About This Blog
What is Universal API?
Universal API is a platform for building, deploying, and sharing AI agents and MCP servers. We make it easy to create AI-powered tools that can search the web, analyze documents, connect to APIs, and perform complex tasks — all without managing infrastructure.
What We Write About
- Tutorials — Step-by-step guides for building AI agents and MCP servers
- Product Updates — New features, improvements, and platform changes
- Industry Insights — How AI agents are reshaping software, the rise of MCP, and market trends
- Engineering Deep Dives — Architecture decisions, security patterns, and lessons learned building a multi-tenant AI platform on AWS
The Stack
Universal API is built on:
- AWS Lambda with tenant isolation for secure multi-tenant execution
- Model Context Protocol (MCP) for standardized AI tool integration
- AWS Bedrock (Claude, Nova) for agent reasoning
- Strands SDK for agent orchestration
- S3 Vectors for semantic search across documents and resources
- AWS Textract for OCR and document analysis
Get in Touch
- Platform: universalapi.co
- Documentation: docs.universalapi.co
- GitHub: github.com/snowtimber/universalapi
Want to build something on Universal API? Get started for free with 100 credits.