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SantipBarber

AI-OdooFinder

by SantipBarber

AI-OdooFinder

Find the perfect Odoo module with AI in seconds.

An MCP (Model Context Protocol) server that enables LLMs to search Odoo modules in OCA repositories using hybrid search (semantic + full-text).

AI-OdooFinder Banner

PyPI version License: MIT Python 3.11+ Odoo MCP Ask DeepWiki

Language: English | Español


The Problem

As an Odoo developer:

  • You build features that already exist in OCA

  • You spend hours searching for the right module on GitHub

  • You install modules incompatible with your version

  • You discover abandoned modules after integration


The Solution

AI-OdooFinder provides:

  • Hybrid Search: Combines semantic search (embeddings) with BM25 full-text

  • Version Filtering: Only shows compatible modules (10.0 to 19.0)

  • AI Enrichment: Descriptions, tags and keywords generated by Grok-4-fast

  • MCP Integration: Use directly from Claude Desktop or Claude.ai


Architecture

┌─────────────────────┐      ┌──────────────────────────────────────┐
│  Claude.ai Web      │      │        Hetzner VPS (Docker)          │
│  Zed / Cursor       │─────►│  ┌─────────────┐  ┌──────────────┐   │
│  (remote MCP)       │ HTTPS│  │ MCP Server  │  │   FastAPI    │   │
└─────────────────────┘      │  │  :8080/mcp  │─►│   :8989      │   │
                             │  └─────────────┘  └──────┬───────┘   │
┌─────────────────────┐      │                          │           │
│   Claude Desktop    │      │                   ┌──────▼───────┐   │
│   + MCP Server      │─────►│                   │  PostgreSQL  │   │
│   (local, STDIO)    │ HTTPS│                   │  + pgvector  │   │
└─────────────────────┘      │                   └──────────────┘   │
                             └──────────────────────────────────────┘

Usage modes:

  • Remote MCP (Claude.ai Web, Zed, Cursor): Connect to remote MCP Server via HTTP

  • Local MCP (Claude Desktop): MCP Server runs locally via STDIO

  • Direct REST API: For custom integrations

Components:

  • MCP Server HTTP (remote, :8080): MCP server for remote clients

  • FastAPI Backend (remote, :8989): REST API with hybrid search

  • PostgreSQL + pgvector (remote): 16,494 modules with embeddings


Statistics

Metric

Value

Indexed Modules

16,494

Odoo Versions

10 (v10.0 - v19.0)

OCA Repositories

244

With AI Enrichment

100%

Response Time

< 500ms

Modules by Version

Version

Modules

10.0

2,312

11.0

2,105

12.0

2,215

13.0

1,990

14.0

2,886

15.0

2,074

16.0

2,886

17.0

1,699

18.0

2,022

19.0

112


Installation

The MCP server is available on PyPI. Add the following config to your MCP client:

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Note: Requires uv package manager installed.

For the latest development version:

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

IDE/Client Configuration

Add to claude_desktop_config.json:

File locations:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

  • Windows: %APPDATA%\Claude\claude_desktop_config.json

  • Linux: ~/.config/claude/claude_desktop_config.json

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Restart Claude Desktop.

NEW! Use Claude directly from your terminal.

Install Claude Code:

npm install -g @anthropic-ai/claude-code

Add MCP server:

# Interactive setup
claude mcp add

# Or edit ~/.claude.json directly

Configuration (~/.claude.json):

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Usage:

claude
> I need an Odoo 17 module for subscriptions

No installation required. Connect directly:

  1. Go to Claude.ai > Settings > Connectors

  2. Click "Add custom connector"

  3. Enter the MCP server URL:

    https://strategy-orchestrator-prod.tailf7d690.ts.net/mcp
  4. Save and start searching

Protocol: Streamable HTTP (MCP spec 2024-11-05)

NEW! OpenAI added full MCP support in September 2025.

Requirements:

  • ChatGPT Plus/Pro/Team subscription

  • Developer Mode enabled (beta)

Setup:

  1. Go to ChatGPT Settings > Beta Features

  2. Enable "Developer Mode"

  3. Navigate to Integrations > MCP Servers

  4. Add server:

    • Remote (easiest): https://strategy-orchestrator-prod.tailf7d690.ts.net/mcp

    • Local: Use uvx configuration (see full docs)

Usage:

Use ai-odoofinder to find Odoo 17 modules for inventory

Note: Supports both read and write operations (not read-only).

NEW! GitHub Copilot supports MCP (GA since July 2025).

Requirements:

  • VSCode 1.102+

  • GitHub Copilot subscription

  • MCP policy enabled (Business/Enterprise only)

Configuration:

Create .vscode/mcp.json (project) or ~/.config/Code/User/mcp.json (global):

{
  "servers": {
    "ai-odoofinder": {
      "type": "stdio",
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Reload VSCode (Ctrl/Cmd + Shift + P → "Reload Window").

Usage:

@workspace Find an Odoo module for accounting

For Business/Enterprise: Admin must enable "MCP servers in Copilot" policy.

Add to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Restart Cursor.

Add to ~/.config/zed/settings.json:

{
  "context_servers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Or use Add Server in Zed's Agent Panel with this JSON:

{
  "ai-odoofinder": {
    "command": "uvx",
    "args": ["ai-odoofinder-mcp"],
    "env": {
      "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
    }
  }
}

Restart Zed.

Add to your Windsurf MCP configuration:

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "uvx",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Restart Windsurf.

⚠️ Known Issues: Antigravity has compatibility problems with uvx and remote MCP connections.

Solution 1: Use npx (Recommended)

{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "npx",
      "args": [
        "-y",
        "@SantipBarber/ai-odoofinder-mcp"
      ],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Solution 2: Use full path to uvx (Windows)

Find your uvx path:

where uvx  # Windows
which uvx  # macOS/Linux
{
  "mcpServers": {
    "ai-odoofinder": {
      "command": "C:\\Users\\YOUR_USER\\.cargo\\bin\\uvx.exe",
      "args": ["ai-odoofinder-mcp"],
      "env": {
        "AI_ODOOFINDER_API_URL": "https://strategy-orchestrator-prod.tailf7d690.ts.net"
      }
    }
  }
}

Known Limitations:

  • ❌ Remote mode NOT supported (SSE protocol incompatibility)

  • ⚠️ May stall with remote connections

  • ✅ Local mode works with workarounds above

See full troubleshooting: MCP Client Configurations

For any MCP-compatible client:

Local mode (STDIO): Use the configuration shown above

Remote mode (HTTP): Use the server URL:

https://strategy-orchestrator-prod.tailf7d690.ts.net/mcp

Protocol: Streamable HTTP (MCP spec 2024-11-05)
Authentication: None (public server)

Full configuration guide: MCP Client Configurations


Client Compatibility Matrix

Client

Local

Remote

Status

Notes

Claude Desktop

Stable

Best experience

Claude Code CLI

Stable

NEW! Terminal-based

Claude.ai Web

Stable

Zero install

ChatGPT Dev Mode

Beta

NEW! Sept 2025

VSCode Copilot

⚠️

GA

NEW! July 2025

Cursor

Stable

Popular choice

Zed

Stable

Fast editor

Windsurf

Stable

Full support

Antigravity

⚠️

Issues

Use npx/workarounds

Legend:

  • ✅ Fully supported

  • ⚠️ Partial support / workarounds needed

  • ❌ Not supported

Full details: See MCP Client Configurations


Deploy Your Own Instance

See docs/en/DEPLOYMENT_OPERATIONS.md for Docker deployment instructions.


Usage

From Claude Desktop (MCP)

Simply ask in natural language:

"I need a module for Odoo 17 that handles recurring payments"

Claude will use the MCP Server to search and show you the results.

Direct REST API

# Health check
curl https://strategy-orchestrator-prod.tailf7d690.ts.net/health

# Search
curl "https://strategy-orchestrator-prod.tailf7d690.ts.net/search?query=subscription&version=17.0&limit=5"

# Statistics
curl https://strategy-orchestrator-prod.tailf7d690.ts.net/stats

Tech Stack

Component

Technology

Backend

FastAPI (Python 3.13+)

Database

PostgreSQL 17 + pgvector

Embeddings

Qwen3-Embedding-4B via OpenRouter

Enrichment

Grok-4-fast via OpenRouter

MCP Server

FastMCP (Python)

Containers

Docker + Docker Compose

Hosting

Hetzner VPS (ARM64)

Tunnel

Tailscale Funnel (HTTPS)


Documentation


Development

Requirements

  • Python 3.13+

  • uv (dependency manager)

  • Docker (for local PostgreSQL)

Local Setup

# Clone
git clone https://github.com/SantipBarber/ai-odoo-finder.git
cd ai-odoo-finder

# Install dependencies
uv sync

# Configure variables
cp .env.example .env
# Edit .env with your credentials

# Start PostgreSQL
docker compose up -d db

# Run ETL (index modules)
uv run python scripts/etl_oca_modules.py

# Start API
uv run uvicorn backend.app.main:app --port 8989

License

MIT - See LICENSE


Author

Santiago Perez Barber


Acknowledgments

A
license - permissive license
-
quality - not tested
C
maintenance

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