Sikaru Docs
概览
作者提供的说明(英文原文)
Read-only search over the public Sikaru documentation: managed agents, inference, evals and traces.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i3 项中通过 3 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新★ –
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 搜索与 AI 记忆
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:3 项中通过 3 项
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 可以做 1 件事(工具) searchDocs
- 注册中心没有列出需要填写的密钥。
你需要
- 在云端运行无需安装任何东西,通过互联网连接
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
- 打开 Settings → Connectors
- 点击 Add custom connector
- 粘贴下面的地址,然后点击 Add
- 如果要求登录,请登录作者的服务
https://docs.sikaru.ai/_mcp/server在终端中运行这条命令
claude mcp add --transport http docs https://docs.sikaru.ai/_mcp/server或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"docs": {
"url": "https://docs.sikaru.ai/_mcp/server"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"docs": {
"type": "http",
"url": "https://docs.sikaru.ai/_mcp/server"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
- 打开网页版 ChatGPT → Settings → Connectors (Apps)
- 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
- 粘贴下面的地址,起个名字,然后保存
- 如果要求登录,请登录作者的服务
https://docs.sikaru.ai/_mcp/server菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它能做什么
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
searchDocsSearch the documentation at https://docs.sikaru.ai. Returns relevant doc passages with source URLs.
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 sikaru.ai 验证(注册中心会核实域名所有权)
- … 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- ✓ 通过
端点有响应
在 391 毫秒内响应(HTTP 200)
- – 不适用
使用 OAuth 登录
无需登录
- ✓ 通过
工具描述中没有隐藏指令
已读取 1 个工具描述,未发现针对 AI 的隐藏指令
与“搜索与 AI 记忆”中的其他服务器比较i
- 星标数多于此分类中其他 5696 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5696 个服务器的 91% 更新
- 基础检查结果等于或优于此分类中其他 5696 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
Sikaru Docs 安全吗?
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(1.0.0)于4天前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
有什么可以替代它?
同一分类中有:Context7, Codebase Memory, Exa
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Sikaru plugins and skills
The official Sikaru plugin for Claude Code and Codex, plus the same skills for any agent that loads SKILL.md files: Cursor, Devin, Capy, Pi, OpenCode, Gemini CLI, GitHub Copilot, Amp, Cline, Windsurf, Goose and more. Your coding agent learns to sign you up for Sikaru, choose a project, and then work with it: call catalog models, ask System One decisions, write and publish managed agents, evaluate them in RL environments, and upload traces.
The plugin also connects the public Sikaru docs over MCP (sikaru-docs, https://docs.sikaru.ai/_mcp/server). That server is read-only and needs no credentials.
Install
Claude Code
claude plugin marketplace add aadi-labs/sikaru-plugins
claude plugin install sikaru@sikaru
Codex
codex plugin marketplace add aadi-labs/sikaru-plugins
codex plugin add sikaru@sikaru
Any agent with skills
npx skills add aadi-labs/sikaru-plugins
The installer detects the agents you have and asks where to install. To pick one, pass its name with -a (add -g to install for your user instead of the project):
| Agent | Command |
|---|---|
| Pi | npx skills add aadi-labs/sikaru-plugins -a pi |
| OpenCode | npx skills add aadi-labs/sikaru-plugins -a opencode |
| Cursor | npx skills add aadi-labs/sikaru-plugins -a cursor |
| Devin for Terminal | npx skills add aadi-labs/sikaru-plugins -a devin |
| Gemini CLI | npx skills add aadi-labs/sikaru-plugins -a gemini-cli |
| GitHub Copilot | npx skills add aadi-labs/sikaru-plugins -a github-copilot |
| Amp | npx skills add aadi-labs/sikaru-plugins -a amp |
| Cline | npx skills add aadi-labs/sikaru-plugins -a cline |
| Windsurf | npx skills add aadi-labs/sikaru-plugins -a windsurf |
| Goose | npx skills add aadi-labs/sikaru-plugins -a goose |
| Factory Droid | npx skills add aadi-labs/sikaru-plugins -a droid |
| Kilo Code | npx skills add aadi-labs/sikaru-plugins -a kilo |
| Roo Code | npx skills add aadi-labs/sikaru-plugins -a roo |
| Zed | npx skills add aadi-labs/sikaru-plugins -a zed |
| Warp | npx skills add aadi-labs/sikaru-plugins -a warp |
| OpenHands | npx skills add aadi-labs/sikaru-plugins -a openhands |
| Kiro CLI | npx skills add aadi-labs/sikaru-plugins -a kiro-cli |
| Qwen Code | npx skills add aadi-labs/sikaru-plugins -a qwen-code |
Any other agent that reads SKILL.md files works too: copy a folder from skills/ into its skills directory. See the full list of supported agents.
Capy
Capy installs this repository as a plugin, skills and docs server together: open Settings → MCP & plugins, choose From GitHub repository, and enter https://github.com/aadi-labs/sikaru-plugins. Click Sync on the plugin page to pick up new versions. To keep the skills in one repository instead, install them where Capy reads repository skills:
npx skills add aadi-labs/sikaru-plugins -a universal
That writes to .agents/skills/, which Capy, Cursor, Codex, OpenCode, Pi and other agents all read.
Docs over MCP in other agents
Claude Code, Codex and Capy get the docs server from the plugin. Elsewhere, add https://docs.sikaru.ai/_mcp/server as a remote MCP server (Streamable HTTP, no credentials):
- OpenCode, in
opencode.json:{"mcp": {"sikaru-docs": {"type": "remote", "url": "https://docs.sikaru.ai/_mcp/server"}}} - Gemini CLI, in
~/.gemini/settings.json:{"mcpServers": {"sikaru-docs": {"httpUrl": "https://docs.sikaru.ai/_mcp/server"}}} - Cursor, in
.cursor/mcp.json:{"mcpServers": {"sikaru-docs": {"url": "https://docs.sikaru.ai/_mcp/server"}}} - GitHub Copilot in VS Code, in
.vscode/mcp.json:{"servers": {"sikaru-docs": {"type": "http", "url": "https://docs.sikaru.ai/_mcp/server"}}}
Agents without MCP, such as Pi, read the same docs as Markdown: start at https://docs.sikaru.ai/llms.txt.
Then ask your agent
- "Set me up with Sikaru."
- "List the Sikaru models and chat with the cheapest one that supports reasoning."
- "Write a Sikaru agent for this repository, validate it and run one task."
- "Run my eval dataset against the live agent and show me the failures."
Skills
| Skill | Use it to |
|---|---|
sikaru | Start any Sikaru task. It routes to the skills below and holds the shared rules. |
sikaru-setup | Install the CLI, sign up or sign in, choose a project, get an API key, add credits |
sikaru-inference | List and compare catalog models, and chat from the CLI or the OpenAI-shaped SDKs |
sikaru-decision | Ask System One choice, yes-or-no and score questions about a text or JSON state |
author-sikaru-agent | Write, validate, review, publish and run a managed agent from one Markdown document |
sikaru-evals | Push environment datasets, run evals against the live agent, and read the failures |
sikaru-traces | Upload OTLP, ATIF or OpenInference traces and read run trajectories |
Requirements
The skills drive the sikaru CLI. They need a build with the decision and credits groups (sikaru decision --help should work):
curl -fsSL https://app.sikaru.ai/install.sh | sh # macOS and Linux
npm install -g @aadi-labs/sikaru-cli # any platform with Node.js 20+
Code uses the published SDKs, which share the CLI's version:
| Language | Install | Import |
|---|---|---|
| Python | pip install sikaru-sdk or uv add sikaru-sdk | from sikaru_sdk import SikaruApi |
| TypeScript | npm install @aadi-labs/sikaru-sdk | import { SikaruApi } from "@aadi-labs/sikaru-sdk" |
Signing up and signing in both start with sikaru login, which also saves your default project. Agents without the CLI follow https://sikaru.ai/auth.md. Code, servers and CI use a project API key in SIKARU_API_KEY, created in the dashboard at https://app.sikaru.ai.
Work is prepaid with credits, and an agent can fund it: sikaru credits add --amount 20 creates an offer that an agent wallet pays, even for a brand-new organization. People can instead save a card in Billing at https://app.sikaru.ai, which also adds a one-time $5 starting credit.
Repository layout
| Path | Contents |
|---|---|
.claude-plugin/ | Claude Code plugin and marketplace manifests |
.codex-plugin/, .agents/plugins/ | Codex plugin and marketplace manifests |
.mcp.json | The sikaru-docs MCP server for Claude Code and Codex |
server.json | The docs server's MCP Registry entry, ai.sikaru/docs |
plugin.json, mcp.json | Agent Plugins manifest and MCP servers, used by Capy and other spec-following hosts |
skills/ | The skills; each has a SKILL.md and Codex metadata in agents/openai.yaml |
skills.sh.json | Skill list for npx skills |
scripts/validate.py | Manifest, skill and CLI-command checks |
Development
python3 scripts/validate.py --cli "$(which sikaru)"
claude plugin validate .
The --cli check runs every sikaru … command the skills mention with -h. A renamed or removed CLI command fails the check.
License
MIT