FRENES

Chat interfaces · AI agent

AIChat: review, pricing, security and alternatives

AIChat is an open-source AI agent published by sigoden, in the chat interfaces family. AIChat combines multi-model chat, a shell assistant, retrieval workflows, and tool-using agents in a command-line interface. Its repository has 10,516 stars and its last commit is from February 23, 2026.

Score
49/100
Adoption (stars) 24/40
Activity (commits, releases) 5/30
Framework (licence, control, models) 20/30
Open sourceSelf-hostableLast commit 8 months agoHigh risk

What AIChat does

AIChat 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 #17 of the 17 projects of this family listed in the directory.

You use it from: terminal (CLI) and API. Usable models: GPT (OpenAI), Claude (Anthropic), Gemini (Google), local models (Ollama, llama.cpp, vLLM…), and any OpenAI-compatible model. It can run on your own machine or server.

Who is AIChat 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 are comfortable in a terminal, your data must stay on your machines, and you want the option of a local model, with no API fees.

Access and human control

According to its documentation, AIChat can:

  • run commands in a terminal
  • read and edit files

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, AIChat's access.

AIChat pricing

The code is free, under the Apache-2.0 licence.

Getting started with AIChat

  1. Install it: the project ships as a compiled Rust binary (direct download or cargo install). The exact command is in the repository README.
  2. Pick the model: an API key from a provider, or a local model if your machine has enough graphics memory (the VRAM calculator tells you).
  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 AIChat:

  • Sensitive access: it can run commands in a terminal, with no established default human approval.

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 March 3, 2023, the sigoden/aichat repository has 10,516 stars, 746 forks and 53 open issues, with 989 commits in total. Last change 8 months ago.

Over the last 52 weeks: 5 commits, an average of 0.1 per week.

Nov 2, : 0 · Nov 2, 2025Nov 2,Nov 9, : 1 · Nov 9, 2025Nov 16, : 0 · Nov 16, 2025Nov 23, : 0 · Nov 23, 2025Nov 30, : 0 · Nov 30, 2025Dec 7, : 1 · 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, : 1 · Jan 11, 2026Jan 18, : 0 · Jan 18, 2026Jan 25, : 0 · Jan 25, 2026Feb 1, : 1 · Feb 1, 2026Feb 8, : 0 · Feb 8, 2026Feb 15, : 0 · Feb 15, 2026Feb 22, : 0 · Feb 22, 2026Feb 22,Mar 1, : 1 · 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, : 0 · Apr 12, 2026Apr 19, : 0 · Apr 19, 2026Apr 19,Apr 26, : 0 · Apr 26, 2026May 3, : 0 · May 3, 2026May 10, : 0 · May 10, 2026May 17, : 0 · May 17, 2026May 24, : 0 · May 24, 2026May 31, : 0 · May 31, 2026Jun 7, : 0 · Jun 7, 2026Jun 14, : 0 · Jun 14, 2026Jun 14,Jun 21, : 0 · Jun 21, 2026Jun 28, : 0 · Jun 28, 2026Jul 5, : 0 · Jul 5, 2026Jul 12, : 0 · Jul 12, 2026Jul 19, : 0 · Jul 19, 2026Jul 26, : 0 · Jul 26, 2026Aug 2, : 0 · Aug 2, 2026Aug 9, : 0 · Aug 9, 2026Aug 9,Aug 16, : 0 · Aug 16, 2026Aug 23, : 0 · Aug 23, 2026Aug 30, : 0 · Aug 30, 2026Sep 6, : 0 · Sep 6, 2026Sep 13, : 0 · Sep 13, 2026Sep 20, : 0 · Sep 20, 2026Sep 27, : 0 · Sep 27, 2026Oct 4, : 0 · Oct 4, 2026Oct 4,Oct 11, : 0 · Oct 11, 2026Oct 18, : 0 · Oct 18, 2026Oct 25, : 0 · Oct 25, 2026Oct 25,
Commits per week on the main repository, last 52 weeks (GitHub API, checked October 25, 2026).

31 releases in total; 0 in the last twelve months. Latest release: v0.30.0, on July 6, 2025.

v0.12.0 · Dec 26, 2023v0.12.0Dec 26, 2023v0.13.0 · Feb 25, 2024v0.14.0 · Mar 7, 2024v0.15.0 · Apr 7, 2024v0.16.0 · Apr 11, 2024v0.17.0 · May 13, 2024v0.18.0 · Jun 1, 2024v0.19.0 · Jul 3, 2024v0.20.0 · Aug 2, 2024v0.21.0 · Sep 3, 2024v0.21.1 · Sep 4, 2024v0.22.0 · Sep 18, 2024v0.23.0 · Oct 24, 2024v0.24.0 · Nov 25, 2024v0.25.0 · Dec 10, 2024v0.26.0 · Dec 30, 2024v0.27.0 · Jan 28, 2025v0.28.0 · Feb 18, 2025v0.29.0 · Mar 28, 2025v0.30.0 · Jul 6, 2025v0.30.0Jul 6, 2025
The latest 20 releases published on GitHub (hover a point for details).

AIChat 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 : 2.5K2.5KAIChatAIChat : 10.5K10.5K
Log scale; AIChat in orange. Checked October 25, 2026.

AIChat 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
AIChatopen source4910.5K ★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: 49/100, computed only from public, verifiable data, with no subjective testing or partnership:

  • Adoption 24/40: 10,516 stars on a log scale (40 points from about 200,000).
  • Activity 5/30: last commit 8 months ago, 0 releases in six months, 5 commits in a year.
  • Framework 20/30: 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

AIChat is a project to watch: compare it with the alternatives before adopting it.

Strengths

  • Can run on your side: data under control
  • Free choice of model
  • Permissive licence (Apache-2.0)

Limitations

  • Broad access without default approval
  • No commit for 8 months

Avoid if…

  • You cannot isolate it (container, virtual machine)

Frequently asked questions

Is AIChat free?

The software is free (Apache-2.0 licence). You still pay for the model calls, unless you use a local model.

Is AIChat safe?

Our risk level: high. Points found: sensitive access. Give it minimum rights and approve irreversible actions.

Which models does AIChat use?

According to its documentation: GPT (OpenAI), Claude (Anthropic), Gemini (Google), local models (Ollama, llama.cpp, vLLM…), and any OpenAI-compatible model.

Can AIChat be installed on your own server?

Yes, from the sigoden/aichat repository. Data then stays with you, but security and updates are your job.

What are the alternatives to AIChat?

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

AIChat or AnythingLLM: what is the difference?

Both belong to the chat interfaces family. AIChat has 10.5K 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