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Technical Name llm_mcp_server
LicenseLGPL-3
Websitehttps://github.com/apexive/odoo-llm
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Availability
Odoo Online
Odoo.sh
On Premise
Odoo Apps Dependencies Discuss (mail)
Community Apps Dependencies
Lines of code 3024
Technical Name llm_mcp_server
LicenseLGPL-3
Websitehttps://github.com/apexive/odoo-llm

LLM MCP Server

Production-ready Model Context Protocol server that exposes Odoo LLM tools to Claude Desktop and other MCP hosts.

v18.0.1.0.0 LGPL-3 MCP 2025-06-18 GitHub Repository

Standards-compliant MCP server enabling Claude Desktop, Letta, and other MCP hosts to discover and execute your Odoo LLM tools seamlessly.

LLM Integration Base Logo

Overview

The LLM MCP Server enables Claude Desktop, Letta, and other MCP hosts to discover and execute your Odoo LLM tools through a standards-compliant JSON-RPC 2.0 interface.

What You Get

  • Native Odoo Implementation - 100% pure Odoo module using standard controllers and models
  • Claude Desktop Integration - Direct access to Odoo tools from Claude conversations
  • Tool Discovery - Automatic exposure of all active llm.tool records via tools/list
  • Secure Execution - Bearer token authentication with Odoo user permissions
  • Session Management - Stateful protocol handling with concurrent request support

Key Features

MCP 2025-06-18 Compliance

Full Model Context Protocol implementation with JSON-RPC 2.0 and streamable_http transport.

Claude Desktop Ready

Verified working integration with Claude Desktop using mcp-remote transport.

Auto Tool Discovery

Automatically exposes all active llm.tool records through the tools/list endpoint.

Bearer Authentication

Secure API key authentication integrated with Odoo's user system and permissions.

Session Management

Stateful protocol handling with concurrent request support and race condition protection.

Native Odoo Architecture

100% pure Odoo implementation using standard HTTP controllers, models, and security systems.

Production Ready

Optimized logging, error handling, and performance. Future SSE streaming support planned.

Getting Started

Quick Setup

  1. Install the llm_mcp_server module
  2. Get your API key from Odoo: Follow API Key Tutorial
  3. Install mcp-remote: npm install -g mcp-remote

Claude Desktop Config

  1. Open Claude Desktop config file
  2. Add MCP server configuration with your API key
  3. Restart Claude Desktop
  4. Ask Claude: "What tools do you have available?"

Related Modules

The LLM Integration Base is part of a comprehensive AI ecosystem for Odoo. Explore these additional modules for enhanced functionality:

Easy AI Chat

A simple, powerful AI chat module to supercharge your Odoo workflows with real-time conversations. Connect with multiple AI providers and enjoy multimodal capabilities.

Available Now Learn More

LLM Assistant

Create and manage specialized AI assistants with dedicated tools and configurations. Assign specific models and customize system prompts for different use cases.

Available Now Learn More

LLM RAG (Retrieval Augmented Generation)

Enhance AI responses with knowledge from your Odoo database. Create document collections, generate embeddings, and implement semantic search for more accurate AI interactions.

Available Now Learn More

LLM Tool

Implement function calling capabilities for AI models. Enable your AI to perform actions in Odoo through a standardized tool execution framework.

Available Now Learn More

Explore The Full Ecosystem

For specific integrations, provider implementations, and tools, visit our GitHub repository. The repository contains additional modules, documentation, and examples to extend your Odoo AI capabilities.

Support & Resources

Documentation

Find detailed documentation, examples, and integration guides in our GitHub repository. The repository includes setup guides, API references, and example implementations.

View Documentation

Community & Support

Join our community to get help, share ideas, and contribute to the development of the LLM integration ecosystem for Odoo.

Report Issues Feature Requests

LLM Integration Base

Developed by Apexive Solutions LLC

Licensed under LGPL-3

For the latest updates and additional modules, visit:

GitHub Repository

© 2025 Apexive Solutions LLC. All rights reserved.

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