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pipali

Research, create, automate. Work so fast it feels like play. Get an ai co-worker on your machine. It can read-write files, code safely in sandbox, use your browser. Customize it with skills. Integrate

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Why this rank:Strong adoptionRecent releaseHealthy release cadence

Description

Research, create, automate. Work so fast it feels like play. Get an ai co-worker on your machine. It can read-write files, code safely in sandbox, use your browser. Customize it with skills. Integrate with Jira, Linear, Slack etc. via MCP. Chat with Claude, GPT, Kimi, GLM, DeepSeek, Gemini

README

Pipali logo Pipali (Beta)

Download PipaliAn AI co-worker on your computer that can safely interact with files + the web to finish real work.

  • Research across your docs and the web
  • Create docs, spreadsheets, email, events and personal apps
  • Automate routine workflows
product_hero

Features

Work Async

Assign Pipali a few tasks and go grab a coffee. Track progress, give feedback and get notified when Pipali needs your attention.

Create polished deliverables

Turn messy inputs into shareable outputs — briefs, decision memos, project updates, meeting notes, and spreadsheets.

Automate routine work

Set up tasks on a schedule or trigger them manually. "Draft my weekly project update email", "Sync my ledger on the 1st of every month", "Mark all marketing emails as spam".

Teach it your workflows

Ask Pipali to create skills for all your custom workflows - where to find project documents, which accounting method to follow or your email organization policy.

Connect your tools

Integrate Jira, Linear, Slack etc. via MCP. Pipali can create issues, post messages, and interact with external APIs on your behalf.

Use your favorite AI models

Use the right AI model for the right task. Model access is provided through the Pipali Platform — Single Sign On, no API key setup needed.

Run safely

Pipali runs commands safely in a local sandbox that restricts file and network access. This reduces your confirmation fatigue while it works safely on your computer. Commands that need broader access require your explicit approval. You can configure these permissions yourself.

Starter Prompts

  • "We have not been properly introduced"
  • "Summarize the last 5 PDFs in my Downloads folder into a professional 1-page brief."
  • "Make me a personal newspaper from today's top stories, styled like the NYT front page"
  • "Find all images on my Downloads folder and create a mood board webpage from them"
  • "Turn my recent screenshots into a story describing my week"

Get Started

  1. Download the app for macOS, Windows or Linux
  2. Sign in from the Desktop app
  3. Assign Pipali a task

FAQ

  • Do I need to set up billing?
    Individual users and Team admins should set up billing before the initial signup credits run out.

  • Do I need API keys?
    No — model access is provided via the Pipali Platform.

Contributing

See CONTRIBUTING.md for development setup, architecture, and guidelines.

Security

To report a vulnerability, see SECURITY.md.

License

Apache License 2.0 — see LICENSE for details.

Release History

VersionChangesUrgencyDate
0.9.0### 🎁 New - **Memory** Pipali now remembers things across conversations, so it will tune itself to your preferences, use-cases and environment over time. Review, delete, or turn memories entirely off from Settings → Permissions. ### 🧪 Improve - Built-in skills now stay up to date with new app releases (your own edits are kept) - Shorter, more readable file paths shown on Windows ### 🛠️ Fix - Fix blank app window on newer Linux distros (Arch, Fedora, Debian 13) - Fix sign-in andMedium8/27/2026
0.8.0### 🎁 New - **Voice mode** Assign tasks and provide guidance with voice, so your hands, eyes stay free. Use earbuds to step away from your desk (go cook, read, caffeinate). In Ask first mode, Pipali will chime and wait when it needs your attention. Enable voice mode via Settings/Permissions. - **Background tasks**: Pipali can now delegate tasks to background chats or terminals. So it stays available to chat while they work. Parallelize research or manage multiple coding sessions (e.g. High8/24/2026
0.7.0### 🎁 New - Search inside PDFs, Word, Excel, PowerPoint, and OpenDocument files - Connect Google Workspace MCP servers with OAuth ### 🧪 Improve - Smarter MCP tool loading to keep responses fast with many servers connected - Full markdown rendering in the reasoning trajectory - App opens automatically after login in the browser ### 🛠️ Fix - Inline math equations now render correctly from more AI models High7/24/2026
0.6.0### 🎁 New - Use Ollama, OpenRouter and other OpenAI Responses compatible API by setting OPENAI_BASE_URL - Connect OAuth-secured MCP servers like Slack, Google Workspace and Notion from the Tools page ### 🧪 Improve - Stream chat responses for a faster, readable chat UX - Error responses shown as dismissible cards with copyable details instead of raw text ### 🛠️ Fix - Make Pipali app work on Ubuntu, Debian again - Multiple, same turn edits to the same file no longer overwrite each other High6/1/2026
0.5.2### 🧪 Improve - App loads faster and uses much less space - Pause or resume a routine directly from its card on the Routines page - Enable or disable an MCP server directly from its card on the Tools page - Refreshed tool card layout with clearer titles, status, and color-coded risk on the Tools page - Sharper trajectory preview that highlights the latest step's messages and tool calls - GPT models share progress updates more consistently during long-running jobs ### 🛠️ Fix - Shell commands nHigh5/12/2026
0.5.1### 🎁 New - Model selector now shows tier, tagline, and cost tier to help you choose the right model - Clear finished tasks from home page in one click with new bulk dismiss action - Attach files when answering confirmation questions and Pipali will receive them ### 🧪 Improve - Home page no longer shows tasks you've already seen finish, only unseen completed tasks appear - Visually distinguish queued messages when sent mid-run - Pipali can fetch fresh webpage content for time-sensitive pages High5/3/2026
0.5.0### 🎁 New - Use the app in French, German, Japanese, or Simplified Chinese - Schedule an automation on multiple days of the week ### 🧪 Improve - Resize app icon to follow Apple styling guidelines on macOS - Reveal app window when clicking the dock icon while hidden to tray - Allow expanding tool call details before result arrives in trajectory outline view - Make GPT models emit user-friendly progress updates while working - Handle very long webpages consistently without truncating too early High4/21/2026
0.4.0### 🎁 New - Copy link, messages, or raw trace of any chat from the sidebar menu - Toggle which skills are visible to Pipali from the skills page ### 🧪 Improve - Click Pipali OS notification to open the app to that conversation on Windows and Mac - Show app version and what's new in app from user profile menu in sidebar ### 🛠️ Fix - Enable Pipali to use Chrome browser on more machine setups - Fix shell sandbox to allow reads from the temp directory Medium3/25/2026
0.3.0## 🎁 New * Empower Pipali to help users onboard, navigate it and re-configure itself by @debanjum in https://github.com/khoj-ai/pipali/pull/17 * Pin conversations to home page for easy, quick access by @debanjum in https://github.com/khoj-ai/pipali/pull/16 * Stream task, automation runs in real-time across multiple devices in https://github.com/khoj-ai/pipali/pull/5 ## 🧪 Improve * Improve UX of Routines by @debanjum in https://github.com/khoj-ai/pipali/pull/15 * Add ability to jump thrLow3/7/2026
0.2.3## 🎁 New * Full text search through all chat messages from search in chat switcher modal in ffeea69b7310bf8ffd2f7b4e02782817400ba70a * Allow naming conversations to make them easy to read and find in 6ec1810b58f5b066833a3682cb6cc63e9a290c0d ## 🧪 Improve * Improve rendering nested lists in chat messages in https://github.com/khoj-ai/pipali/commit/120f1085d6249e7d65bbc5e076ff223478db2655 * Persist Keep Device Awake choice across app restart in new settings.json in https://github.com/khoj-Low3/7/2026
0.2.2## 🎁 New * **Signed Windows app** Windows desktop app is now signed, so no more SmartScreen warnings on install in c55aa58 ## 🧪 Improve * Use platform recommended chat model by default on first run in 9a31fb7 * Enable running git read commands from sandbox in b5701ff ## 🛠️ Fix * **Fix failing Linux AppImage build in CI** in 81992ab **Full Changelog**: https://github.com/khoj-ai/pipali/compare/0.2.1...0.2.2Low2/15/2026
0.2.1## 🧪 Improve * **Confirmations are more compact and readable** in 0e92e0b, 440cb10 * Chrome browser use steps in trajectory are easier to visually understand in a2e8f1d * Permissions settings page is more friendly in 745f444 ## 🛠️ Fix * Client side errors are handled better in 68910fb, fa4d152 * Bump minimum Safari version to 15.4 required to support js findLast in ee52de0 **Full Changelog**: https://github.com/khoj-ai/pipali/compare/0.2.0...0.2.1Low2/15/2026
0.2.0## 🎁 New * **Attach files to chat** Drag-drop, copy-paste, or attach button to attach files directly into your conversation in d23643b, c6ddd87, 8665df5 ## 🧪 Improve * **Improve Viewing Task Run Trajectory** * Enable 3 detail levels (outline, summary, detail) in trajectory dropdown in 16d24bc * Show tool count per category on home page task cards instead of steps taken in f416510 * Make task trajectory overview on chat page more visually informative in 8fb965c * ImprovLow2/15/2026
0.1.1## 🎁 New * Use Pipali on Linux by @debanjum, @CodeCanna in https://github.com/khoj-ai/pipali/pull/4 * Interact with Claude Models, like Opus 4.6, in e286693 * Ask Pipali to email you in 7d5f0dd. This is especially useful when using Routines (get a weekly report in your inbox) ## 🛠️ Fix * Fix opening urls from chat on the desktop app in b2230f ## New Contributors * @CodeCanna for testing the desktop app on Linux **Full Changelog**: https://github.com/khoj-ai/pipali/compare/0.1.0.Low2/7/2026
0.1.0This is the first release of 🌶️ Pipali 🌈! It is an AI system to help you get work done. Pipali is in Beta. Try it out and share feedback, on [Discord](https://discord.gg/BDgyabRM6e) or [Github](https://github.com/khoj-ai/pipali), to guide its development. You can: ## 🏔️ Work Async Assign Pipali a few tasks and go grab a coffee. Track progress, give feedback and get notified when Pipali needs your attention. ## 📑 Create polished deliverables Turn messy inputs into shareable outpuLow2/7/2026

Dependencies & License Audit

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