MULTI-TENANT · MULTI-MODEL · BY OPS FORGE

Launch an AI chatbot for any client site — in one line.

One backend, every client a tenant. The bot customizes itself per business — branding, knowledge, lead capture, and booking. Powered by Claude, GPT, or Gemini.

<script src="https://bot.ops4ge.com/embed.js" data-tenant="acme" defer></script>

How it works

A visitor's message flows through the embedded widget to the model and streams back — and when there's intent, it captures a lead or sends a booking link.

VISITORasks a questionWIDGETembed.js · shadow DOMAI MODELclaude · gpt · geminiLEAD CAPTUREDBOOKING SENT

Everything a client bot needs

Any model, per client

Claude, GPT, or Gemini — chosen per tenant. Same streaming + tools across all three.

Streaming + tools

Real-time replies that capture leads and surface Calendly / Meet / Zoom booking buttons.

RAG knowledge

Vector search over each business's docs (Atlas + embeddings) so answers stay grounded.

Shadow-DOM widget

One script tag. Isolated styles that never clash with the host site, themed per brand.

Keys, scopes, limits

Org-scoped API keys, per-session/IP rate limiting, allow-listed domains. Production-ready.

Agent-native

A CLI and an MCP server — build and manage chatbots from the terminal or with an AI agent.

1

Plug into a site

Paste once before </body>. Swap acme for the client's tenant id — branding loads automatically from /api/config.

<script src="https://bot.ops4ge.com/embed.js" data-tenant="acme" defer></script>
2

Build with agents & code

Create a key in the dashboard (Admin → API keys), then drive Bot Forge from the terminal or hand it to an AI agent.

CLI

bot-forge

Manage chatbots from your shell.

export BOTFORGE_API_KEY=bf_live_...
npx bot-forge whoami
npx bot-forge create acme.json
npx bot-forge knowledge acme faq.txt
npx bot-forge leads acme
MCP

hosted MCP

Let Claude build & manage bots as tools — nothing to install.

claude mcp add --transport http bot-forge \
  https://bot.ops4ge.com/api/mcp \
  --header "Authorization: Bearer bf_live_..."

Tools: create_chatbot · add_knowledge · list_leads · get_embed_snippet

3

Manage everything