A Cursor alternative for the agent, on the model you choose
Octomind is not an editor. It is the agent: it reads the repo, edits files, runs the tests and reports back, from your terminal, CI or your own backend. Run it on DeepSeek, GLM, Claude, GPT or a model on your own machine, with your own keys.
curl -fsSL https://octomind.run/install.sh | bash Verdict: stay with Cursor or switch to octomind
Stay with Cursor if
- You want AI inside the editor. Cursor Tab suggests multi-line and cross-file edits as you type. Octomind has no editor and no autocomplete.
- You want the agent to propose changes and ask before it runs a command. The interactive Cursor CLI does that; octomind has no approval prompts.
- Your plan's weekly pool covers your usage, or you are on a legacy Pro plan that still works for you.
- You want cloud agents, automations and PR review from one vendor. Cursor includes them from Premium ($30 a month).
Switch to octomind if
- You want any model under one config, open and local ones included. Cursor's own-key support covers five providers, for chat models only.
- You want to pay your model provider and nobody else. The octomind binary has no plan and no seat; Cursor Teams adds $0.25 per million tokens even on your own key.
- You run the agent from scripts, CI or your own service: JSONL output, an exit code (75) for a spend stop, a WebSocket server and multi-step workflows in TOML.
- You want source you can read and fork. Octomind is Apache-2.0; Cursor's terms forbid reverse engineering it or building derivative works.
Cursor vs octomind
| Aspect | Cursor | octomind |
|---|---|---|
| Price to start | Free has limited agent requests. Plus is $8 a month with Cursor's own models only and no own keys. Premium, $30 a month, adds third-party models at API list price from prepaid credit. Prices as of October 2026. cursor.com | The binary is free under Apache-2.0. You pay your model provider per token, or no API fees with a local model. Cargo.toml:6 |
| Models you can use | Cursor's own Grok 4.7, 4.6, 4.5 and Composer 2.5 draw from a weekly pool shared with Grok. Claude, GPT and Gemini come on Premium and up, billed separately. cursor.com | Any provider:model string across 32 prefixes: anthropic:, openai:, deepseek:, zai:, moonshot:, openrouter:, local: for a server on your machine. Switch mid-session with /model. doc/usage/04-providers.md:215 |
| Your own API keys | OpenAI, Anthropic, Google, Azure OpenAI and AWS Bedrock, for chat models only; Tab stays on Cursor's models. Requests route through Cursor's servers, and Teams pay $0.25 per million tokens on top. cursor.com | Export the provider key or put it in .env. Octomind calls the provider from your machine, with nothing added to the bill. doc/usage/04-providers.md:100 |
| Editor and autocomplete | A full editor built on the VS Code codebase. Tab suggests code as you type, including multi-line and cross-file edits. cursor.com | None. A plain line prompt in the terminal. Editors that speak the Agent Client Protocol can launch it with octomind acp. /docs/usage/12-editor-integration |
| Scripts and CI | Cursor CLI: agent -p for print mode, --force to let it write files, text, json or stream-json output. Scripts sign in with CURSOR_API_KEY. cursor.com | Pipe a task into octomind run --format plain or jsonl, add --schema for a JSON answer. octomind server opens a WebSocket backend; octomind workflow runs multi-step TOML pipelines. src/commands/run.rs:41 |
| Spend control | Included usage is a weekly pool. Paid usage beyond it has a monthly additional usage limit you set in the billing dashboard. cursor.com | max_request_spending_threshold stops a request in interactive and headless runs, and a headless run that hits it exits with code 75. An in-flight call can still overshoot. src/session/chat/session/core.rs:182 |
| Source code | Proprietary. The terms forbid reverse engineering the service or making derivative works of it. cursor.com | Apache-2.0. Read it, fork it, build it with cargo. Cargo.toml:6 |
| Project instructions | .mdc rule files in .cursor/rules, plus AGENTS.md in the project root and in subdirectories. cursor.com | AGENTS.md in the directory you start in. .cursor/rules and nested AGENTS.md files are not read. src/session/chat/session/utils.rs:22 |
| MCP servers | stdio, SSE and Streamable HTTP, configured in .cursor/mcp.json or ~/.cursor/mcp.json, with OAuth. cursor.com | stdio and Streamable HTTP with OAuth discovery, as [[mcp.servers]] blocks in TOML. No SSE. /docs/usage/07-mcp-tools |
An open model in octomind: 24 of 25 real pull requests solved
Cursor was not part of this run, so it says nothing about Cursor. What it shows is the agent part on an open model. On octobench, 25 tasks taken from pull requests merged in open-source projects and checked by their own hidden tests, octomind ran glm-5.2 through Ollama cloud and solved 24 for $63.43 in 3.6h of wall time. That was the most tasks solved of the four agents in the run. Ollama cloud has no prompt caching, so the dollar figure is a worst case. It is one run on our own benchmark; every case, trace and judge verdict is public at a pinned commit, so you can rerun it.
Full octobench results and how to reproduce them →How to switch from Cursor
Install octomind and pick a model
One script installs the binary to ~/.local/bin on macOS or Linux. Export a key for any provider you use. For a model on your own machine, run Ollama and use local: with no key.
curl -fsSL https://octomind.run/install.sh | bash export DEEPSEEK_API_KEY=sk-... # or ANTHROPIC_API_KEY, OPENAI_API_KEY, OPENROUTER_API_KEY # local model: Ollama on localhost:11434, nothing to export # octomind run developer:general -m local:qwen3-coderBring your rules and MCP servers over
Cursor already reads AGENTS.md, so keep one AGENTS.md in the project root and both tools share it. Paste the text of your .cursor/rules/*.mdc files into it; octomind does not read .mdc. Each server in .cursor/mcp.json becomes a [[mcp.servers]] block in a .toml file in the octomind config folder.
# ~/.local/share/octomind/config/mcp-servers.toml # was in .cursor/mcp.json: "playwright": { "command": "npx", "args": ["@playwright/mcp@latest"] } [[mcp.servers]] name = "playwright" type = "stdio" command = "npx" args = ["@playwright/mcp@latest"] timeout_seconds = 30 tools = [] auto_bind = ["developer:general"]Run it next to your editor, then in CI
Keep Cursor or any editor open as your editor and run octomind in a terminal in the same repo. Do not let two agents edit the same working tree at once. For scripts, pipe the task in and cap the spend per request; a run that hits the cap exits with 75.
cd ~/your/project octomind run developer:general -m deepseek:deepseek-flash # interactive echo "The test suite fails. Find the bug, fix it, run the tests." \ | octomind -c max_request_spending_threshold=0.50 \ run developer:general -m deepseek:deepseek-flash --format plain echo "exit $?" # 75 = spend stop
Other options worth a look
Zed
A GPL-3.0 code editor whose edit predictions can run on a local model through Ollama. It suits you if what you want from Cursor is autocomplete in an open-source editor.
Cline
An Apache-2.0 coding agent for VS Code, JetBrains and the terminal that shows every edit as a diff with checkpoints and runs local models through Ollama or LM Studio. It suits you if you want the agent inside your editor.
opencode
An open-source coding agent with a terminal interface, a desktop app and an IDE extension, on any LLM provider you have a key for. It suits you if you want a polished interface around a terminal agent.
Where Cursor is better
No editor and no autocomplete
Octomind does not suggest code as you type, show inline diffs or open files for you. It writes edits straight to disk from a line prompt. Keep an editor for that, Cursor included, and review with git diff. Read more →
No approval prompts before tools run
Tools run without asking. Policy lives in .agents/guardrails.toml as guards that block matching calls. --sandbox limits writes on Linux and macOS, is off by default, and does not limit network access, which the Cursor CLI sandbox can. Read more →
No cloud agents or PR review bot in the binary
The open-source binary runs where you start it. Cursor Premium includes cloud agents, automations and Bugbot code review. Octomind Cloud is a separate paid product. Read more →
-m changes only the main model, and some defaults are hosted
Supervisor and compression calls stay on octohub:auto until you set [supervisor.model] and [compression.model]. Telemetry is on by default; turn it off with OCTOMIND_TELEMETRY=0 or DO_NOT_TRACK=1. The first run of developer:general fetches the agent registry and its tool binaries, so it needs the network. Read more →
Your .cursor/ setup does not come with you
Octomind reads one AGENTS.md from the directory you start in: not .mdc rules, not nested AGENTS.md files. Cursor hooks, skills and subagents need rebuilding as guardrails, .agents/skills/ or tap agents. Read more →
Questions
What is the best Cursor alternative?
It depends on which part of Cursor you want to keep. For autocomplete in an open-source editor, Zed. For an agent inside VS Code or JetBrains with diffs and checkpoints, Cline. For the agent on its own, in your terminal, CI or backend on any model, octomind or opencode.
Is there an open source Cursor alternative?
Yes. Octomind and Cline are Apache-2.0, Zed is GPL-3.0, and opencode is open source too. Cursor is proprietary, and its terms forbid reverse engineering or derivative works.
Does octomind have autocomplete like Cursor Tab?
No. Octomind is a terminal agent: you give it a task and it reads, edits, runs and reports. It does not predict code as you type. If Tab is why you use Cursor, keep Cursor as your editor.
Can I use Cursor and octomind together?
Yes. Use Cursor as the editor and run octomind in a terminal or in CI on the same repo, just not both agents on the same working tree at once. Both read AGENTS.md.
Can I run a Cursor alternative on a local model?
Yes. local: points at an OpenAI-compatible server on localhost:11434 by default, so Ollama works with no key, and LM Studio works with LOCAL_API_URL. Set the supervisor and compression models to local too if no request should leave your machine.
How does the cost compare?
Cursor's paid plans run from $8 to $200 a month, with third-party models at API list price from Premium ($30) up. The octomind binary costs nothing; you pay your provider per token, or only for your hardware with a local model.
More comparisons
- Claude Code alternative The same terminal agent loop on any model, open ones included, under Apache-2.0.
- OpenClaw alternative A personal agent you self-host as one binary, or hand to octos on Cloud
- opencode alternative Same open model as opencode: 24 of 25 tasks solved to its 19, at about half the cost.
- Hermes Agent alternative Lessons only from your corrections, as plain files you can edit, on your box or on Cloud
- Claude Cowork alternative Hand off the job once or daily, on any model; the result lands in Telegram, Slack or email
- Manus alternative Sourced reports and live pages from a cloud machine, on one balance that stops
- Codex alternative Keep your ChatGPT plan, add any other model, and stop a request at a dollar limit.
- GitHub Copilot alternative The open-source agent for terminal and CI, on any model, billed by your own provider.
- Antigravity alternative An open-source terminal agent for Gemini, Claude or local models, no Google sign-in.
- DeepSeek Harness alternative DeepSeek models in a terminal and CI agent with tagged releases and a spend stop.
Reading
Try it on the job Cursor does for you now.
Apache-2.0 and any model. Install it, then follow the three steps above.
curl -fsSL https://octomind.run/install.sh | bash