.
Direct API calls are fine for a simple one-off integration. MCP pays off when agents need several tools, when you want one standard security layer, or when you plan to add tools over time. For the wider picture of connecting AI to your stack, see our AI integration services.
Each connection is built as an MCP server with its own permissions, tested on real scenarios before an agent touches live data.
Let AI look up customers, read history and update records, with write access limited to the fields you approve.
Real-time queries and report generation against your databases, read-only by default.
Reading, classifying and drafting responses, with a person approving anything that is sent.
Google Drive, SharePoint and Confluence content available to the agent, respecting who can see what.
Scheduling and availability checks across calendars without double-booking.
Any internal system that has an API, wrapped in an MCP server with authentication and limits.
AI agents analyze requirements and market data to build a precise blueprint.
AI-first system design with UI/UX prototypes and technical planning.
6 AI specialists work in parallel with continuous integration, reviewed by senior engineers.
Automated testing validates every component. Zero-downtime deployment from day one.
AI agents monitor, optimize, and ship improvements. Evolve faster than competition.
Giving an agent tool access is where integrations get risky. These are the controls we build into every MCP server.
An agent can read or change data it was never meant to touch.
How we handle itRole-based access per agent and per tool. Write actions are limited to approved fields and, where it matters, need human sign-off.
The AI edits or deletes a record it should have only read.
How we handle itRead-only by default, explicit write scopes, dry-run modes and confirmation steps for destructive actions.
Every tool has a different login and token lifecycle.
How we handle itPer-system authentication handled in the MCP server, with secrets kept out of prompts and rotated centrally.
A burst of agent calls overwhelms a downstream system.
How we handle itRequest rate limiting, retries with backoff and clear error responses the agent can act on.
Nobody can say what the AI did or why.
How we handle itEvery tool interaction is logged with who, what and when, so you can review and audit it.
Each new tool becomes another custom integration to maintain.
How we handle itOne standard interface, so adding a tool means adding a server, not rewriting your agents.
Tools chosen for your systems, not the other way round.
Models and agents
Protocol and integration
Languages and cloud
The people who scope your integration are the people who build it. No juniors learning on your budget.
Error handling, monitoring and cost controls ship in the first release, not as a later add-on.
We build around the systems and tools you already run. Nothing has to be replaced to get value.
We test on your real cases before launch and track quality after, so results show up in numbers.
Code, configuration and dashboards are yours, with documentation and a clean handover.
Four hours of daily overlap with US Eastern, with live standups and a one-week risk-free trial.
Explore our other AI services
AI tools and offshore teams get you 80% of the way. Our senior engineers own the last 20%: security, architecture and production hardening, working your US hours.
Flexible engagement models — monthly, quarterly, or annual commitments
We have highly experienced and qualified MCP integration developers in our house to take care of your ideas. Click the button below and fill out your details for us to reach you. We would love to chat with you.
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Tell us about your project and we'll get back to you within 24 hours with a game plan.
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For startups & product teams
One senior engineer, AI-accelerated. Owns architecture, security, and the last 20% AI tools leave broken. No recruitment, no ramp-up.
Trusted by 200+ startups worldwide
"Their engineer built our marketplace MVP in 4 weeks. Saved us $180K vs hiring a full team."
Marketplace Founder, USA
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