# Tropicalia

> Tropicalia is an AI context engineering platform that connects AI agents to the right data. It turns messy, multi-format data into reliable, queryable knowledge — with zero infrastructure management.

## What is Tropicalia?

Tropicalia is a context layer for AI agents. It syncs data from any source, extracts entities, and makes that knowledge instantly available to AI via API or MCP server. Trusted by 300+ founders, developers, and builders. Backed by NVIDIA Startups and Perplexity AI.

The platform solves a core problem: AI agents reach their full potential only when they understand user context — documents, emails, spreadsheets, meeting transcripts, and user preferences. Without structured context, AI can only produce generic, low-value answers.

## Core Problem

Most teams building AI systems construct their own stack from scratch: integrating data sources, building ETL pipelines, cleaning and transforming data, then indexing everything into a vector database. This is expensive and fragile. Developers burn significant time and money fine-tuning chunking, embeddings, metadata, and retrieval — while also implementing security. As the system scales, complexity compounds: rerankers, caching layers, memory logic, guardrails. What begins as a simple retrieval setup becomes a maintenance-heavy architecture that rarely survives production at scale.

Tropicalia replaces that fragmented architecture with a unified context layer. Knowledge, interactions, and user memory live in the same graph, allowing agents to continuously refine relevance and build persistent context over time — without the infrastructure tax.

## Key Capabilities

- **Context Engineering**: Structure and connect your data so AI agents understand meaning, not just retrieve tokens
- **Memory Layer & RAG**: Persistent memory across interactions; agents remember and refine context over time
- **99% Parsing Accuracy**: Specialized parsers for every data type — PDFs, spreadsheets, images, videos, databases — with no hallucinations or made-up data
- **Zero Infrastructure Management**: No vector database to manage, no embedding pipelines to maintain
- **Flexible Sync Triggers**: Manual, scheduled, or API-driven data synchronization
- **Incremental Updates**: Smart content hashing for efficient, low-cost syncs
- **MCP Server + API Deployment**: Integrate context directly into agents and applications

## Supported Data Sources

- API endpoints (REST)
- Productivity and collaboration tools (Google Drive, Notion, etc.)
- Relational databases
- Document stores
- Uploaded files (PDF, DOCX, XLSX, images, video, audio)
- File systems and storage services

## How It Works

1. **Create a Project** — Set up an isolated context space for each application
2. **Feed with Data** — Link data sources, upload documents, connect external APIs
3. **Test Context** — Evaluate and fine-tune how the model interprets your data; adjust chunking and retrieval until answers are precise and consistent
4. **Consume Context** — Deploy via REST API or MCP server; integrate into any agent or application

## Pricing

- **Free Tier**: $0/month — 150k tokens + 50 API/MCP calls. Ideal for prototyping.
- **Business Plan**: $15/month — 300 API/MCP requests + 300k tokens included, then pay-as-you-go.
- **Enterprise Plan**: From $299/month — Custom projects, at least 50% off, dedicated support.

No hidden fees. No infrastructure costs. Pay only for what you use.

## Why Tropicalia vs. Building In-House

| Factor | In-House Stack | Tropicalia |
|---|---|---|
| Setup time | Weeks to months | Minutes |
| Infrastructure cost | High (vector DB, pipelines) | None |
| Parsing accuracy | Variable | 99% |
| Maintenance burden | Ongoing | Zero |
| Context quality | Inconsistent | Structured graph |
| Memory/persistence | Manual | Built-in |

## Company

- **Website**: https://www.tropicalia.dev
- **Documentation**: https://docs.tropicalia.dev
- **Dashboard**: https://app.tropicalia.dev
- **Python SDK**: https://pypi.org/project/tropicalia/
- **TypeScript SDK**: https://www.npmjs.com/package/@tropicalia/sdk
- **LinkedIn**: https://www.linkedin.com/company/tropical-ia
- **Twitter/X**: https://x.com/Tropicalia_ai
- **Discord**: https://discord.gg/vAv2Z8y24M
- **YouTube**: https://www.youtube.com/@TropicaliaAI

Tropicalia, LLC. Developed in the US, with Brazilian soul.