@torchv-team/ais-mcp

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🚀 TorchV AIS Knowledge Base MCP Server

A production-ready MCP server that enables read / write / edit / file transfer operations directly on the AIS enterprise knowledge base.

Related MCP server: Engineering Standards MCP Server

✨ Features

• 📚 Unified access to AIS knowledge base

• 🛠️ Full MCP toolchain (read / write / management)

• ⚡ One-command startup via npx

• 🔌 Supports both STDIO and HTTP (streamable) transports

• 🔐 Fine-grained permission control (readonly / write / admin)

🚀 Installation & Run

npx -y @torchv-team/ais-mcp

🔑 Required Configuration

Before starting, set the following environment variables:

export KB_EXECUTE_URL="https://bot.torchv.com"
export KB_TOKEN="your-token"

🌐 How to get KB_EXECUTE_URL

📌 Steps:

1. Open your AIS instance

2. Copy the site origin from the browser address bar

👉 Example:

https://bot.torchv.com

🔐 How to get KB_TOKEN

Recommended:

AIS → Admin Center → API Keys → Create Key

Temporary (not recommended for production):

Browser DevTools → Network → Inspect request → Copy token

⚙️ Optional Configuration

export KB_MODE="readonly"   # readonly | write | admin
export KB_TIMEOUT_SECONDS="30"
export KB_DEFAULT_REPO_CODE="TEAM_DOCS"
export KB_EXTRA_HEADERS_JSON='{"x-foo":"bar"}'

🛡️ Permission Levels

• 🟢 readonly → Read-only access

• 🟡 write → Allows write / upload / publish

• 🔴 admin → Full control (move / delete)

🧩 Run Modes

🖥️ STDIO Mode (Local MCP Client)

npm run build
node dist/cli.js

or:

npm run dev
npm run start

🌍 Streamable HTTP Mode

npm run build
node dist/cli.js \
  --transport streamable-http \
  --host 127.0.0.1 \
  --port 3000 \
  --path /mcp

or:

npm run dev:http
npm run start:http

📌 Parameters:

--transport streamable-http
--host 127.0.0.1
--port 3000
--path /mcp

🔌 Claude / Codex Configuration

STDIO

{
  "mcpServers": {
    "ais": {
      "command": "npx",
      "args": ["-y", "@torchv-team/ais-mcp"],
      "env": {
        "KB_EXECUTE_URL": "https://your-ais-domain",
        "KB_TOKEN": "your-token",
        "KB_MODE": "readonly"
      }
    }
  }
}

HTTP Mode

{
  "mcpServers": {
    "ais-http": {
      "type": "streamable-http",
      "url": "http://127.0.0.1:3000/mcp"
    }
  }
}

🛠️ Tooling Overview

📖 Read-only

• kb_list_repos

• kb_list_path

• kb_tree

• kb_search

• kb_read_document

• kb_render_link

• kb_download_file

• kb_get_download_link

✏️ Write

• kb_write_document

• kb_patch_document

• kb_create_directory

• kb_copy_document

• kb_publish_document

• kb_upload_file

🔧 Admin

• kb_move_document

• kb_delete_document

🧠 About AIS

AIS is TorchV’s core product — not just a traditional knowledge base, but:

🧠 An Enterprise AI Knowledge Engine

Core Capabilities

• 🔄 Transform scattered data → structured knowledge

• 🔍 Searchable

• 🧩 Governable

• ⚡ Composable

• 📈 Optimizable

🎁 Try AIS

📲 Contact us (CEO WeChat):