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Chat interfaces · agent platform

Ekko Studio: review, pricing, security and alternatives

Ekko Studio is an open-source agent platform published by EKKOLearnAI, in the chat interfaces family. Ekko Studio provides a local-first AI workspace for multi-agent conversations, coding, and visual workflows on desktop and web. Its repository has 11,531 stars and its last commit is from October 24, 2026.

Score
65/100
Adoption (stars) 25/40
Activity (commits, releases) 30/30
Framework (licence, control, models) 10/30
Open sourceSelf-hostableActively maintainedModerate risk

What Ekko Studio does

Ekko Studio belongs to the chat interfaces family: multi-model chat interfaces, often self-hostable, with built-in tools, agents and MCP servers. On our grid it ranks #10 of the 17 projects of this family listed in the directory.

You use it from: desktop app and web app. It can run on your own machine or server.

Who is Ekko Studio for?

It targets people who want a single chat interface for several models, often self-hosted, with tools and agents plugged in. Typical tasks people give it:

  • chat with several models from one window
  • share an internal assistant with a team
  • connect documents and tools to the chat

It is a good candidate if you prefer doing everything in a browser, with no install and your data must stay on your machines.

Access and human control

Its documentation does not detail the access granted to the agent: check the settings before connecting it to your accounts.

We could not establish whether it asks for human approval before sensitive actions: test it first on an unimportant account or folder.

Run commands in a terminalRun commands in a terminal : 6 %6 %Read and edit filesRead and edit files : 18 %18 %Drive a web browserDrive a web browser : 12 %12 %Call online services and APIsCall online services and APIs : 6 %6 %Read and send messagesRead and send messages : 12 %12 %Control the screen, keyboard and mControl the screen, keyboard and m : 6 %6 %
Share of the 17 agents in the family that have each access, according to their documentation. In orange, Ekko Studio's access.

Ekko Studio pricing

The code is public but the repository declares no licence: reuse is not formally allowed. The real cost comes from model calls: each loop step sends the whole context back to the model, and a task of several dozen steps can cost far more than a single question. The LLM price calculator estimates it for the chosen model.

Getting started with Ekko Studio

  1. Install it: the project ships as a Node.js package (install with npm, or run directly with npx). The exact command is in the repository README.
  2. Create an API key with the model provider and put it in an environment variable, never in a shared or versioned file.
  3. Give it a first playground with nothing at stake: a test folder, a secondary account or a throwaway project. Only open your real accounts once you have seen how it behaves.
  4. Give it a short, checkable task, review the result and its action log, then raise the difficulty step by step.

Security: risk level

The interface stores your API keys and conversation history: protect its access and backups.

Points found for Ekko Studio:

  • No licence: legally shaky for company use.

Three habits: least privilege (minimal rights, dedicated keys), human approval for irreversible actions, a sandbox for code execution. The AI agent security check reviews your setup in a few minutes.

Project activity and releases

Created on April 11, 2026, the EKKOLearnAI/ekko-studio repository has 11,531 stars, 1,432 forks and 373 open issues, with 1,721 commits in total. It received changes this month.

Over the last 52 weeks: 1,686 commits, an average of 32.4 per week.

Nov 2, : 0 · Nov 2, 2025Nov 2,Nov 9, : 0 · Nov 9, 2025Nov 16, : 0 · Nov 16, 2025Nov 23, : 0 · Nov 23, 2025Nov 30, : 0 · Nov 30, 2025Dec 7, : 0 · Dec 7, 2025Dec 14, : 0 · Dec 14, 2025Dec 21, : 0 · Dec 21, 2025Dec 28, : 0 · Dec 28, 2025Dec 28,Jan 4, : 0 · Jan 4, 2026Jan 11, : 0 · Jan 11, 2026Jan 18, : 0 · Jan 18, 2026Jan 25, : 0 · Jan 25, 2026Feb 1, : 0 · Feb 1, 2026Feb 8, : 0 · Feb 8, 2026Feb 15, : 0 · Feb 15, 2026Feb 22, : 0 · Feb 22, 2026Feb 22,Mar 1, : 0 · Mar 1, 2026Mar 8, : 0 · Mar 8, 2026Mar 15, : 0 · Mar 15, 2026Mar 22, : 0 · Mar 22, 2026Mar 29, : 0 · Mar 29, 2026Apr 5, : 0 · Apr 5, 2026Apr 12, : 9 · Apr 12, 2026Apr 19, : 73 · Apr 19, 2026Apr 19,Apr 26, : 76 · Apr 26, 2026May 3, : 52 · May 3, 2026May 10, : 58 · May 10, 2026May 17, : 100 · May 17, 2026May 24, : 65 · May 24, 2026May 31, : 86 · May 31, 2026Jun 7, : 128 · Jun 7, 2026Jun 14, : 74 · Jun 14, 2026Jun 14,Jun 21, : 76 · Jun 21, 2026Jun 28, : 53 · Jun 28, 2026Jul 5, : 50 · Jul 5, 2026Jul 12, : 54 · Jul 12, 2026Jul 19, : 53 · Jul 19, 2026Jul 26, : 46 · Jul 26, 2026Aug 2, : 49 · Aug 2, 2026Aug 9, : 61 · Aug 9, 2026Aug 9,Aug 16, : 44 · Aug 16, 2026Aug 23, : 49 · Aug 23, 2026Aug 30, : 47 · Aug 30, 2026Sep 6, : 72 · Sep 6, 2026Sep 13, : 53 · Sep 13, 2026Sep 20, : 34 · Sep 20, 2026Sep 27, : 45 · Sep 27, 2026Oct 4, : 45 · Oct 4, 2026Oct 4,Oct 11, : 40 · Oct 11, 2026Oct 18, : 37 · Oct 18, 2026Oct 25, : 57 · Oct 25, 2026Oct 25,
Commits per week on the main repository, last 52 weeks (GitHub API, checked October 25, 2026).

162 releases in total; 27 in the last twelve months. Latest release: v0.7.39, on October 23, 2026.

v0.7.25 · Sep 28, 2026v0.7.25Sep 28, 2026v1.0.5 · Sep 29, 2026v0.7.26 · Sep 30, 2026v1.0.6 · Oct 2, 2026v0.7.28 · Oct 2, 2026v0.7.27 · Oct 2, 2026v0.7.29 · Oct 3, 2026v0.7.30 · Oct 5, 2026v0.7.31 · Oct 7, 2026v0.7.32 · Oct 8, 2026v0.7.33 · Oct 10, 2026v1.0.7 · Oct 12, 2026v0.7.34 · Oct 12, 2026v0.7.35 · Oct 14, 2026v0.7.36 · Oct 15, 2026hermes-0.22.2-runtime · Oct 15, 2026v1.0.8 · Oct 19, 2026v0.7.37 · Oct 19, 2026v0.7.38 · Oct 20, 2026v0.7.39 · Oct 23, 2026v0.7.39Oct 23, 2026
The latest 20 releases published on GitHub (hover a point for details).

Ekko Studio vs other chat interfaces

GitHub stars of the best-rated open-source projects in the chat interfaces family. Stars measure attention, not quality: a heavily promoted project collects them fast, a specialised tool will have few.

AnythingLLMAnythingLLM : 67.5K67.5KCherry StudioCherry Studio : 52.9K52.9KAionUiAionUi : 33.7K33.7KHappyHappy : 24.3K24.3KOpen WebUIOpen WebUI : 156.6K156.6KCopilotKitCopilotKit : 38.2K38.2Kbig-AGIbig-AGI : 7.2K7.2KLocally UncensoredLocally Uncensored : 2.5K2.5KEkko StudioEkko Studio : 11.5K11.5K
Log scale; Ekko Studio in orange. Checked October 25, 2026.

Ekko Studio and other chat interfaces at a glance

The 7 best-ranked agents in the same family, 7 of them open source. The score out of 100 only applies to open-source projects; for proprietary services we show the published entry price. A dash marks information the documentation does not state.

Quick comparison: chat interfaces
AgentModelScoreStars or entry priceSelf-hostableHuman approval
Ekko Studioopen source6511.5K ★yes–
AnythingLLMopen source8967.5K ★yes–
Cherry Studioopen source8852.9K ★yes–
AionUiopen source8533.7K ★yes–
Happyopen source8424.3K ★yes–
Open WebUIopen source83156.6K ★yes–
CopilotKitopen source8138.2K ★yes–
big-AGIopen source747.2K ★yes–

How we rated it

Score: 65/100, computed only from public, verifiable data, with no subjective testing or partnership:

  • Adoption 25/40: 11,531 stars on a log scale (40 points from about 200,000).
  • Activity 30/30: last commit less than a month ago, 27 releases in six months, 1,686 commits in a year.
  • Framework 10/30: licence, default human approval, self-hosting, model choice and documentation site.

The score does not say whether the agent will succeed at your tasks: it measures how solid the project is. The full grid is on the method page.

Verdict

Ekko Studio is a serious option; check the limitations below before granting it access.

Strengths

  • Very active development
  • Frequent releases (27 in a year)
  • Can run on your side: data under control

Limitations

  • No licence declared

Frequently asked questions

Is Ekko Studio free?

The software is public, with no declared licence. You still pay for the model calls, unless you use a local model.

Is Ekko Studio safe?

Our risk level: mid. Points found: no licence. Give it minimum rights and approve irreversible actions.

Which models does Ekko Studio use?

Its documentation does not specify the supported models.

Can Ekko Studio be installed on your own server?

Yes, from the EKKOLearnAI/ekko-studio repository. Data then stays with you, but security and updates are your job.

What are the alternatives to Ekko Studio?

In the same family: AnythingLLM, Cherry Studio, AionUi, and Happy.

Ekko Studio or AnythingLLM: what is the difference?

Both belong to the chat interfaces family. Ekko Studio has 11.5K stars against 67.5K for AnythingLLM. The right choice mostly depends on the access you are willing to give it.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score