[16.0][PoC] MCP & Native AI

ai_automation/README.rst

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+.. image:: https://odoo-community.org/readme-banner-image
+   :target: https://odoo-community.org/get-involved?utm_source=readme
+   :alt: Odoo Community Association
+
+=============
+Ai Automation
+=============
+
+.. 
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! This file is generated by oca-gen-addon-readme !!
+   !! changes will be overwritten.                   !!
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! source digest: sha256:9db8aa67499c9f7efc73ff5f14809ca6d3df0f99e4eb35df8fff7f4cd3de79d1
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+
+.. |badge1| image:: https://img.shields.io/badge/maturity-Beta-yellow.png
+    :target: https://odoo-community.org/page/development-status
+    :alt: Beta
+.. |badge2| image:: https://img.shields.io/badge/license-AGPL--3-blue.png
+    :target: http://www.gnu.org/licenses/agpl-3.0-standalone.html
+    :alt: License: AGPL-3
+.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Fai-lightgray.png?logo=github
+    :target: https://github.com/OCA/ai/tree/16.0/ai_automation
+    :alt: OCA/ai
+.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png
+    :target: https://translation.odoo-community.org/projects/ai-16-0/ai-16-0-ai_automation
+    :alt: Translate me on Weblate
+.. |badge5| image:: https://img.shields.io/badge/runboat-Try%20me-875A7B.png
+    :target: https://runboat.odoo-community.org/builds?repo=OCA/ai&target_branch=16.0
+    :alt: Try me on Runboat
+
+|badge1| |badge2| |badge3| |badge4| |badge5|
+
+This module integrates AI connections with Odoo server actions, allowing
+you to define AI-powered automations. By default it provides Ollama
+support, but it can be extended with additional providers by adding new
+``kind`` options to ``ai.connection``.
+
+**Table of contents**
+
+.. contents::
+   :local:
+
+Usage
+=====
+
+This module adds a new server action type: **AI OCA Action**.
+
+To use it:
+
+1. Go to ``Settings > Technical > Actions > Server Actions``
+2. Create a new action and select **AI OCA Action** as the state
+3. Select an AI Connection (Ollama)
+4. Define the prompt — supports dynamic placeholders using Qweb syntax
+   (e.g. ``{{ object.name }}``)
+5. Optionally select tools the AI can call during execution
+6. Define what to do with the result:
+
+   - **Post Message**: posts the AI response as a chatter message on the
+     record
+   - **Update Record**: writes the AI response to a specific field
+
+To extend with a new AI provider, inherit ``ai.connection`` and add a
+new selection value to ``kind``, then implement the corresponding
+``_run_{kind}`` method.
+
+Bug Tracker
+===========
+
+Bugs are tracked on `GitHub Issues <https://github.com/OCA/ai/issues>`_.
+In case of trouble, please check there if your issue has already been reported.
+If you spotted it first, help us to smash it by providing a detailed and welcomed
+`feedback <https://github.com/OCA/ai/issues/new?body=module:%20ai_automation%0Aversion:%2016.0%0A%0A**Steps%20to%20reproduce**%0A-%20...%0A%0A**Current%20behavior**%0A%0A**Expected%20behavior**>`_.
+
+Do not contact contributors directly about support or help with technical issues.
+
+Credits
+=======
+
+Authors
+-------
+
+* Dixmit
+
+Contributors
+------------
+
+- `Dixmit <https://www.dixmit.com>`__
+
+  - Enric Tobella
+
+Maintainers
+-----------
+
+This module is maintained by the OCA.
+
+.. image:: https://odoo-community.org/logo.png
+   :alt: Odoo Community Association
+   :target: https://odoo-community.org
+
+OCA, or the Odoo Community Association, is a nonprofit organization whose
+mission is to support the collaborative development of Odoo features and
+promote its widespread use.
+
+This module is part of the `OCA/ai <https://github.com/OCA/ai/tree/16.0/ai_automation>`_ project on GitHub.
+
+You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.

ai_automation/__init__.py

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+from . import models

ai_automation/__manifest__.py

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+# Copyright 2026 Dixmit
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+{
+    "name": "Ai Automation",
+    "summary": """Integrate `ai_tools` with server actions to automate tasks using AI.""",
+    "version": "16.0.1.0.0",
+    "license": "AGPL-3",
+    "author": "Dixmit,Odoo Community Association (OCA)",
+    "website": "https://github.com/OCA/ai",
+    "depends": ["ai_tool"],
+    "external_dependencies": {
+        "python": ["ollama"],
+    },
+    "data": [
+        "views/ir_actions_server.xml",
+        "security/ir.model.access.csv",
+        "views/ai_connection.xml",
+    ],
+    "demo": [],
+}

ai_automation/models/__init__.py

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+from . import ai_connection
+from . import ir_actions_server

ai_automation/models/ai_connection.py

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+# Copyright 2026 Dixmit
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+import json
+
+import ollama
+
+from odoo import fields, models
+
+
+class AiConnection(models.Model):
+    _name = "ai.connection"
+    _description = "AI Connection"
+
+    name = fields.Char(required=True)
+    kind = fields.Selection([("ollama", "Ollama")], required=True, default="ollama")
+    active = fields.Boolean(default=True)
+    url = fields.Char(groups="base.group_system")
+    model = fields.Char(groups="base.group_system")
+
+    def _run(self, prompt, tools=None, record=None):
+        return getattr(self, f"_run_{self.kind}")(prompt, tools=tools, record=record)
+
+    def _run_ollama(self, prompt, tools=None, messages=None, record=None):
+        tool_definition = []
+        for tool in tools or []:
+            definition = tool._get_tool_definition()
+            input_schema = definition["inputSchema"]
+            input_schema["additionalProperties"] = False
+            tool_definition.append(
+                {
+                    "type": "function",
+                    "function": {
+                        "name": definition["name"],
+                        "description": definition["description"],
+                        "parameters": input_schema,
+                    },
+                }
+            )
+        ollama_client = ollama.Client(**self._get_ollama_client_parameters())
+        if messages is None:
+            messages = []
+        messages.append({"role": "user", "content": prompt})
+        while True:
+            response = ollama_client.chat(
+                model=self.model,
+                messages=messages,
+                tools=tool_definition,
+            )
+            if not response.message.tool_calls:
+                return response.message.content
+            messages.append(response.message)
+            for call in response.message.tool_calls:
+                tool = tools.filtered(lambda t: t.name == call.function.name)
+                tool_output = tool._execute_tool(
+                    record=record, **call.function.arguments
+                )
+                if isinstance(tool_output, dict):
+                    tool_output = json.dumps(tool_output)
+                messages.append(
+                    {
+                        "role": "tool",
+                        "tool_name": call.function.name,
+                        "content": tool_output,
+                    }
+                )
+
+    def _get_ollama_client_parameters(self):
+        """
+        We provide this hook so people can modify the client and other configurations
+        like headers and so on.
+        """
+        return {"host": self.url, "headers": {}}

ai_automation/models/ir_actions_server.py

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+# Copyright 2026 Dixmit
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+from lxml import etree
+
+from odoo import api, fields, models
+
+from odoo.addons.web_editor.models.ir_qweb_fields import html_to_text
+
+
+class IrActionsServer(models.Model):
+
+    _inherit = "ir.actions.server"
+
+    state = fields.Selection(
+        selection_add=[("ai_oca", "AI OCA Action")], ondelete={"ai_oca": "cascade"}
+    )
+    ai_connection_id = fields.Many2one(
+        "ai.connection", string="AI Connection", groups="base.group_system"
+    )
+    ai_tool_ids = fields.Many2many(
+        "ai.tool",
+        string="AI Tools",
+        groups="base.group_system",
+    )
+    ai_prompt = fields.Html(string="AI Prompt", sanitize=False)
+    mailing_model_real = fields.Char(compute="_compute_mailing_model_real")
+    ai_result_action = fields.Selection(
+        [
+            ("post_message", "Post Message"),
+            ("update_record", "Update Record"),
+        ],
+        string="AI Result Action",
+    )
+    ai_update_record_field_id = fields.Many2one(
+        "ir.model.fields",
+        string="AI Update Record Field",
+        domain="[('model_id', '=', model_id), ('ttype', 'in', ['char', 'text'])]",
+    )
+
+    @api.depends("model_id")
+    def _compute_mailing_model_real(self):
+        for record in self:
+            record.mailing_model_real = (
+                record.model_id.model if record.model_id else False
+            )
+
+    def _run_action_ai_oca(self, eval_context=None):
+        record = eval_context.get("record")
+        result = self.ai_connection_id._run(
+            self._get_ai_oca_prompt(record), tools=self.ai_tool_ids, record=record
+        )
+        self._post_run_action_ai_oca(result, record)
+
+    def _post_run_action_ai_oca(self, result, record):
+        if self.ai_result_action == "post_message":
+            self.env["ai.tool"]._ai_post_message(result, record=record)
+        elif (
+            self.ai_result_action == "update_record"
+            and record
+            and self.ai_update_record_field_id
+        ):
+            record.write({self.ai_update_record_field_id.name: result})
+
+    def _get_ai_oca_prompt(self, record):
+        ai_prompt = self.ai_prompt
+        if record:
+            ai_prompt = str(
+                self.env["mail.render.mixin"]._render_template_qweb(
+                    self.ai_prompt, record and record._name, record and record.ids
+                )[record.id]
+            )
+        return html_to_text(etree.fromstring("<t>" + ai_prompt + "</t>"))

ai_automation/readme/CONTRIBUTORS.md

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+- [Dixmit](https://www.dixmit.com)
+  - Enric Tobella

ai_automation/readme/DESCRIPTION.md

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+This module integrates AI connections with Odoo server actions, allowing you to 
+define AI-powered automations. By default it provides Ollama support, but it can 
+be extended with additional providers by adding new `kind` options to `ai.connection`.

ai_automation/readme/USAGE.md

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+This module adds a new server action type: **AI OCA Action**.
+
+To use it:
+1. Go to `Settings > Technical > Actions > Server Actions`
+2. Create a new action and select **AI OCA Action** as the state
+3. Select an AI Connection (Ollama)
+4. Define the prompt — supports dynamic placeholders using Qweb syntax (e.g. `{{ object.name }}`)
+5. Optionally select tools the AI can call during execution
+6. Define what to do with the result:
+   - **Post Message**: posts the AI response as a chatter message on the record
+   - **Update Record**: writes the AI response to a specific field
+
+To extend with a new AI provider, inherit `ai.connection` and add a new selection 
+value to `kind`, then implement the corresponding `_run_{kind}` method.

ai_automation/security/ir.model.access.csv

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+id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+access_ai_connection,access_ai_connection,model_ai_connection,base.group_user,1,0,0,0
+manage_ai_connection,manage_ai_connection,model_ai_connection,base.group_system,1,1,1,0