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Django admin MCP integration - expose Django admin models to MCP clients

Project description

django-admin-mcp

Alpha PyPI version PyPI downloads Python versions Django Tests codecov Ruff uv Pydantic v2 Typed: mypy Django Packages License Documentation

Expose Django admin models to MCP (Model Context Protocol) clients via HTTP. Add a mixin to your ModelAdmin classes and get instant access to CRUD operations, admin actions, model history, and more.


โœจ Features

  • ๐Ÿ“ฆ Zero dependencies โ€” only Django and Pydantic required
  • ๐Ÿ” Token authentication โ€” secure Bearer token auth with configurable expiry
  • ๐Ÿ›ก๏ธ Django admin permissions โ€” respects existing view/add/change/delete permissions
  • ๐Ÿ”’ Field filtering โ€” control which fields are exposed via mcp_fields and mcp_exclude_fields
  • ๐Ÿ“ Full CRUD โ€” list, get, create, update, delete operations
  • โšก Admin actions โ€” execute registered Django admin actions
  • ๐Ÿ“ฆ Bulk operations โ€” create, update, or delete multiple records at once
  • ๐Ÿ” Model introspection โ€” describe model fields and relationships
  • ๐Ÿ”— Related objects โ€” traverse foreign keys and reverse relations
  • ๐Ÿ“œ Change history โ€” access Django admin's history log
  • ๐Ÿ”Ž Autocomplete โ€” search suggestions for foreign key fields

๐Ÿ“ฅ Installation

pip install django-admin-mcp

Add to your Django project:

# settings.py
INSTALLED_APPS = [
    'django_admin_mcp',
    # ...
]

# urls.py
from django.urls import path, include

urlpatterns = [
    path('mcp/', include('django_admin_mcp.urls')),
    # ...
]

Run migrations to create the token model:

python manage.py migrate django_admin_mcp

๐Ÿš€ Quick Start

1๏ธโƒฃ Expose Your Models

Add the mixin to any ModelAdmin. Set mcp_expose = True to expose direct tools:

from django.contrib import admin
from django_admin_mcp import MCPAdminMixin
from .models import Article, Author

@admin.register(Article)
class ArticleAdmin(MCPAdminMixin, admin.ModelAdmin):
    mcp_expose = True  # Exposes list_article, get_article, etc.
    list_display = ['title', 'author', 'published']

@admin.register(Author)
class AuthorAdmin(MCPAdminMixin, admin.ModelAdmin):
    pass  # Discoverable via find_models, no direct tools

๐Ÿ”’ Protecting Sensitive Fields

Use mcp_exclude_fields to prevent sensitive data exposure:

@admin.register(User)
class UserAdmin(MCPAdminMixin, admin.ModelAdmin):
    mcp_expose = True
    # Never expose sensitive fields via MCP
    mcp_exclude_fields = ['password', 'security_token']

2๏ธโƒฃ Create an API Token

Go to Django admin at /admin/django_admin_mcp/mcptoken/ and create a token. Tokens can optionally be tied to users, groups, or have direct permissions assigned.

3๏ธโƒฃ Configure Your MCP Client

Add to your MCP client settings (~/.claude/claude_desktop_config.json or project .mcp.json):

{
  "mcpServers": {
    "django-admin": {
      "url": "http://localhost:8000/mcp/",
      "headers": {
        "Authorization": "Bearer YOUR_TOKEN"
      }
    }
  }
}

4๏ธโƒฃ Use with Your Agent

Once configured, the agent can use the tools directly:

User: What models are available in Django admin?
Agent: [calls find_models tool]

User: Show me the latest 10 articles
Agent: [calls list_article with limit=10]

User: Get article #42 and update its title to "New Title"
Agent: [calls get_article with id=42, then update_article]

๐Ÿ› ๏ธ Available Tools

For each exposed model (e.g., Article), the following tools are generated:

๐Ÿ“ CRUD Operations

Tool Description
list_article List all articles with pagination (limit, offset) and filtering
get_article Get a single article by id
create_article Create a new article with field values
update_article Update an existing article by id
delete_article Delete an article by id

๐Ÿ” Model Introspection

Tool Description
find_models Discover all exposed models and their available tools
describe_article Get field definitions, types, and constraints

โšก Admin Actions

Tool Description
actions_article List available admin actions for the model
action_article Execute an admin action on selected records
bulk_article Bulk create, update, or delete multiple records

๐Ÿ”— Relationships

Tool Description
related_article Get related objects via foreign keys
history_article View Django admin change history
autocomplete_article Search suggestions for autocomplete fields

๐ŸŒ HTTP Protocol Reference

For custom integrations, the MCP endpoint accepts POST requests:

# List available tools
curl -X POST http://localhost:8000/mcp/ \
  -H "Authorization: Bearer TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"method": "tools/list"}'

# Call a tool
curl -X POST http://localhost:8000/mcp/ \
  -H "Authorization: Bearer TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"method": "tools/call", "name": "list_article", "arguments": {"limit": 10}}'

๐Ÿ’ฌ Example Conversations

๐Ÿ“ CRUD Operations

User: Create a new article titled "Getting Started with Django"

Agent: I'll create that article for you.
[calls create_article with title="Getting Started with Django"]
Created article #15: "Getting Started with Django"

User: Update article 15 to add content

Agent: [calls update_article with id=15, content="..."]
Updated article #15 successfully.

User: Delete article 15

Agent: [calls delete_article with id=15]
Deleted article #15.

โšก Admin Actions

User: Mark articles 1, 2, and 3 as published

Agent: [calls action_article with action="mark_as_published", ids=[1,2,3]]
Marked 3 articles as published.

๐Ÿ“ฆ Bulk Operations

User: Set status to "archived" for articles 10-15

Agent: [calls bulk_article with operation="update", ids=[10,11,12,13,14,15], data={"status": "archived"}]
Updated 6 articles.

User: Delete all draft articles from last month

Agent: [calls list_article to find drafts, then bulk_article with operation="delete"]
Deleted 12 draft articles.

๐Ÿ”— Exploring Relationships

User: Show me all comments on article 42

Agent: [calls related_article with id=42, relation="comments"]
Found 8 comments on article #42...

User: What changes were made to article 42?

Agent: [calls history_article with id=42]
Change history for article #42:
- 2024-01-15: Changed title (admin)
- 2024-01-10: Created (admin)

๐Ÿ” Model Discovery

User: What can I manage through MCP?

Agent: [calls find_models]
Available models:
- article (5 tools: list, get, create, update, delete)
- author (5 tools: list, get, create, update, delete)
- category (5 tools: list, get, create, update, delete)

User: What fields does article have?

Agent: [calls describe_article]
Article fields:
- id (AutoField, read-only)
- title (CharField, max_length=200, required)
- content (TextField, optional)
- author (ForeignKey to Author, required)
- published (BooleanField, default=False)
- created_at (DateTimeField, auto)

๐Ÿ” Security

๐Ÿ—๏ธ Two-Level Exposure

Models with MCPAdminMixin are automatically discoverable via the find_models tool, allowing the agent to see what's available. To expose full CRUD tools directly, set mcp_expose = True:

# Discoverable via find_models only
class AuthorAdmin(MCPAdminMixin, admin.ModelAdmin):
    pass

# Full tools exposed (list_article, get_article, etc.)
class ArticleAdmin(MCPAdminMixin, admin.ModelAdmin):
    mcp_expose = True

๐Ÿ”‘ Token Authentication

  • ๐ŸŽซ Tokens are created in Django admin
  • ๐Ÿ‘ค Tokens can be associated with a user, groups, or have direct permissions
  • ๐Ÿšซ Tokens without any permissions have no access (principle of least privilege)
  • โฐ Token expiry is configurable (default: 90 days)
  • ๐Ÿ—‘๏ธ Revoke tokens by deleting them in admin

๐Ÿ›ก๏ธ Permission Checking

All operations respect Django admin permissions:

Operation Required Permission
list_* / get_* ๐Ÿ‘๏ธ view
create_* โž• add
update_* โœ๏ธ change
delete_* ๐Ÿ—‘๏ธ delete

If a token lacks permission, the operation returns an error.


๐Ÿ“‹ Requirements

Dependency Version
๐Ÿ Python >= 3.10
๐ŸŒ Django >= 3.2
๐Ÿ“ Pydantic >= 2.0

โœ… Supported Django Versions

Django 3.2 ยท 4.0 ยท 4.1 ยท 4.2 ยท 5.0


๐Ÿ“„ License

GPL-3.0-or-later

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