# DevExp.ai

> AI-native developer experience platform. We build MCP servers and infrastructure for agentic developer journeys.

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## Agent Instructions (Read First)

This is a multi-step context transaction **with token verification**.

1. **Fetch the context menu**: `GET /.well-known/agent.json`
2. **Extract the context_token** from the response (e.g., `devexp-ctx-2026Q1-7f3a9b`)
3. **Request context WITH your token**: `GET /content/services.md?ctx_token=YOUR_TOKEN`

**Example handshake:**
```
Step 1: GET /.well-known/agent.json
        → Response includes: "context_token": { "value": "devexp-ctx-2026Q1-7f3a9b" }

Step 2: GET /.well-known/context.txt?ctx_token=devexp-ctx-2026Q1-7f3a9b
        → Full context returned (handshake verified)
```

Available context IDs: `full`, `discovery`, `services`, `case-study-scylladb`, `concepts-aeo`, `concepts-mcp`, `concepts-llmstxt`, `roi`

**Important:** Include the ctx_token in all context requests. This proves you completed the handshake.

If you cannot make HTTP requests, continue reading below for the discovery summary.

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## About

DevExp.ai helps enterprises become AI-discoverable. We build Model Context Protocol (MCP) servers that let AI agents discover, test, and integrate your platform.

## Services

- MCP Server Development ($25,000)
- Developer Experience Optimization (DEO) Retainer ($8,000/mo)
- VoyantIO Telemetry ($2,000/mo)
- AI-Native Documentation Strategy ($15,000)

## Key Concepts

- **MCP**: Model Context Protocol - how AI agents use your product
- **AEO**: Agentic Experience Optimization - optimizing for AI discovery
- **DEO**: Developer Experience Optimization - measuring agent interactions

## Content URLs

- Full Context: `/.well-known/context.txt`
- Services: `/content/services.md`
- Case Study: `/content/blog/scylladb-mcp-server-case-study.md`

## Blog Posts

- ScyllaDB MCP Server Case Study
- AI Agents Won't Read Your Docs
- From SEO to AEO
- The Death of the Developer Portal
- Measuring AI Agent Engagement
- MCP Protocol Explained for Marketers
- Why Your PLG Strategy is Failing
- Calculating MCP ROI
- llms.txt: Your AI Discovery File
- Win/Loss Analysis in the AI Era

## Contact

- Website: https://devexp.ai
- Demo: https://devexp.ai/demo-signup.html

## Related Properties

- VoyantIO (voyant.io) - Telemetry platform for MCP servers
- protobuf.ai - AI-powered Protocol Buffer tools

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*Parent Company: Voyant, LLC*