workflowstacks
automation

SearchCLI

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems
1,175 stars33 forksTypeScriptUpdated 9/7/2026100% free · open source
What it does

SearchCLI integrates AI search, recommendation, and conversational retrieval into agent systems and business systems through a command-line interface

When to use it
  • •Building a custom chatbot that requires advanced search capabilities
  • •Integrating AI-powered recommendation engines into an e-commerce platform
  • •Developing a voice assistant that needs to retrieve information from a large database
Ready-to-paste prompt
npx ts-node src/search.ts -q 'find all products with price greater than 100' -f json
Heads up: Make sure you have Node.js (>=14.17.0) and TypeScript (>=4.3.5) installed on your system, as SearchCLI relies on these specific versions for compatibility
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/searchcli && curl -fsSL https://workflowstacks.com/api/skills/searchcli/claude-skill -o ~/.claude/skills/searchcli/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How SearchCLI works
Codeflow
Free to inspect

SearchCLI is a large TypeScript project (~38k lines across 218 code files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, Apache-2.0 license, has a test suite.

Size
Large codebase
~38k lines · 218 code files · ~5 h to skim
Setup
Install as a skill / plugin
Add it to Claude Code (or your AI tool) with one command — 14 skills inside. Nothing to run yourself.
Runs on
Inside your AI tool
Helper scripts use Node.js
TypeScript 92%JavaScript 7%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    bin/run.js
    Where the program starts running
  3. 3
    src/index.ts
    Inside src/ — the main logic begins here
  4. 4
    examples/eval-set.json
    A worked example — copy this to get going
What's in each folder
src/Core code — the actual logic171 files
skills/Prompts, skills & agent definitions118 files
bin/Command-line entry points1 files
templates/Templates41 files
docs/Documentation6 files
examples/Examples you can copy2 files
scripts/Helper scripts18 files
READMEHas testsDocumentedExamples includedApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
volcengine
Language
TypeScript
Category
automation
Published
5/8/2026

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