We handle the boring stuff
so you can enjoy the fun stuff
MCP servers, AI integrations, and data tools that just work.
Building AI integrations is hard.
We make it easy.
Integrating Large Language Models into your existing workflow requires more than just an API key. It requires stability, data integrity, and deep protocol knowledge.
Tired of brittle AI pipelines?
We build robust, production-ready data flows that don't break when the model or the underlying API changes.
Need reliable data for your agents?
Our custom tools and retrieval systems ensure your agents have high-fidelity, real-time information at their fingertips.
Want MCPs but don't have time to build them?
Model Context Protocol is the future of agent connectivity. We deliver custom, high-performance servers in days.
That's where we come in.
Our Services
We provide specialized engineering services to bridge the gap between AI research and production reality.
Claude Desktop, AI IDEs, Agent frameworks
Full source, docs, deployment support
Vector DB setup, chunking strategy, embedding optimization
Pinecone, Qdrant, Weaviate, Chroma, pgvector
Claude, GPT, LangChain, AutoGPT, CrewAI
Error handling, rate limiting, testing
Custom autocomplete, inline AI, code actions
VS Code, Neovim, JetBrains
Web scraping, API consolidation, real-time feeds
Clean, structured, LLM-ready data
LangChain, CrewAI, AutoGen, custom
Tool integration, memory, guardrails
LangSmith, Helicone, custom dashboards
Cost tracking, quality metrics, alerting
Model selection, cost optimization, scaling
Hourly or project-based
Tech Stack
We work with the most advanced and reliable tools in the AI ecosystem to build production-grade solutions.
AI Platforms
Frameworks
Databases
Infrastructure
Languages
About Us
We're a small team of AI infrastructure nerds who believe that the future of software isn't just about building models—it's about connecting them to reality.
With years of experience in data engineering, automation, and distributed systems, we founded AI Tools Max to help companies navigate the rapidly evolving Model Context Protocol and agentic workflows.
Our Philosophy
Ship fast
We iterate rapidly to get your AI integrations into production while the technology is still cutting-edge.
Document well
Code is only as good as its documentation. We ensure your team knows exactly how to maintain and extend what we build.
Support forever
The AI landscape changes daily. We don't just deliver and disappear; we remain your long-term infrastructure partners.
Trusted by Innovative Teams
We help forward-thinking companies build the next generation of AI-powered infrastructure.
“AI Tools Max delivered a custom MCP server that completely transformed how our agents interact with our internal documentation. Ship fast, document well—they live up to their philosophy.”
“The RAG pipeline they built for us is robust and highly optimized. We finally have reliable data for our autonomous workflows.”
“Professional, technical, and incredibly efficient. They handle the complex infrastructure so we can focus on building features.”
Powering Integrations with
Frequently Asked Questions
Everything you need to know about our AI engineering services.
Ready to stop
yak-shaving?
Tell us about your project, and let's find the best way to implement your AI vision. An engineer will review your request and respond within 24 hours.
Within 24 hours