AutobotX

The all in one enabled system for CFAO Mobility Nigeria.

AutobotX puts 141 operational workflows, an intelligent guide bot named AutoX, live department communities, direct messaging, document processing, and a full Model Context Protocol hub in front of every team in the organization.

Live application: https://autobotx-hnctut.v2.appdeploy.ai/

AutobotX MCP endpoint: https://api-v2.appdeploy.ai/app/autobotx-hnctut/api/mcp

What is inside

• 17 department bays covering Sales and Distribution, Marketing and Communications, Finance and Accounting, Human Resources, Legal and Compliance, Operations and Logistics, Customer Support and Aftersales, Engineering and IT, Data and Analytics, Design and Experience, Product Management, Enterprise Knowledge, Productivity and Planning, Business Operations, Research and Innovation, Plugin Studio, and the Document Center.

• 141 workflow skills sourced from the knowledge work plugins catalog. Every skill runs as a structured form: an objective field, a context field, and a drag and drop document zone.

• AutoX, a guide bot that knows the full catalog and routes any request to the right workflow with one click buttons.

• Individual user accounts with a personal history of every workflow run, AutoX exchange, and external tool call.

• A departments dropdown where anyone can join a department community. Each community is a live, synchronized channel, and colleagues who share a department can message each other directly in real time.

• Document upload in PDF, DOCX, PPTX, XLSX, CSV, TXT and image formats. Every deliverable downloads as DOCX, PPTX, XLSX, CSV or TXT.

• A dedicated MCP server handling core organizational state, plus the ability to accept, connect and route requests to any external MCP server.

• A strict plain text output contract: model prompts and a server side sanitizer keep markdown artifacts out of every input and output.

Related MCP server: MonoMCP Gateway

Architecture

The app targets the AppDeploy platform (frontend plus backend).

• frontend: React 19, Vite, Tailwind CSS, HashRouter. Pages live in src/pages, shared UI in src/components, state and helpers in src/lib.

• backend/index.ts: API routes for profiles, departments, community channels, direct messages, workflow runs, history, document extraction, the MCP registry and organizational state.

• backend/brain.ts: the AI engine. Builds the per skill system prompts, runs AutoX, and scrubs every output.

• backend/mcp.ts: the AutobotX MCP server (JSON-RPC 2.0 over streamable HTTP) and the proxy that connects external MCP servers.

• backend/catalog.ts: the generated catalog of 17 departments and 141 skills.

• Realtime updates flow over WebSockets through the entity subscription pattern in backend/realtime-subscribers.ts.

Note: the platform injects the AppDeploy SDK packages at deploy time, so this repository intentionally does not list them in package.json and will not build standalone without the AppDeploy toolchain.

Design

A workshop and showroom identity: asphalt ink surfaces, concrete grey work areas, CFAO signal red, Saira Semi Condensed display type with IBM Plex Sans and IBM Plex Mono, departments presented as numbered service bays, and a hazard tape signature stripe.

MCP tools

The AutobotX MCP server exposes six tools to any connected client: list_departments, list_skills, run_skill, autox_guide, org_state_get and org_state_set.