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mxbai-climxbai CLI 搜索

Agent Skill

mxbai-cli 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

517

周安装

22

GitHub Stars

3

下载量

181
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:mxbai-cli(mxbai CLI 搜索)
来源仓库:https://github.com/mixedbread-ai/skills
仓库路径:skills/mxbai-cli
安装命令:
npx skills add https://github.com/mixedbread-ai/skills --skill mxbai-cli
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/mixedbread-ai/skills --skill mxbai-cli

简介

mxbai-cli 用于查找、检索和筛选相关信息。

  • 适合根据关键词或任务场景快速定位候选结果。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。
  • 通过 npx 命令从指定仓库安装并使用该技能。
  • 使用前需确认权限范围、维护状态及是否涉及联网或文件操作。
  • mxbai-cli 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

mxbai CLI

The mxbai CLI manages stores, uploads files, performs semantic search, and syncs directories with Mixedbread from the terminal.

Docs: https://www.mixedbread.com/cli.md Agent-readable docs: https://www.mixedbread.com/docs/llms.txt Latest docs search: https://www.mixedbread.com/question?q=cli&section=cli

Installation

npm install -g @mixedbread/cli    # global
npm install --save-dev @mixedbread/cli  # project-local (use npx mxbai)

Requires Node.js >= 20.0. Verify with mxbai --version.

Authentication

Resolved in priority order:

  1. Flag: --api-key mxb_xxxxx or --saved-key <name>
  2. Environment variable: export MXBAI_API_KEY=mxb_xxxxx
  3. Config file: mxbai config set api_key mxb_xxxxx

Get your API key at https://platform.mixedbread.com/platform?next=api-keys

Quick Start

# Create a store and upload docs
mxbai store create "my-docs" --description "Product documentation"
mxbai store upload "my-docs" "docs/**/*.md"

# Search
mxbai store search "my-docs" "How does authentication work?"

# Sync changed files (hash-based detection by default)
mxbai store sync "my-docs" "docs/**"

Decision Tree

  • Upload vs Sync?

- One-time or manual upload → mxbai store upload - Ongoing updates (especially CI/CD) → mxbai store sync

  • Which change detection for sync?

- In a git repo with known base commit → --from-git HEAD~1 (fastest) - Outside git or need exact comparison → hash-based detection (default, compares content hashes)

  • CLI vs SDK?

- Shell scripts, CI/CD, one-off tasks → CLI - Application code, custom logic, programmatic access → Python/TypeScript SDK

Workflows

CI/CD Documentation Sync

Sync documentation to a store on every push using the default hash-based change detection.

GitHub Actions:

name: Sync Documentation
on:
  push:
    branches: [main]
    paths:
      - 'docs/**'

jobs:
  sync:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Install mxbai CLI
        run: npm install -g @mixedbread/cli

      - name: Sync docs to store
        env:
          MXBAI_API_KEY: ${{ secrets.MXBAI_API_KEY }}
        run: |
          mxbai store sync my-docs "docs/**/*.md" \
            --strategy high_quality \
            --yes

For faster change detection in git repos, add --from-git HEAD~1 (requires fetch-depth: 2) or --from-git origin/main (requires fetch-depth: 0).

Key points:

  • Always pass --yes — CI environments are non-interactive and commands hang without it
  • Use --from-git for faster change detection in git repos
  • Store the API key as a secret via MXBAI_API_KEY
  • Use --dry-run in a separate step to preview changes before applying

Preview before syncing:

mxbai store sync "my-docs" "docs/**" --dry-run

Multi-Environment Setup

Manage separate API keys for staging and production.

# Add keys for different environments
mxbai config keys add mxb_xxxxx production
mxbai config keys add mxb_xxxxx staging

# Set production as default
mxbai config keys set-default production

# Use staging for a specific command
mxbai store search staging-docs "query" --saved-key staging

Upload with Manifest

Use a manifest file for complex uploads with per-file metadata and strategy overrides.

# upload-manifest.yaml
version: "1"
defaults:
  strategy: fast
  metadata:
    team: engineering
files:
  - path: docs/getting-started.md
    metadata:
      title: Getting Started Guide
      priority: high
  - path: docs/api-reference.md
    strategy: high_quality
    metadata:
      title: API Reference
  - path: reports/*.pdf
    metadata:
      category: reports
mxbai store upload "my-docs" --manifest upload-manifest.yaml

Store Aliases

Create short aliases for frequently used stores:

mxbai config set aliases.docs "my-documentation-store"
mxbai config set aliases.prod "str_abc123"

# Use aliases in any command
mxbai store search docs "how to deploy"
mxbai store upload prod "files/**/*.md"

Rules

CRITICAL

  • Always pass --yes in CI/CD. Without it, sync and delete commands hang waiting for interactive confirmation that never comes. CI environments don't have a TTY.
  • --contextualization on upload/sync is deprecated since v2.2.0. Configure contextualization at store creation with mxbai store create --contextualization. The flag on upload/sync shows a warning and is ignored.

HIGH

  • --parallel max is 200. The CLI validates and rejects values above 200. Default is 100.
  • --force sync re-uploads everything. It bypasses change detection entirely. Use sparingly — typically only for periodic full re-syncs (e.g., weekly cron).
  • Store names: lowercase letters, numbers, hyphens, and periods only. Invalid names cause creation to fail.

MEDIUM

  • Use --dry-run before first sync. Preview what would be uploaded, changed, or deleted before committing.
  • Use store aliases for frequently-used stores. Avoids typos and long store names in commands.
  • Use --unique on upload to skip duplicates. Prevents re-uploading files that already exist (based on content hash).

Troubleshooting

SymptomCauseFix
"Command not found"Node.js < 20 or not globally installedVerify Node.js >= 20. Try npx mxbai for project-local installs.
"No API key"No key configuredRun mxbai config keys add <key> or set MXBAI_API_KEY env var.
Sync hangs in CIMissing --yes flagPass --yes for non-interactive mode.
Upload timeout for large filesDefault multipart settings insufficientTune --multipart-threshold, --multipart-part-size, --multipart-concurrency.
Store not foundWrong name or aliasCheck aliases with mxbai config get aliases. Verify name uses valid characters.
Contextualization warningDeprecated flag on upload/syncSet contextualization at store creation instead.
Sync detects no changesHash-based detection with modified metadata onlyUse --force to re-upload, or --from-git to detect changes via git.
--from-git misses filesfetch-depth too shallow in CISet fetch-depth: 0 for full history, or fetch-depth: 2 minimum for HEAD~1.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

33.86%
按下载量换算61

Claude

32.62%
按下载量换算59

Cursor

19.72%
按下载量换算36

Gemini CLI

8.9%
按下载量换算16

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

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来源信息

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