MuLi 是面向个人电脑的常驻助手。你可以和她聊天、交办任务、管理文件，也可以从不同消息渠道继续同一段协作。沐璃以十八岁少女为形象，定位为数字生命与本地助手。
- 一起做事：搜索资料、管理文件，让多个 agent 分工、交流和复核。
- 记住重要的事：后台整理偏好、事实与关系，按问题查找记忆，保留可核对的原文。
- 随时联系：网页之外，可选接入 Telegram、OneBot/NapCat、QQ 官方机器人、微信 iLink 和 chiliarch。
- 使用电脑：按平台提供无障碍操作、截图与录屏，可收发文件、图片和语音。
- 按你的习惯扩展：配置模型、MCP、Agent Skills 和用户插件，通过自然语言让沐璃协助设置。
开始使用
需要 Python 3.12+ 和 uv。无需构建前端，默认安装不附带本地大模型。
uv tool install muli-agent
MuLi init
初始化会询问称呼、主模型、视觉能力、监听地址和密码，并尝试安装和启动当前用户的后台服务。默认网址为 **http://127.0.0.1:8765**；修改地址或端口后，以终端显示为准。命令也可以写作 muli。
首次初始化希望手动启动时，使用：
MuLi init --no-service
MuLi serve
已有配置时，直接运行 MuLi serve。初始化默认尝试下载只读源码参考，不需要时可加 --no-source。
保留数据从 v2.71 或更早版本升级时，先完成停机数据升级。目前仅提供 Linux 非托管安装的升级入口。
配置、聊天、附件、记忆、插件和日志默认保存在 ~/MuLi。已有配置不会被初始化覆盖；需要自定义位置时，见配置与维护。
模型与权限
支持 OpenAI Chat Completions、Responses 和 Anthropic Messages。工作、审查、压缩和记忆提炼模型未单独配置时复用主模型；不能读图的主模型可搭配独立视觉模型。
最大输出 Token 默认不填写；使用 Anthropic Messages 时必填。Embedding 与 reranker 是可选的独立服务，用于记忆检索，在设置的“媒体与检索”中配置。详见模型设置。
| 权限模式 | 行为 |
|---|---|
| ask | 每次工具调用都询问你 |
| auto | 由独立 agent 审查，有风险时交给你决定 |
| yolo | 自动执行已启用的工具，仍遵守配置的资源限制 |
文件访问目录、工具开关和资源额度都可在设置中调整。Shell 和电脑操作使用当前系统用户的权限，文件目录设置不能代替系统隔离。
后台运行
优先适配 Arch Linux 和其他 Linux。Linux 使用 systemd 用户服务，macOS 使用 LaunchAgent，Windows 使用当前用户计划任务；通常随用户登录启动。桌面操作的可用能力因系统和应用而异，见平台支持。
MuLi service status
MuLi service restart
MuLi doctor
也可在工作台设置中管理服务和查看日志。QQ 官方机器人与微信 iLink 需要可选依赖：
uv tool install 'muli-agent[channels]'
同时使用 MCP 时，可安装 muli-agent[mcp,channels]。安装后按渠道说明完成接入。
使用指南
1 maintainer
Metadata
1 maintainer
Release files for muli-agent 2.72.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| muli_agent-2.72.0.tar.gz | 5.4 MB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| muli_agent-2.72.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.4 MB
Release files / muli_agent-2.72.0.tar.gz
| Download URL | muli_agent-2.72.0.tar.gz |
|---|---|
| Size | 5.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 25, 2026.
Transparency logRelease files / muli_agent-2.72.0-py3-none-any.whl
| Download URL | muli_agent-2.72.0-py3-none-any.whl |
|---|---|
| Size | 1.1 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d62b91c74eb019f084eb5ddaeb0b4359c9fb1e6daa2cf82040d5e0b1d88faee0
|
|
BLAKE2b-256 checksum How to use checksums |
a4db89f8918b65743172c0570c9457132fd3bf195149fe8ee2113761f7ef8b0d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 25, 2026.
Transparency logSecurity for muli-agent 2.72.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for muli_agent-2.72.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 25, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
