Keila MCP Server

This repository contains a Model Context Protocol (MCP) server that acts as a secure, multi-tenant proxy between an AI Assistant and the Keila backend API. It exposes 34 MCP tools covering 6 resource domains with full CRUD, transactional messaging, and system operations.

✨ Features

• 🔑 Identity Passthrough — Extracts the Authorization: Bearer <token> header from incoming HTTP requests and forwards it to the Keila API without server-side authentication.

• 👥 Multi-Tenancy — Uses Python contextvars to maintain thread-safe user identity isolation, ensuring all AI-driven actions are scoped to the authenticated user's permissions.

• 📊 Full Keila Coverage — 34 tools mapped to Keila REST API endpoints across 6 resource domains.

• ⚡ TOON Optimization — Bulk list responses are automatically compressed using TOON (Token-Optimized Object Notation) to reduce token consumption and maximize context window efficiency.

• 🚀 Efficient Gets — GET responses return only commonly used fields by default. Full objects are available via an include_all_fields flag.

• 🧪 Comprehensive Testing — 75 automated tests covering all tool domains, run via the test runner pipeline.

Related MCP server: keila-mcp

🔧 Environment Variables

📦 Installation & Local Development

1. Ensure you have Python 3.12+ installed.

2. Install dependencies:

   pip install fastmcp httpx pydantic uvicorn toon-mcp-server

3. Run the server:

   export KEILA_BASE_URL=http://keila-app:4000
   export MCP_SERVER_PORT=80
   python -m src.main

🐳 Docker Deployment

Build and run the server using Docker:

docker build -t keila-mcp:latest .
docker run -d --name keila-mcp \
    -e KEILA_BASE_URL="http://keila-app:4000" \
    -e MCP_SERVER_PORT=80 \
    -e ALLOW_ALL_AGGREGATE=false \
    keila-mcp:latest

The MCP server serves at http://keila-mcp:80/mcp (Streamable HTTP).

⚠️ Important Notes

• 📋 include_all_fields — The include_all_fields parameter (available on all get_* and list_* tools) controls whether all available fields are included in responses. Defaults to False for performance; set to True only when additional fields are needed.

• 🔒 ALLOW_ALL_AGGREGATE — Controls whether aggregate listing tools respect the include_all_fields parameter. When set to false (default), all aggregate list operations silently return only default fields regardless of the caller's request.

• ⚡ TOON Compression — All bulk list responses are automatically compressed using TOON to reduce token consumption by 30–60%.

• 📝 Required Fields & Defaults — Each create_* tool requires specific key fields. All other fields default to empty strings or reasonable values.

🛠️ API Tool Mapping

The server implements 34 MCP tools organized into the following categories:

📧 Campaigns (7 tools)

• list_all_campaigns — List all campaign records

• get_campaign_by_id — Get a single campaign by ID

• create_campaign — Create a new campaign

• update_campaign — Update an existing campaign

• delete_campaign_by_id — Delete a campaign by ID

• send_campaign — Queue a campaign for immediate delivery

• schedule_campaign — Schedule a campaign for future delivery

🎯 Segments (5 tools)

• list_all_segments — List all segment records

• get_segment_by_id — Get a single segment by ID

• create_segment — Create a new segment

• update_segment — Update an existing segment

• delete_segment_by_id — Delete a segment by ID

👥 Contacts (7 tools)

• list_all_contacts — List all contact records

• get_contact_by_id — Get a single contact by ID, email, or external ID

• create_contact — Create a new contact

• update_contact — Update an existing contact

• delete_contact_by_id — Delete a contact by ID, email, or external ID

• update_contact_data — Shallow-merge custom data fields on a contact

• replace_contact_data — Replace all custom data fields on a contact

📝 Forms (6 tools)

• list_all_forms — List all form records

• get_form_by_id — Get a single form by ID

• create_form — Create a new form

• update_form — Update an existing form

• delete_form_by_id — Delete a form by ID

• submit_form — Submit a form to create or update a contact

📄 Templates (5 tools)

• list_all_templates — List all template records

• get_template_by_id — Get a single template by ID

• create_template — Create a new template

• update_template — Update an existing template

• delete_template_by_id — Delete a template by ID

🛠️ Senders, Transactional Messages & System Tools (4 tools)

• list_all_senders — List all sender records

• send_transactional_message — Send a transactional message

• render_transactional_message — Render a transactional message without sending it

• check_server_status — Check connectivity to the Keila backend