# Roka

Prune any log using one command.

Designed for AI agents. Collapse noise, rank relevance, pack to a token budget — before the model ever sees it.

- Site: https://www.roka-prune.com/
- Docs: https://www.roka-prune.com/docs/
- Install: https://www.roka-prune.com/install.html
- Research: https://www.roka-prune.com/research.html
- Testing: https://www.roka-prune.com/testing.html
- OpenAPI: https://www.roka-prune.com/openapi.json
- MCP: https://www.roka-prune.com/.well-known/mcp-server
- Index: https://www.roka-prune.com/llms.txt
- Full dump: https://www.roka-prune.com/llms-full.txt

This URL also serves HTML. Agents should send `Accept: text/markdown` (this representation) to skip markup.

## Install CLI

```bash
curl -fsSL https://install.roka-prune.com | bash
```

Then prune stdin or a file:

```bash
cat deploy.log | roka prune --query "connection errors" --budget 8000
```

## Connect an MCP agent (Pro)

```bash
npx roka-mcp connect --agent <claude-code|cursor|codex|copilot|vscode|windsurf|cline> --api-key rk_live_...
```

Tools after `serve`: `prune_logs`, `prune_file`, `prune_tail`. Log text stays on the machine. Docs: https://www.roka-prune.com/docs/mcp.html

## How it works

1. Collapse adjacent duplicate / near-duplicate lines.
2. Force-keep ERROR, FATAL, CRITICAL, Exception, Traceback, panic.
3. Pack into the requested character/token budget.

Same pipeline for CLI, MCP, and `POST https://api.roka-prune.com/api/prune`.

## Pricing

Plans: https://www.roka-prune.com/pricing · Checkout: https://www.roka-prune.com/checkout

- **Free** — $0. Local CLI, 15K tokens lifetime per device, critical errors always kept.
- **Pro** — $20/month or $14/month annual. 500K tokens/month, semantic re-ranking, MCP, web UI + REST API. Three months free in exchange for product feedback.
- **Enterprise** — custom. Unlimited tokens, SSO / audit / integrations. mailto:mukhamedjankydyrli@gmail.com

## More pages

- About: https://www.roka-prune.com/about.html
- Privacy: https://www.roka-prune.com/privacy.html
- Terms: https://www.roka-prune.com/terms.html
- Security: https://www.roka-prune.com/.well-known/security.txt
- CLI repo: https://github.com/Roka-Dev-Labs/roka
- MCP package: https://www.npmjs.com/package/roka-mcp