ABS · AI Business System

net.ucaiPublished by ucai.netOfficial publisherv1.0.0Updated Oct 30, 2026

Lean operations knowledge base built on DBS: cited answers, tool cards, plans and diagnoses.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryBusiness & Commerce

Overview

AI-generated overview

Remote ABS (AI Business System) endpoint that lets an assistant look up lean and operational-excellence methods, get cited answers, study courses, draft plans…

What you can do
  • Search and read lean and operational-excellence methods such as 5S, standard work, takt and staffing, SMED, kaizen, TPM and OEE, pull and kanban, VOC and value selling
  • Get answers with sources and fetch the original page to check them
  • Study ABS courses
  • Turn a one-sentence request into an execution plan with a schedule
  • Diagnose production data, documents or shop-floor photos
When to use it
Useful when an assistant should answer lean-manufacturing and operational-excellence questions from a curated, source-cited knowledge base rather than general model knowledge, or when you want quick plans and diagnoses of operations material.
Requirements
Remote MCP endpoint reached over HTTPS; OAuth sign-in is required for the connector flow, or an ABS access token supplied as an Authorization Bearer header (or via ABS_TOKEN). Search works without an account; whole tool cards, cited answers, courses, plans and diagnoses need an ABS account and token.
Before you install
The access token acts as your account, with the same permissions and visibility, and is stored in a local config file until logout. Diagnose sends your question and the named file to ABS and its third-party AI model, so check before sending confidential material. Plans are saved as drafts in your ABS account; diagnoses are saved only when explicitly requested.

Installation

In SourceWeft

  1. Open ABS · AI Business System in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/net.ucai%2Fabs/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "abs-ai-business-system": {
      "type": "http",
      "url": "https://www.ucai.net/api/agent/mcp"
    }
  }
}

README

ABS Skill · AI Business System

中文 · English

中文

ABS Skill 让 Claude Code、Codex、WorkBuddy、OpenClaw 等 AI Agent 直接调用 ABS（AI 企业精益经营系统）：

  • 查精益与经营方法：5S、标准作业、节拍与配员、快速换模、改善周、问题解决、日常管理与安灯、战略部署、价值流、TPM 与 OEE、拉动与看板、客户之声、价值销售、人才发展、并购整合等；
  • 带出处回答，能取原文页核对；
  • 学 ABS 课程；
  • 一句话生成带时间规划的规划书；
  • 对生产数据、文档或现场照片做业务诊断。

回答来自 ABS 的知识库（94 张工具卡、1,600 多条规则与参数，每条带出处），知识库建立在对丹纳赫业务系统（DBS）的深入研究之上，不是模型的通用印象。

安装

用在哪命令
支持 Agent Skills 的大多数 Agentnpx skills add hypergraphdev/abs-skills
Claude Code/plugin marketplace add hypergraphdev/abs-skills，再 /plugin install abs-business-system@abs-skills
OpenClawopenclaw skills install @hypergraphdev/abs-business-system
Gemini CLIgemini extensions install https://github.com/hypergraphdev/abs-skills
手动下载 https://www.ucai.net/api/agent/skill.zip，解压到 Agent 的技能目录

不装技能，直接用 MCP 连

支持 MCP 的应用可以不装技能，直接连 https://www.ucai.net/api/agent/mcp，能做的事一样（11 个工具）：

  • claude.ai、ChatGPT 等：在「连接器」里添加这个地址，按提示登录 ABS、点「同意」，不用复制令牌；连过的应用在「个人设置 → 已连接的应用」里随时可以断开。
  • Claude Code：claude mcp add --transport http abs https://www.ucai.net/api/agent/mcp，再输入 /mcp 登录授权。
  • Cursor 等用配置文件的应用：在 MCP 配置里写上这个地址，加请求头 Authorization: Bearer <你的访问令牌>。

第一次使用

检索不用账号，装好就能用。看整张工具卡、带出处问答、学课程、规划和诊断需要 ABS 账号和访问令牌：登录 https://www.ucai.net， 在「个人设置 → 访问令牌」里生成一个，交给你的 Agent。没有账号可以在 https://www.ucai.net/trial 申请试用。

它运行什么、发送什么、保存什么

  • 运行：Agent 决定使用这个技能时，运行 scripts/abs.py（只用 Python 标准库，不安装任何包）。
  • 联网：只通过 HTTPS 访问 https://www.ucai.net/api/agent/v1/（或你用 --base-url、ABS_BASE_URL 指定的 ABS 站点），不访问别的地址。
  • 发送的内容：你的访问令牌（放在请求头里）、检索词、问题、规划需求；只有 diagnose 会发送你指定的那个文件。
  • 本机保存：令牌和站点地址存在 ~/.config/abs-business-system/config.json（Windows 在 %APPDATA%），文件权限只有你本人可读；logout 会删掉令牌。page 把取回的原文页存成当前目录下的 PNG。
  • 读取的环境变量：ABS_TOKEN、ABS_BASE_URL，设置了才读，作为 login 之外的另一种配置方式。
  • ABS 服务端：用 ABS 的知识库作答，并调用第三方大模型服务生成文字；发给模型之前，会把你在 ABS 里登记过的对象名、产线名、人名换成代号。规划会存成你 ABS 账号里的草稿；诊断只在加 --save 时保存。

隐私

  • 令牌等同于你本人：权限、可见范围、到期时间都跟着你的账号，只在 ABS 的 Agent 接口上有效，随时可以撤销。
  • diagnose 会把你给的问题和文件发给 ABS 及其 AI 模型，涉及机密前请先确认。

完整的隐私政策（Privacy Policy）。

ABS 为独立产品，与丹纳赫无隶属、赞助或背书关系。

English

The ABS Skill lets AI agents such as Claude Code, Codex, WorkBuddy and OpenClaw use ABS (AI Business System):

  • look up lean and operational-excellence methods: 5S, standard work, takt and staffing, SMED, kaizen events, problem solving, daily management and andon, policy deployment, value streams, TPM and OEE, pull and kanban, VOC, value selling, talent development, M&A integration and more;
  • answer with sources, and fetch the original page to check them;
  • study ABS courses;
  • turn one sentence into an execution plan with a schedule;
  • diagnose operations data, documents or shop-floor photos.

Answers come from the ABS knowledge base (94 tool cards, 1,600+ rules and parameters, each with its source), built on in-depth study of the Danaher Business System (DBS), not from the model's general knowledge.

Install

WhereCommand
Most agents that support Agent Skillsnpx skills add hypergraphdev/abs-skills
Claude Code/plugin marketplace add hypergraphdev/abs-skills, then /plugin install abs-business-system@abs-skills
OpenClawopenclaw skills install @hypergraphdev/abs-business-system
Gemini CLIgemini extensions install https://github.com/hypergraphdev/abs-skills
Manualdownload https://www.ucai.net/api/agent/skill.zip and unzip it into your agent's skills folder

Connect over MCP instead

Apps that support MCP can skip the skill and connect to https://www.ucai.net/api/agent/mcp directly, with the same 11 tools:

  • claude.ai, ChatGPT and similar: add the URL as a connector, sign in to ABS and click Allow — no token to copy. Disconnect any time under Personal Settings → Connected apps.
  • Claude Code: claude mcp add --transport http abs https://www.ucai.net/api/agent/mcp, then run /mcp to sign in.
  • Cursor and other apps configured by file: add the URL to the MCP config with the header Authorization: Bearer <your access token>.

First use

Search works right after install, with no account. Whole tool cards, cited answers, courses, plans and diagnoses need an ABS account and an access token: sign in at https://www.ucai.net, create one under Personal Settings → Access tokens, and give it to your agent. No account yet? Request a trial at https://www.ucai.net/trial.

What it runs, sends and stores

  • Runs: scripts/abs.py when your agent decides to use the skill. It uses the Python standard library only and installs nothing.
  • Network: HTTPS to https://www.ucai.net/api/agent/v1/ only (or the ABS site you set with --base-url or ABS_BASE_URL). No other destination.
  • Sends: your access token (in the request header), search terms, questions and plan requests; only diagnose sends a file, and only the file you name.
  • Stores on your machine: the token and site address in ~/.config/abs-business-system/config.json (%APPDATA% on Windows), readable only by you; logout removes the token. page saves the fetched page as a PNG in the current folder.
  • Environment variables read: ABS_TOKEN and ABS_BASE_URL, only if you set them, as an alternative to login.
  • ABS server side: answers come from the ABS knowledge base, with a third-party large-language-model service writing the text. Before anything is sent to the model, ABS replaces the object, line and people names registered in your ABS account with placeholders. Plans are saved as drafts in your ABS account; diagnoses are saved only with --save.

Privacy

  • The token acts as you: same permissions, visibility and expiry as your account. It only works on the ABS agent API and can be revoked at any time.
  • diagnose sends your question and file to ABS and its AI model. Check before sending anything confidential.

Read the full Privacy Policy.

ABS is an independent product, not affiliated with, sponsored or endorsed by Danaher.

License

MIT-0

Source: README.md at commit e9588e7

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestOct 15, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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