django-orm-lens

django-orm-lens

Static-analysis MCP server for Django models. 5 read-only tools for AI coding agents.

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README

<div align="center">

<img src="media/hero.png" alt="Django ORM Lens — live sidebar and ER diagram for your Django models" width="100%"/>

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Django ORM Lens

See your entire Django schema — in your editor, in your terminal, and from your AI agent.

Every app. Every model. Every field. Every relationship. Grouped, navigable, and one keystroke away from a live ER diagram.

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Install from Marketplace PyPI MCP Registry Glama mcp.so Star on GitHub Sponsor

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Version Installs Rating PyPI version Python License MIT CI

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🎯 Pick your path

Django ORM Lens ships as three distributions on one core — pick the one that matches your workflow. Each takes under 60 seconds.

Editor user (VS Code / Cursor / Windsurf): install the extension → open any Django project → sidebar tree + ER diagram appear.

code --install-extension frowningdev.django-orm-lens

Terminal / CI user: install from PyPI → run django-orm-lens in any directory that contains Django apps.

pip install django-orm-lens
django-orm-lens               # welcome + commands
django-orm-lens scan          # scan cwd for apps and models

AI coding agent user (Cursor / Aider / Continue / Zed): install with MCP extras → add one JSON block to your client config.

pip install "django-orm-lens[mcp]"

Then the MCP config snippet in the Integrations section below. Point DJANGO_ORM_LENS_ROOT at your Django project's absolute path.


⚡ Install

VS Code / Cursor / Windsurf / any Code fork:

code --install-extension frowningdev.django-orm-lens

Or search Django ORM Lens in the Extensions view.

Terminal & AI coding agents:

pip install django-orm-lens              # CLI only
pip install "django-orm-lens[mcp]"       # + MCP server for AI agents

Requires Python 3.9+. Zero runtime dependencies for the CLI.

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🎯 The problem

You open a Django project. It has 20 apps. You need to answer a simple question:

"Which app owns the Order model, and how is it connected to User?"

Today, that means: Ctrl+P, "models", scroll through 30 hits, open five files, Ctrl+F for class Order, read through 400 lines of ForeignKey('otherapp.Something') strings, try to remember what you learned two files ago.

Half a day gone. Every time. On every project.

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✨ With Django ORM Lens

<table> <tr> <td width="50%" valign="top">

📚 A tree of everything

Every app → every model → every field → every Meta option. Grouped by application, sorted alphabetically, expandable.

Icons distinguish CharField from ForeignKey from ManyToManyField at a glance.

</td> <td width="50%" valign="top">

🕸️ A live ER diagram

One command opens a Mermaid entity-relationship diagram of your entire schema. Watch it redraw as you edit. Export to SVG.

ForeignKey, OneToOneField, and ManyToManyField become proper cardinality arrows.

</td> </tr> <tr> <td width="50%" valign="top">

🔎 Hover for relations

Hover over ForeignKey('app.Model') in any Python file → a card pops up with the target model's fields, relations, and a "Jump to" link. No Ctrl+F, no file dialog.

</td> <td width="50%" valign="top">

🧭 Jump-to-definition

Click any field in the tree → cursor lands on the exact line. Filter the tree by app or model name. Split models/ packages are fully supported.

</td> </tr> <tr> <td width="50%" valign="top">

⚡ Zero configuration

No DJANGO_SETTINGS_MODULE. No runserver. Parses models.py statically. Works with a broken venv, a missing dependency, or on someone else's laptop.

</td> <td width="50%" valign="top">

🎨 Native VS Code UI

Dark theme. Light theme. Your theme. Follows your icon theme, your font, your key bindings. Nothing garish, nothing branded.

</td> </tr> </table>

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📸 What it looks like

<div align="center"> <img src="media/hero.png" alt="Django ORM Lens sidebar showing an app's models with fields, relations, and Meta options" width="90%"/> </div>

Also included in the extension:

  • 🕸️ Live ER diagram — Mermaid cardinality arrows, edge labels (CASCADE, through Model, as related_name), theme-aware, one-click SVG export
  • 🔎 Hover cards — over any ForeignKey('app.Model') or ManyToManyField(...), with a one-click jump link
  • 🧭 CodeLens — above every class Model line: field count, relation count, and an Open ER diagram action
  • 🎨 Named themesauto / default / dark / forest / neutral for the diagram webview

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🤖 For terminals and AI coding agents

The same parser that powers the VS Code extension ships as a standalone Python package — with an optional MCP (Model Context Protocol) server so any MCP-compatible AI agent can navigate your Django schema without importing Django or booting your app.

CLI

django-orm-lens scan -f json          # every app, every model, every field
django-orm-lens describe blog.Post    # one model in Markdown
django-orm-lens hover blog.Post       # compact hover card
django-orm-lens list | fzf            # flat app.Model — pipes anywhere
django-orm-lens er > schema.mmd       # Mermaid ER diagram

Every command accepts --path <dir> and --exclude <glob>.

MCP server

Register it once with your agent and it exposes five read-only tools:

Tool Purpose
list_apps Every Django app in the workspace with model counts
list_models Flat app.Model list, optional app filter
describe_model Full field / relation / Meta detail for one model
find_relations Inbound + outbound relations for one model
er_diagram Mermaid erDiagram for the whole workspace
# Start it directly
django-orm-lens-mcp

# Or via the CLI subcommand
django-orm-lens mcp

Set DJANGO_ORM_LENS_ROOT=/abs/path/to/project to point it anywhere.

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🔌 Integrations

Client How to enable Status
VS Code code --install-extension frowningdev.django-orm-lens
Cursor same VSIX + optional MCP entry in ~/.cursor/mcp.json
Windsurf / VSCodium / any Code fork install the VSIX from the Marketplace or GitHub Releases
Aider add django-orm-lens-mcp to your mcp.json ✅ (via MCP)
Continue.dev register the MCP server in ~/.continue/config.json ✅ (via MCP)
Zed register the MCP server in Zed settings ✅ (via MCP)
Any MCP-compatible client point command at django-orm-lens-mcp, set DJANGO_ORM_LENS_ROOT
Discoverable via MCP Registry official Model Context Protocol server directory
Plain terminal / CI pip install django-orm-lens && django-orm-lens scan

Example: Cursor / any MCP client

{
  "mcpServers": {
    "django-orm-lens": {
      "command": "django-orm-lens-mcp",
      "env": { "DJANGO_ORM_LENS_ROOT": "/abs/path/to/your/project" }
    }
  }
}

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🚀 Get started (30 seconds)

In VS Code:

  1. code --install-extension frowningdev.django-orm-lens
  2. Open a folder with a manage.py or models.py
  3. Click the Django ORM Lens icon in the activity bar
  4. Expand apps → models → fields
  5. Click the type-hierarchy icon at the top of the panel → ER diagram opens beside your code

In a terminal:

pip install django-orm-lens
cd my-django-project
django-orm-lens scan -f table

As an AI agent tool:

pip install "django-orm-lens[mcp]"

…then register django-orm-lens-mcp in your agent's MCP config (see the Integrations table above).

No settings screen. No sign-in. No telemetry.

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🎯 Who this is for

  • Django developers joining a codebase with 10+ apps and getting lost in models.py sprawl.
  • Contract / freelance engineers who need to grasp an unfamiliar Django project in the first hour, not the first week.
  • Teams onboarding new hires who want a one-glance schema view without spinning up documentation infrastructure.
  • AI-agent power users (Cursor / Aider / Claude Desktop / Zed / Continue) who need the agent to answer schema questions accurately — without giving it database credentials or booting Django.
  • CI pipelines that verify schema shape (e.g. "did we accidentally break a related_name?") without importing the project.
  • Solo indie devs on a broken venv or someone else's laptop — no runserver, no manage.py migrate, still works.

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🗺️ Market position

Django ORM Lens sits at the intersection of editor tooling and AI-agent tooling — a slot no existing package covers:

Segment Existing option What it costs you
Boot-and-graph django-extensions graph_models Requires Graphviz + Django settings + a working DB URL
Web-based viewer django-schema-graph Requires a running Django server; hosts one more thing to break
Admin panel Django Admin Requires runserver + auth + database — great for data, not for architecture
Editor plugin PyCharm's Django Structure Locked to PyCharm; no CLI, no AI-agent story
MCP server (none until now) AI agents guess your schema from source, imperfectly

Django ORM Lens is the only tool that ships three surfaces from one parser: a VS Code extension (any Code fork), a zero-dep CLI (terminals + CI), and an MCP server (AI agents). All static. All free. All MIT.

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🤔 How is this different?

Django ORM Lens django-extensions graph_models django-schema-graph Django Admin PyCharm Django Structure
Works without a bootable Django project ⚠️
Zero-install (no graphviz, no server) ❌ (needs PyCharm)
Works in VS Code / Cursor / any Code fork
Sidebar tree inside the editor
Live ER diagram
Hover cards on ForeignKey ⚠️
CodeLens on model classes
Split models/ package support ⚠️ ⚠️
CLI for terminal / CI ⚠️
MCP server for AI agents
Discoverable in the MCP Registry
Free & open-source (MIT) ❌ (paid IDE)

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⚙️ Configuration

The defaults are opinionated and sensible. If you need to tweak:

// .vscode/settings.json
{
  "djangoOrmLens.excludeGlobs": [
    "**/migrations/**",
    "**/node_modules/**",
    "**/venv/**",
    "**/.venv/**",
    "**/env/**"
  ],
  "djangoOrmLens.autoRefresh": true
}
Setting Type Default What it does
djangoOrmLens.excludeGlobs string[] See above Glob patterns to skip when scanning
djangoOrmLens.autoRefresh boolean true Rescan on models.py changes

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🧭 Commands

Open the command palette (Ctrl+Shift+P / Cmd+Shift+P) and type "Django ORM Lens":

Command What it does
Django ORM Lens: Refresh Force-rescan the workspace
Django ORM Lens: Show ER Diagram Open the Mermaid ER diagram side-by-side
Django ORM Lens: Filter Models Filter the tree by app / model / field name
Django ORM Lens: Clear Filter Restore the full tree
Django ORM Lens: Jump to Model Programmatic — triggered by tree clicks and hover cards

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🗺️ Roadmap

Shipped

  • [x] Sidebar tree grouped by app
  • [x] Live Mermaid ER diagram
  • [x] Hover cards over ForeignKey('app.Model')
  • [x] Filter tree by name
  • [x] Split models/ package support
  • [x] Export ER diagram as SVG
  • [x] Python CLI + MCP server for terminals and AI agents
  • [x] Welcome view for empty workspaces
  • [x] Path-safe jump-to-definition and sanitized hover markdown
  • [x] v0.3.0 — CodeLens above each model class (N fields · N relations · Open ER diagram)
  • [x] v0.3.0 — Edge labels on the diagram (CASCADE, SET_NULL, PROTECT, related_name)
  • [x] v0.3.0 — Named color themes (auto / default / dark / forest / neutral)
  • [x] v0.3.1through_model on M2M edges (contributed by @kingrubic)
  • [x] v0.3.1 — Listed in the official MCP Registry + Glama.ai

Next

  • [ ] Zoom + minimap + auto-layout inside the webview (#4)
  • [ ] ORM query autocomplete inside .filter() / .exclude() / .annotate() (#3)
  • [ ] App / model toggle checkboxes to declutter huge schemas

Later

  • [ ] Migration dependency graph
  • [ ] Third-party field support (django-mptt, django-taggit, django-model-utils)
  • [ ] JetBrains / PyCharm plugin (if there is demand)

Vote by 👍-ing the corresponding issue.

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❓ FAQ

<details> <summary><b>Do you send any of my code to a server?</b></summary> <br/> No. Every byte stays on your machine. The parser is pure TypeScript (extension) or pure Python (CLI). No LLM calls, no telemetry, no analytics, no error reporting. The Mermaid renderer runs inside VS Code's webview sandbox. </details>

<details> <summary><b>Does it work with Poetry / uv / conda / no venv at all?</b></summary> <br/> Yes. The extension reads Python source directly — it does not import Django and does not care what package manager you use. The CLI requires Python 3.9+, but that is it. </details>

<details> <summary><b>My models are split across multiple files inside a <code>models/</code> package. Does that work?</b></summary> <br/> Yes, since v0.2.0. Both the extension and the CLI walk <code>models/*.py</code> alongside classic <code>models.py</code>. </details>

<details> <summary><b>Can I use it with DRF serializers, Wagtail, Oscar, or third-party base models?</b></summary> <br/> Any class that looks like a Django model is picked up: subclasses of <code>models.Model</code>, abstract bases starting with <code>Abstract</code>, common mixins ending in <code>Mixin</code>, and known base names like <code>TimeStampedModel</code> or <code>PolymorphicModel</code>. Non-model classes (<code>ModelAdmin</code>, <code>ModelSerializer</code>, <code>Form</code>, <code>View</code>, <code>Manager</code>, …) are filtered out. </details>

<details> <summary><b>Which AI agents can use the MCP server?</b></summary> <br/> Any MCP-compatible client — Cursor, Aider, Continue.dev, Zed, and any other tool that speaks the protocol. Just point <code>command</code> at the installed <code>django-orm-lens-mcp</code> binary. See the <a href="#-integrations">Integrations</a> section. </details>

<details> <summary><b>Is there a JetBrains / PyCharm version?</b></summary> <br/> Not yet. PyCharm's Django Structure tool window is already good, so the value delta is smaller. If enough people ask, it becomes worth doing. </details>

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🆘 Support

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📜 License

MIT © FROWNINGdev

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Made for developers who care about their codebase.

Marketplace · PyPI · GitHub · Issues · Discussions · Sponsor

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