Discover / LLM Ops & Observability

Agenta

by agenta-aiTypeScript

Open-source LLMOps platform for prompt management and evaluation.

Toolexperimental

Maturity: experimental because latest release v0.106.1 is pre 1.0. Derived from release and commit history, not a rating.

Stars
4.4k
Forks
605
Downloads / mo
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Last commit
2026-08-03
License
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Market and trust evidence

Edition not yet matched

No exact skills.sh identity match is available for this repository. Repository adoption and freshness remain visible above; install momentum is not inferred.

Trust analysis is a screening signal, not a security warranty. Read the ranking and trust methodology.

In practice

Written by AI from this repository’s README · high confidence

Building a useful agent means writing code and moving every task to metered API billing before you know it works.

Use it when

Use it when you want teammates to build and share agents through chat and run recurring ones on a schedule.

Not the right pick when

It supports Claude Code and Pi as harnesses today, so other harnesses are still on the roadmap.

Capabilities

  • build agents by chatting and connecting the apps they need
  • shared workspace where you and the agent work on files
  • human approval and per tool permissions for background agents
  • background agents that run on a schedule or on an app event
  • define agents with AGENTS.md, skills and MCP servers
  • tracing of every run plus version history of agent configuration

Requirements

  • a harness such as Claude Code or Pi
  • self hosting if you want to use an existing Claude or ChatGPT subscription

Cost: Free and open source

Install

Derived from the published package name in the repository, not from a model.

Video walkthroughs

Third-party YouTube uploads matched to this tool by title, channel and repository name on 2026-08-03. Not made, reviewed or endorsed by SkillPilot. View counts and publish months are as of the match date and the month is approximate. Nothing loads from YouTube until you press play.

What the repository ships

Ships CLAUDE.mdHas docsHas examplesSecurity policyCI configured

Detected from the actual files in the repository root.

Latest release v0.106.1

Published 2026-07-30

What's Changed

  • [feat] Agent-first sidebar for new signups, Playground as app default

by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/5478

  • [release] v0.106.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/5468
  • [feat] Agent-first sidebar for new signups, Playground as app default (v0.106.1) by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5536
  • [refactor] Single source of truth for trace span types by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5465
  • [refactor] Drop duplicate EvaluationRun type, align step-reference shape by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5466
  • feat(frontend): Surface parked connect prompts in an interaction dock by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/5521
  • chore(deps): bump next from 15.5.18 to 15.5.21 in /web/ee by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5533
  • [fix] Keep Home on Home after creating your first agent by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/5525
  • chore(frontend): Remove dead SessionDrawerButton copied from TraceDrawer by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5457
  • [fix] Resolve API trailing slashes in place instead of redirecting by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5487
  • fix(frontend): remove repeated tool trace links by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5483
  • [refactor] Delete duplicate InfiniteVirtualTable, migrate to @agenta/ui by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5471
  • chore(deps): bump dompurify from 3.4.2 to 3.4.12 in /web by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5441
  • chore(deps): bump js-yaml from 4.2.0 to 4.3.0 in /web by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5442
  • chore(deps-dev): bump esbuild from 0.23.1 to 0.28.1 in /services/runner by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5371
  • fix(frontend): drive latest-edited symlink + open nested file links in Files by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5523
  • chore(deps): bump @opentelemetry/core from 2.0.1 to 2.8.0 in /services/runner by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5370
  • chore(deps): bump axios from 1.16.0 to 1.18.0 in /web/packages/agenta-shared by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/5428
  • [chore] Modernize tsconfig + add native TS7 type-check by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5472
  • fix(api): resolve zip-namespace collisions when merging drive mounts by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5524
  • fix(frontend): resolve the refractor chunk failure that remounts the playground and closes the Advanced drawer by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5323
  • [fix] Bound the session-records fetch and consume the persist-drop signal by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5501
  • feat(frontend): agent chat attachments + drive uploads by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5459
  • feat(frontend): agent chat voice input — dictation + voice messages by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/5458
  • fix(railway): restore runner and mount connectivity by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5485
  • [5417] fix(api): declare mount binary responses and regenerate the Fern client by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5518
  • fix(hosting): runner containers leak zombie processes; run them under an init by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5557
  • chore(repo): consolidate committed agent skills under .agents/skills and publish four local skills by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/5558
  • [fix] Unblock editing schedule and subscription triggers by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/5552
  • [fix] Sort playground chat sessions by last message

Tags

README

<p align="center">

<a href="https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">

<picture >

<source width="275" media="(prefers-color-scheme: dark)" srcset="https://github.com/user-attachments/assets/97e31bfc-b1fc-4d19-b443-5aedf6029017" >

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<img alt="Shows the logo of agenta" src="https://github.com/user-attachments/assets/fdc5f23f-2095-4cfc-9511-14c6851c1262" >

</picture>

</a>

<div align="center">

<strong> <h1> The open-source workspace for building and running agents </h1></strong>

<img width="1800" height="680" alt="agenta-github-banner" src="https://github.com/user-attachments/assets/afc83f8f-d644-4dc6-bae7-b26ed2512986" />


Build agents that automate your work by chatting with them. Share them with your team, connect them to the apps you use, and run them in the background.

</div>

</div>

<div align="center">

<a href="https://trendshift.io/repositories/46?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-46" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/46" alt="Agenta-AI%2Fagenta | Trendshift" width="250" height="55"/></a>

</div>

<h3 align="center">

<a href="https://agenta.ai/docs/?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Documentation</b></a> &bull;

<a href="https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Website</b></a> &bull;

<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Agenta Cloud</b></a>

</h3>

<p align="center">

<a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>

<a href="./README.cn.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>

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<a href="./README.kr.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>

</p>


<p align="center">

<img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT license." />

<a href="https://agenta.ai/docs/?utm_source=github&utm_medium=referral&utm_campaign=readme">

<img src="https://img.shields.io/badge/Doc-online-green" alt="Doc">

</a>

<a href="https://github.com/Agenta-AI/agenta/blob/main/CONTRIBUTING.md">

<img src="https://img.shields.io/badge/PRs-Welcome-brightgreen" alt="PRs welcome" />

</a>

<a href="https://pypi.org/project/agenta/">

<img src="https://img.shields.io/pypi/dm/agenta" alt="PyPI - Downloads">

</a>

</br>

</p>

<p align="center">

<a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-37pnbp5s6-mbBrPL863d_oLB61GSNFjw">

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</picture>

</a>

</p>


What is Agenta?

Agenta is an open-source workspace where you build specialized agents that automate and augment your work.

You build agents by chatting with them. You describe the work, connect the apps they need, and improve them through feedback.

You can work with your agents directly in chat and share them with your team.

For recurring work, you can build background agents. These agents run on a schedule or when an event occurs.

Why use Agenta?

Use your Claude or ChatGPT subscription

When you self-host Agenta, you can run agents locally with your existing Claude or ChatGPT subscription. You do not need to move every task to metered API billing.

Choose your harness and model

Switch harnesses and models without rebuilding your agent. Agenta already supports almost any model, whether self-hosted or accessed through an API. Agenta supports Claude Code and Pi as harnesses today, with more harnesses planned.

Build with open agent standards

Define your agent with AGENTS.md, skills, and MCP servers. You can bring skills and MCP servers from the agent ecosystem into Agenta.

Make your agents more reliable over time

Agenta traces every run and keeps a version history of each agent configuration. Use this history to understand failures, compare changes, and improve your agents over time.

Features

Workspaces for you and your agents. Work with your agent on files in a shared workspace. Together, you can write documents, organize research, or maintain a wiki.

Human approval and permissions. Specify permissions for each tool. Choose which actions background agents can run automatically, which need your approval, and which are blocked.

Background agents. Run agents on a schedule or start them when an event occurs in a connected app.

Tracing, usage, and cost. Inspect every model and tool call. Track model requests, token usage, and estimated costs for each agent.

Team access. The open-source version lets you share agents with your team and control access by role.

Integrations. Connect your agents to the applications you use through MCP, or integrate with more than 1,000 apps through Composio, including Gmail, Slack, Notion, and GitHub.

Get started

Try Agenta Cloud

The fastest way to try Agenta.

<p align="center">

<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">

<picture >

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</p>

Self-host Agenta

Paste this into your agent and it will walk you through setup and testing:


1. Install the Agenta self-hosting skill: npx skills add Agenta-AI/agenta-skills
2. Help me self-host Agenta with its repository.

For more details, read the self-hosting documentation.

Roadmap

Harnesses

Models

  • [x] OpenAI
  • [x] Anthropic
  • [x] OpenRouter
  • [x] Mistral AI
  • [x] Cohere
  • [x] Anyscale
  • [x] Perplexity AI
  • [x] DeepInfra
  • [x] Together AI
  • [x] Groq
  • [x] Google Gemini
  • [x] Azure
  • [x] AWS Bedrock
  • [x] MiniMax
  • [x] OpenAI-compatible models
  • [x] Self-hosted models (Ollama)
  • [ ] Create an issue to prioritize yours

Agent runtimes

  • [x] Local runtime
  • [x] Daytona sandboxes
  • [x] Docker sandboxes
  • [ ] E2B sandboxes
  • [ ] AgentComputer
  • [ ] Vercel
  • [ ] Cloudflare
  • [ ] Modal
  • [ ] BoxLite
  • [ ] Create an issue to prioritize yours

Features

  • [x] Schedules
  • [x] Events from connected apps
  • [x] MCP servers (API key + unauthenticated)
  • [ ] Generic webhook triggers
  • [ ] Additional MCP transports (OAuth)
  • [ ] Channels (Slack, Telegram, Discord, Teams)
  • [ ] Mobile version

See the complete roadmap. Want to help with one of these items? Open a discussion or contribute.

How Agenta compares

n8n, Activepieces, and Zapier

These products are designed for building workflows with predefined steps. Agenta is designed for work that requires an agent to plan, use tools, and adapt its approach. Use a workflow builder for predictable processes. Use Agenta when the work needs judgment, or when you want the same agent to work with you in chat and run in the background.

Claude Cowork

Claude Cowork provides a workspace built around Claude. Agenta is open source and lets you choose your harness and model, inspect the components of your agents, and run them interactively or in the background.

Claude Code, Codex, Pi, and OpenCode

These coding agents provide the execution layer that plans work and uses tools. Agenta adds the shared workspace around that execution layer: files, team access, triggers, versions, and traces. Agenta supports Claude Code and Pi today. Support for more harnesses is on the roadmap.

Community and contributing

Agenta is open source under the MIT License. You can inspect the code, run it yourself, and help shape what we build next.

If Agenta is useful to you, star the repository and tell us what you build.

⭐ Star Agenta

Consider giving us a star! It helps us grow our community and gets Agenta in front of more developers.

</br>

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<a href="https://github.com/agenta-ai/agenta">

<img width="300" alt="Star us" src="https://github.com/user-attachments/assets/2c8e580a-c930-4312-bf1b-08f631b41c62" />

<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">

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Contributors ✨

<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->

All Contributors

<!-- ALL-CONTRIBUTORS-BADGE:END -->

Thanks goes to these wonderful people (emoji key):

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->

<!-- prettier-ignore-start -->

<!-- markdownlint-disable -->

<table>

<tbody>

<tr>

<td align="center" valign="top" width="14.28%"><a href="https://github.com/SamMethnani"><img src="https://avatars.githubusercontent.com/u/57623556?v=4?s=100" width="100px;" alt="Sameh Methnani"/><br /><sub><b>Sameh Methnani</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=SamMethnani" title="Code">💻</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=SamMethnani" title="Documentation">📖</a></td>

<td align="center" valign="top" width="14.28%"><a href="https://github.com/suadsuljovic"><img src="https://avatars.githubusercontent.com/u/8658374?v=4?s=100" width="100px;" alt="Suad Suljovic"/><br /><sub><b>Suad Suljovic</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=suadsuljovic" title="Code">💻</a> <a href="#design-suadsuljovic" title="Design">🎨</a> <a href="#mentoring-suadsuljovic" title="Mentoring">🧑‍🏫</a> <a href="https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3Asuadsuljovic" title="Reviewed Pull Requests">👀</a></td>

<td align="center" valign="top" width="14.28%"><a href="https://github.com/burtenshaw"><img src="https://avatars.githubusercontent.com/u/19620375?v=4?s=100" width="100px;" alt="burtenshaw"/><br /><sub><b>burtenshaw</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=burtenshaw" title="Code">💻</a></td>

<td align="center" valign="top" width="14.28%"><a href="http://abram.tech"><img src="https://avatars.githubusercontent.com/u/55067204?v=4?s=100" width="100px;" alt="Abram"/><br /><sub><b>Abram</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=aybruhm" title="Code">💻</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=aybruhm" title="Documentation">📖</a></td>

<td align="center" valign="top" width="14.28%"><a href="http://israelabebe.com"><img src="https://avatars.githubusercontent.com/u/7479824?v=4?s=100" width="100px;" alt="Israel Abebe"/><br /><sub><b>Israel Abebe</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Avernu" title="Bug reports">🐛</a> <a href="#design-vernu" title="Design">🎨</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=vernu" title="Code">💻</a></td>

<td align="center" valign="top" width="14.28%"><a href="https://github.com/SohaibAnwaar"><img src="https://avatars.githubusercontent.com/u/29427728?v=4?s=100" width="100px;" alt="Master X"/><br /><sub><b>Master X</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=SohaibAnwaar" title="Code">💻</a></td>

<td align="center" valign="top" width="14.28%"><a hr

Truncated. Read the full README on GitHub ↗

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