AI Integration - Claude API, MCP Tools, Agent SystemsIvo Santos
Your product needs AI. Most teams bolt on a chatbot and call it done. That's not what I build.
I integrate AI into your application as a first-class feature - connected to your data, your logic, your users. The result is AI that actually does something useful, not a floating assistant your users ignore after day two.
What I build:
— AI-powered features for existing apps (smart search, generation, summarisation, classification)
— Custom AI assistants with persistent memory and user context
— Multi-agent systems with orchestration, tool use, and parallel execution
— MCP server integrations — I've built and deployed 46 in production
— Real-time streaming pipelines (SSE) for responsive, live AI output
I work primarily with Claude (Anthropic). It's what I run in production daily and know at a deep level. I can also integrate OpenAI, Gemini, or custom model endpoints.
If you want AI that's part of your product, not an afterthought - this is the service.
FAQs
Yes — I can integrate into any Next.js, Node.js, or Python backend.
This service adds AI features to your product. The other builds a personal AI system for you as an individual.
Example work
Starting at$1,500
Duration1 week
Tags
AI Developer
AI Engineer
Backend Engineer
Software Engineer
Service provided by
Ivo Santos Portugal
AI Integration - Claude API, MCP Tools, Agent SystemsIvo Santos
Starting at$1,500
Duration1 week
Tags
AI Developer
AI Engineer
Backend Engineer
Software Engineer
Your product needs AI. Most teams bolt on a chatbot and call it done. That's not what I build.
I integrate AI into your application as a first-class feature - connected to your data, your logic, your users. The result is AI that actually does something useful, not a floating assistant your users ignore after day two.
What I build:
— AI-powered features for existing apps (smart search, generation, summarisation, classification)
— Custom AI assistants with persistent memory and user context
— Multi-agent systems with orchestration, tool use, and parallel execution
— MCP server integrations — I've built and deployed 46 in production
— Real-time streaming pipelines (SSE) for responsive, live AI output
I work primarily with Claude (Anthropic). It's what I run in production daily and know at a deep level. I can also integrate OpenAI, Gemini, or custom model endpoints.
If you want AI that's part of your product, not an afterthought - this is the service.
FAQs
Yes — I can integrate into any Next.js, Node.js, or Python backend.
This service adds AI features to your product. The other builds a personal AI system for you as an individual.
Example work
$1,500