ChipsAI MCP Server
MCP (Model Context Protocol) server for ChipsAI — manage chatbots, conversations, documents, and AI models from Claude Code, Claude Desktop, or any MCP client.
Requirements
Quick Start
No installation needed with uv:
uv run --script server.py
Or install manually:
pip install "mcp[cli]" httpx
python server.py
Configuration
The server uses environment variables for authentication:
| Variable | Description | Default |
|---|---|---|
CHIPSAI_API_URL | API base URL | https://ai.chipsbuilder.com |
CHIPSAI_USERNAME | Your ChipsAI username | — |
CHIPSAI_PASSWORD | Your ChipsAI password | — |
Claude Code
Add to your project's .mcp.json:
{
"mcpServers": {
"chipsai": {
"command": "uv",
"args": ["run", "--script", "/path/to/chipsai-mcp/server.py"],
"env": {
"CHIPSAI_API_URL": "https://ai.chipsbuilder.com",
"CHIPSAI_USERNAME": "your-username",
"CHIPSAI_PASSWORD": "your-password"
}
}
}
}
Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"chipsai": {
"command": "uv",
"args": ["run", "--script", "/path/to/chipsai-mcp/server.py"],
"env": {
"CHIPSAI_USERNAME": "your-username",
"CHIPSAI_PASSWORD": "your-password"
}
}
}
}
Available Tools
Chatbot Management
| Tool | Description |
|---|---|
list_chatbots | List all chatbots for the authenticated user |
get_chatbot | Get full chatbot details (prompt, model, colors, etc.) |
create_chatbot | Create a new chatbot (returns embed script tag) |
update_chatbot | Update chatbot fields (name, prompt, model, theme, colors, etc.) |
delete_chatbot | Soft-delete (deactivate) a chatbot |
get_chatbot_config | Get public widget configuration |
get_chatbot_analytics | Get analytics: messages, sessions, daily stats, devices, countries |
Documents (RAG)
| Tool | Description |
|---|---|
upload_document | Upload PDF/DOC/DOCX to a chatbot's knowledge base (LlamaParse) |
Conversations
| Tool | Description |
|---|---|
list_conversations | List conversations, optionally filtered by chatbot |
create_conversation | Create a new conversation |
get_conversation | Get conversation details |
update_conversation | Update conversation title |
delete_conversation | Delete a conversation and all messages |
get_conversation_messages | Get all messages from a conversation |
Widget History
| Tool | Description |
|---|---|
list_conversation_history | List widget conversation sessions (paginated, filter by chatbot) |
get_session_messages | Get all messages from a widget conversation session |
Chat
| Tool | Description |
|---|---|
send_message | Send a message and get AI response (auto-creates conversation) |
User & Models
| Tool | Description |
|---|---|
get_user_plan | Get credit balance, unlimited status, usage stats |
list_ai_models | List available AI models by provider with credit costs |
Credit System
ChipsAI uses a credit-based pricing model:
| Tier | Credits/msg | Models |
|---|---|---|
| Free | 0 | Llama 4 Scout, Llama 3.3 70B, Llama 3.1 8B (Groq) |
| Economy | 0.5 | Mistral Nemo, DeepSeek Chat |
| Standard | 1.0 | GPT-4o-mini, Gemini 2.5 Flash, Mistral Small, Claude Haiku 4.5 |
| Premium | 2.0 | GPT-4o, Mistral Large, DeepSeek Reasoner |
| Top | 3.0 | GPT-4.1, Claude Sonnet 4.6, Gemini 2.5 Pro |
Credit packages: 150 credits for €5 | 700 for €20 | 2000 for €50. Credits never expire. Bring your own API key to use any model for free (no credits consumed).
Usage Examples
Once configured, use natural language in Claude:
- "List my chatbots"
- "Create a chatbot called Support Bot"
- "Upload the product catalog PDF to my chatbot"
- "Send a test message to my chatbot"
- "Show analytics for the last 7 days"
- "Change the chatbot model to Claude Sonnet 4.6"
- "What's my credit balance?"
- "What AI models are available?"
Authentication
The server uses JWT with automatic token refresh. Tokens are obtained via username/password and refreshed transparently — no manual token management needed.
License
MIT