Octomind CLI
An open-source coding agent for terminals, scripts, and background work.
FreeCLIOpen SourceAI Agents11 impressionslaunches Oct 201 comment
Comments
>log in to commentThanks for taking a look at Octomind! The runnable example shows a real agent fixing a nested-range bug: two tests fail before the fix, then all seven pass without changing the tests. You can reproduce it here: https://github.com/Muvon/octomind/tree/master/examples/fix-a-bug The runtime is Apache-2.0, with configurable model providers and MCP tools. Model usage is separate from the free runtime. Feedback on the terminal workflow and setup would be very helpful.
Octomind is an Apache-2.0 AI coding agent and runtime written in Rust. It reads and edits repository files, runs shell commands, and uses MCP tools.
Run the agent interactively in your terminal, from piped input, or as a daemon. Configure model providers and tool policies in TOML.
Watch and reproduce a real bug fix: two failing tests become seven passing tests, with the test file unchanged. The example includes a colour recording and a deliberately buggy Python teaching fixture.
The open-source runtime is free. Model-provider usage and optional hosted services are separate.
- One‑click browser login via OctoHub gateway
- Open‑source AI coding agent for the terminal
- Curated model roster with OpenAI‑compatible gateway
- Tap agents for pre‑configured specialist roles
- Built‑in MCP servers for tool orchestration and runtime
- Multi‑step AI workflows via TOML configuration
Octomind CLI is an open-source AI coding agent that runs in terminals, scripts, CI pipelines and as a background daemon.
- for
- Developers who need AI-assisted code editing, testing and automation in CLI environments.
- pricing
- freemium
- license
- Apache-2.0
Key features
- Multi-model support — Swap any model (OpenRouter, Anthropic, OpenAI, etc.) mid-session without losing context.
- Deterministic guardrails — Policy defined in TOML enforces pre-call checks and post-result validation without pop-ups.
- On-demand tool loading — Only activates needed tools (six in context) using embedding-based relevance scoring.
- Adaptive compression & caching — Compresses session data, caches decisions and drops noise to reduce token costs.
- Hard spending caps — Enforces per-request and per-session cost limits to prevent surprise bills.
- Multiple execution modes — Run interactively, via piped JSONL, as a daemon, WebSocket server or as a sub-agent.
Use cases
- Fix failing tests automatically in CI pipelines
- Generate code snippets or documentation from natural language prompts
- Run long-running background agents that persist across days
- Integrate AI coding assistance into IDEs via WebSocket server
- Chain specialist agents into workflows for content creation or code review
Octomind CLI pricing
- Free$0Pay-as-you-go model usage via credits · No monthly allowance · Access to hub and CLI
- Pro$50/mo/month$50 usage allowance · 3 machine slots (Small, Medium) · 20 GB shared storage · 5 live URLs
- Max$200/mo/month$200 usage allowance · 12 slots up to 3 Large machines · 60 GB shared storage · 20 live URLs
- Team$500/mo/month$500 usage allowance pooled · 60 slots up to 15 Large machines · 100 GB shared storage · 50 live URLs
Octomind CLI vs alternatives
 Octomind CLI |  Cline |  n8n |  Cursor |  LangChain | |
|---|---|---|---|---|---|
| Best for | Self-hosted AI coding agent with guardrails | IDE-centric autonomous coding | AI-enhanced workflow automation | AI code editor | LLM app framework |
| Pricing | Freemium | Free | Subscription | Subscription | Free |
| DevHunt upvotes | 1 | 0 | 0 | 0 | 0 |
| Launched | Oct 2026 | — | — | — | — |
- Octomind CLI vs Cline: Cline is an open-source autonomous coding agent focused on IDE integration, while Octomind emphasizes multi-model CLI, guardrails and background daemon use.
- Octomind CLI vs n8n: n8n provides general workflow automation with AI plugins, whereas Octomind is a dedicated coding agent with built-in tool harness and cost controls.
- Octomind CLI vs Cursor: Cursor is an AI-powered code editor, while Octomind is a CLI-first agent that can run unattended and integrate via WebSocket.
- Octomind CLI vs LangChain: LangChain is a framework for building LLM applications, whereas Octomind is a ready-to-run agent runtime with built-in policies and tooling.
Octomind CLI FAQ
How does Octomind avoid unexpected costs?+
It enforces per-request and per-session spending caps and shows live cost updates for each turn.
Can I change the model during a session?+
Yes, you can swap models mid-session using the /model command without losing context.
Do I need to install any SDKs to use Octomind?+
No, the binary itself is the SDK; configuration, guardrails and extensions are defined in TOML files.
What execution environments are supported?+
Octomind runs as a terminal CLI, can read piped JSONL, operate as a daemon, expose a WebSocket server, or be called via ACP from other agents.
Is the runtime open source?+
Yes, the runtime is Apache-2.0 licensed and free to use; hosted services are optional.
Summarized by DevHunt from octomind.run · Oct 16, 2026. Details may change; check the official site.
