Internal Tool MCP Servers
Connect AI assistants to your databases, dashboards, and ops tools. Let Claude query your data, trigger workflows, and surface insights without leaving the chat.
MCP Server Development
Custom MCP Servers That Connect AI to Your Business Systems
We build production-grade MCP servers that let Claude, ChatGPT, and other AI tools work directly with your internal systems — databases, APIs, CRMs, and legacy software.
Production MCP servers shipped · OAuth, rate limiting, full API coverage
What We Build
Customer-Facing AI Integrations
Embed AI capabilities into your product. Give your users AI-powered features that work with their data through clean, secure MCP interfaces.
Multi-System Orchestration
AI that works across your entire stack. One MCP server that bridges CRM, finance, ops, and communications — so AI sees the full picture.
Legacy System Bridges
Make old systems AI-accessible without rewriting them. We build MCP layers on top of databases, FTP feeds, SOAP APIs, and file-based integrations.
How It Works
01
Architecture call
We map your systems and identify high-value AI integration points. You leave with a clear picture of what MCP can do for your specific stack.
02
Build
Iterative development with your team. TypeScript, full type safety, comprehensive error handling, OAuth where needed. Typically 2–4 weeks for the first MCP server.
03
Deploy and handoff
Production deployment with monitoring, documentation, and team walkthrough. Your devs can maintain and extend it — no vendor lock-in.
Proof — We Build MCP Servers for Ourselves
26
Tools in latest MCP server
25+
Servers in our MCP gateway
2,000+
Users on our own product
0
Vendor lock-in
We don't just build MCP servers for clients — we rely on them daily. Our Reddit Ads MCP server (26 tools, full OAuth, rate limiting) manages live ad campaigns. MCPlexer, our MCP gateway product, routes 25+ servers with directory-scoped security, encrypted credentials, and audit logging. Intervals Pro reached 2,000+ customers in 2 months, powered by our AI-native delivery approach.
See MCPlexer — our MCP gateway product →Common Questions
Model Context Protocol is an open standard that lets AI tools (Claude, ChatGPT, etc.) connect to external systems. Instead of copy-pasting data into AI chats, MCP lets AI pull live data from your databases, trigger actions in your tools, and work with your actual business context. It turns AI from a text generator into a real operational tool.
Ready to connect AI to your actual systems?
Book a free 30-minute architecture call. We'll map your stack, identify the highest-value integration points, and give you a clear build plan. No pitch, just engineering.