Atlas / MCP servers / vintasoftware / Django AI Boost

Django AI BoostSAFE

mcp/vintasoftware/django-ai-boost

A MCP server for Django applications, inspired by Laravel Boost.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
—
Transport
stdio
License
MIT
Stars
113
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

A Model Context Protocol (MCP) server for developing Django applications, inspired by Laravel Boost. This server exposes Django project information through MCP tools, enabling AI assistants to better understand and interact with Django codebases.

Table of Contents

  • Features
  • Screenshots
  • Installation
  • For End Users
  • For Development
  • Usage
  • Running the Server
  • Authentication
  • AI Tools Setup
  • Cursor
  • Claude Desktop
  • Github Copilot (VS Code)
  • Claude Code (VS Code)
  • OpenAI ChatGPT Desktop
  • Cline (VS Code)
  • Zed Editor
  • Generic MCP Client
  • Available Tools
  • Example Usage
  • Development & Testing
  • Troubleshooting
  • Requirements
  • Contributing
  • License

Features

  • Project Discovery: List models, URLs, and management commands
  • Database Introspection: View schema, migrations, and relationships
  • Configuration Access: Query Django settings with dot notation
  • Log Reading: Access recent application logs with filtering
  • Production-Ready Authentication: Bearer token authentication for secure deployments
  • Read-Only: All tools are safe, read-only operations
  • Fast: Built on FastMCP for efficient async operations

Screenshots

Click to view screenshots

Django AI Boost in Action

![Django AI Boost Example](./assets/exam

Read from source at commit fbecc5ecc1f6OBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (pypi)
claude mcp add django-ai-boost -- None django-ai-boost==0.9.0
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (4)

LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
README.md:198
curl http://127.0.0.1:8000/sse
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
README.md:201
curl -H "Authorization: Bearer your-secret-token" http://127.0.0.1:8000/sse
LOWInventory / provenance · mcp.no_tools_extracted · CWE-1104
server.json
Why it matters. the tool list is enumerated at runtime by tools/list, not declared in source
Fix. the page says so rather than showing an empty table
INFOSupply chain · prompt.pipe_to_shell · CWE-829, CWE-1357
README.md:80
curl -LsSf https://astral.sh/uv/install.sh | sh

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha fbecc5ecc1f6full audit observations/trust-audit/mcp-server/vintasoftware__django-ai-boost.json · Report an issue / request a re-scan
04

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-07fbecc5ecc1f6SAFEB89first audit
05

Questions

What is the Django AI Boost MCP server?

A MCP server for Django applications, inspired by Laravel Boost.

Is Django AI Boost safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Django AI Boost need?

It reads DJANGO_MCP_AUTH_TOKEN from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Django AI Boost run?

It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as django-ai-boost.

How current is this page?

The grade is for one exact copy of the source (fbecc5ecc1f6), read on 2026-10-07. The repository is watched and re-audited when it changes.

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