Install agents,
not frameworks.
Open-source runtime for specialist AI agents
Stop wiring MCP servers, glue code, and credentials. One command gives you a specialist with the right model, tools, and prompts — ready to run.
octomind run assistant:conciergeWhy Octomind?
The four pains every agent builder hit in 2026 — and what Octomind does instead
The Problem
- ✕ Config Wars Stitching three tools, writing glue code nobody wants to own. No central registry, no quality signal.
- ✕ Generic AI fails in expert domains Wrong drug dosages. Hallucinated case citations. NY moving to ban AI chatbots posing as lawyers.
- ✕ Sessions break at hour 4 Naive truncation drops the decisions you need. Quality collapses. Restart.
- ✕ Bills surprise you $7K daily overages. No per-task budget. No kill switch.
Octomind
- → Tap registry One command installs a specialist with the right model, MCP servers, and prompts — pre-wired by domain experts.
- → 48 specialists across 12 domains Lawyer (9 jurisdictions), doctor, engineer, devops, finance, security, content, launch. Grounded MCP, not vibes.
- → Adaptive compression Cache-aware, structurally preserving. 4-hour sessions stay sharp. Smaller context, faster responses, lower cost.
- → Hard spending caps Per-request and per-session enforced — agent stops, falls back, or warns before the bill.
One Command. Any Specialist.
Like Homebrew for AI agents — community-built specialists you run with a single command
octomind run doctor:blood"Interpret these blood test results for a 45-year-old male"octomind run devops:kubernetes"Why is my pod stuck in CrashLoopBackOff?"Browse 50+ specialists in the Tap registry. Or build and share your own.
octomind run developer:generaloctomind run lawyer:contractsoctomind run finance:analystoctomind run security:owaspBuilt for Customizable AI Agents
No-code agent runtime that doesn't box you in
Stop Context Rot
Adaptive compression saves 72.5% of tokens automatically. Work for 4+ hours — the agent remembers decisions from hour one. Cache-aware cost analysis ensures compression only triggers when it saves money.
13+ Providers, Zero Lock-in
OpenRouter, OpenAI, Anthropic, DeepSeek, Google, Ollama, and more. Switch models mid-session with /model. Hit a rate limit? Swap providers instantly — no restart, no lost context.
Dynamic MCP
Agents extend themselves at runtime. Register new MCP servers mid-session — no restart, no config edits. The agent decides what tools it needs and loads them on the fly.
Zero Config, Full Control
Single Rust binary — installs in 30 seconds. Works out of the box with sensible defaults. Power users: customize everything with TOML — per-role models, spending limits, sandboxed execution.
Get Started in 30 Seconds
Three steps. No config files. No MCP setup. Just run.
Install
brew install muvon/tap/octomind Install via Homebrew on macOS
Set API Key
export OPENROUTER_API_KEY=your_key Works with 13+ providers: OpenRouter, OpenAI, Anthropic, Google, DeepSeek, Ollama, and more.
Run
octomind run developer:general Pick any specialist. Zero config required.
Alternative Install Methods
curl -fsSL https://octomind.run/install.sh | bashcargo install octomindgit clone https://github.com/muvon/octomind
cd octomind && cargo build --release100% Open Source
Octomind is fully open source — no vendor lock-in, no hidden costs. Read every line of code, self-host on your infrastructure, and build agents that are actually yours.