AI Builders,
Not AI Advisors

We built Octomind, Octocode, and Octobrain — open source tools used by developers every day. When you work with us, you get the people who build AI systems, not people who present about them.

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What We Build
⚡ 1–2 weeks

AI Workflow Setup

Make your dev team ship with AI

Set up an AI-augmented development workflow for your team. MCP tool integrations, agent configurations, IDE setup, and a hands-on training session.

  • MCP tool stack configured for your codebase
  • AI agent configs tailored to your workflow
  • IDE integration (Claude Code, Cursor, Windsurf)
  • Half-day team training session

This is how Muvon operates daily — 2 people shipping like 30

🔧 2–6 weeks

MCP Server Development

Custom AI tools for your team

Design and build production MCP servers for your internal workflows. Integration with any MCP client — Claude, Cursor, Windsurf, or your own agents.

  • Production-ready MCP server(s)
  • Integration with your existing tools
  • Deployment and documentation
  • Source code handoff

Built Octocode, Octobrain, Octofs — 5+ production MCP servers

🔍 3–8 weeks

RAG & Search Implementation

Make your data AI-searchable

Custom embedding pipeline for your domain — code, docs, knowledge bases. Vector search integration, retrieval API, and quality tuning for production.

  • Custom embedding pipeline for your data
  • Vector search API with retrieval tuning
  • Integration with your product or internal tools
  • Production deployment + monitoring

Octocode is a production RAG system — code to embeddings to search

🤖 4–8 weeks

Agent Architecture

Design and build your AI agent system

Multi-agent architecture design and implementation. Tool use, persistent memory, orchestration, MCP-native tooling, and multi-provider integration.

  • Architecture design for your agent system
  • Working agent implementation
  • MCP tooling and provider integration
  • Deployment, docs, and handoff

Built Octomind — multi-agent runtime with 13+ providers and daemon mode

Why Muvon

We built the tools

Our open source portfolio isn't a side project — it's proof. Octocode, Octobrain, Octomind. Real software, real users, real stars on GitHub.

Small team, fast delivery

2–8 week engagements, not 6-month odysseys. Two founders + AI collaborate directly with your team. No layers. No account managers.

We ship code, not slides

Every engagement ends with working software — deployed, documented, and handed off. No roadmap PDFs. No "phase 2 recommendations."

How It Works
01

Tell us about your project

Send us an email with what you're building and where you need help. No forms. No gatekeepers.

02

We scope it together

A 30-minute call to understand the problem, define deliverables, and agree on timeline. Free. No commitment.

03

We build it

2–8 week sprint. Working software at the end. Deployed, documented, yours.

Tell us about your project

Building something with AI? Need a custom MCP server? Want to make your data searchable? We'd rather hear about your problem than pitch you a solution.

hello@muvon.io