# \#ai **URL:** https://forum.ansible.com/tag/ai/255.md [Latest](https://forum.ansible.com/latest.md) · [Categories](https://forum.ansible.com/categories.md) · [Tags](https://forum.ansible.com/tags.md) --- ## [Ansible AI Policy?](https://forum.ansible.com/t/ansible-ai-policy/42642)
**Author:** [@chris](https://forum.ansible.com/u/chris)\ **Replies:** 35\ **Last updated:** [August 18, 2026, 9:05am UTC](https://forum.ansible.com/t/ansible-ai-policy/42642 "2026-08-18T09:05:55Z")
Should the Ansible project have a AI policy? Some Free / Open Source projects have AI polices, for example Servo has: AI contributions Contributions must not include content generated by large language models or other… --- ## [Asking a local LLM about my Ansible playbooks because why not](https://forum.ansible.com/t/asking-a-local-llm-about-my-ansible-playbooks-because-why-not/45313)
**Author:** [@rfc2549](https://forum.ansible.com/u/rfc2549)\ **Replies:** 5\ **Last updated:** [June 23, 2026, 9:29am UTC](https://forum.ansible.com/t/asking-a-local-llm-about-my-ansible-playbooks-because-why-not/45313 "2026-06-23T09:29:31Z")
Thanks for having me at CfgMgmtCamp last week, I had fun presenting about this: Asking a local LLM about my Ansible playbooks because why not :: CfgMgmtCamp 2026 Ghent :: pretalx The recording is available off the live … --- ## [A community MCP server for AWX (awx-mcp)](https://forum.ansible.com/t/a-community-mcp-server-for-awx-awx-mcp/45957)
**Author:** [@argon-kr](https://forum.ansible.com/u/argon-kr)\ **Replies:** 0\ **Last updated:** [June 22, 2026, 10:20am UTC](https://forum.ansible.com/t/a-community-mcp-server-for-awx-awx-mcp/45957 "2026-06-22T10:20:34Z")
Hello, Forks I wanted to share something I’ve been working on recently. awx-mcp is an open-source MCP server for AWX. It lets an LLM interact with an AWX instance through the AWX REST API v2. Repository The reason I… --- ## [Rocannon: every installed Ansible module as a typed MCP tool, sessions record to playbooks](https://forum.ansible.com/t/rocannon-every-installed-ansible-module-as-a-typed-mcp-tool-sessions-record-to-playbooks/45923)
**Author:** [@msradam](https://forum.ansible.com/u/msradam)\ **Replies:** 0\ **Last updated:** [June 15, 2026, 3:37pm UTC](https://forum.ansible.com/t/rocannon-every-installed-ansible-module-as-a-typed-mcp-tool-sessions-record-to-playbooks/45923 "2026-06-15T15:37:31Z")
Hi all, I’d like to share my project Rocannon, which generates MCP tools from Ansible modules and roles with ansible doc. I wanted to drive Ansible conversationally from Claude Code for ad-hoc ops work without writing gl… --- ## [Thoughts, experiences and ideas on usage of LLMs or specialized AI models for Ansible validation](https://forum.ansible.com/t/thoughts-experiences-and-ideas-on-usage-of-llms-or-specialized-ai-models-for-ansible-validation/42643)
**Author:** [@bvitnik](https://forum.ansible.com/u/bvitnik)\ **Replies:** 4\ **Last updated:** [June 8, 2026, 4:17pm UTC](https://forum.ansible.com/t/thoughts-experiences-and-ideas-on-usage-of-llms-or-specialized-ai-models-for-ansible-validation/42643 "2026-06-08T16:17:34Z")
Hi all. I would like to share some issues I’ve been dealing with recently and would like to hear you experiences, ideas and thoughts. Bare with me, this will be slightly longer post. The issue revolves around usage of L… --- ## [Announcing ansible-community/ai-forge repo](https://forum.ansible.com/t/announcing-ansible-community-ai-forge-repo/45784)
**Author:** [@gundalow](https://forum.ansible.com/u/gundalow)\ **Replies:** 0\ **Last updated:** [May 8, 2026, 11:38am UTC](https://forum.ansible.com/t/announcing-ansible-community-ai-forge-repo/45784 "2026-05-08T11:38:56Z")
Content Development Skills Update - Call for Feedback & Contributions Following on from Proposal: New repo for Ansible AI collaboration We’ve made strong progress on the ai-forge repository, including establishing the c… --- ## [Proposal: New repo for Ansible AI collaboration](https://forum.ansible.com/t/proposal-new-repo-for-ansible-ai-collaboration/45575)
**Author:** [@gundalow](https://forum.ansible.com/u/gundalow)\ **Replies:** 16\ **Last updated:** [April 9, 2026, 7:56pm UTC](https://forum.ansible.com/t/proposal-new-repo-for-ansible-ai-collaboration/45575 "2026-04-09T19:56:38Z")
Hi folks I’ve been thinking a bit about how we can better collaborate and build a community around the various AI projects that people are working on. Currently I see some great ideas, though it’s isolated pockets, and… --- ## [Integrating IBM Bob (AI-native IDE) with Ansible Automation Platform using MCP](https://forum.ansible.com/t/integrating-ibm-bob-ai-native-ide-with-ansible-automation-platform-using-mcp/45770)
**Author:** [@IPvSean](https://forum.ansible.com/u/IPvSean)\ **Replies:** 0\ **Last updated:** [May 5, 2026, 1:36pm UTC](https://forum.ansible.com/t/integrating-ibm-bob-ai-native-ide-with-ansible-automation-platform-using-mcp/45770 "2026-05-05T13:36:47Z")
As more teams experiment with AI-assisted development, one of the more interesting shifts is moving from “AI that generates code” to “AI that can safely interact with real systems.” A pattern we’ve been working with is … --- ## [Ansible community roadmap 2026](https://forum.ansible.com/t/ansible-community-roadmap-2026/45522)
**Author:** [@oranod](https://forum.ansible.com/u/oranod)\ **Replies:** 1\ **Last updated:** [May 1, 2026, 7:36am UTC](https://forum.ansible.com/t/ansible-community-roadmap-2026/45522 "2026-05-01T07:36:10Z")
Hi everyone, Since the Contributor Summit at CfgMgmtCamp we’ve been working on defining our roadmap for 2026. We’ve gone through all our notes and have put together some high-level descriptions of what we’d like to achi… --- ## [How AI can help the Ansible Community & Development](https://forum.ansible.com/t/how-ai-can-help-the-ansible-community-development/44460)
**Author:** [@gundalow](https://forum.ansible.com/u/gundalow)\ **Replies:** 11\ **Last updated:** [April 9, 2026, 7:13am UTC](https://forum.ansible.com/t/how-ai-can-help-the-ansible-community-development/44460 "2026-04-09T07:13:02Z")
Hi folks, AI successes in the Ansible Community What examples have we seen so far in across out ecosystem (GitHub, Forum, Reddit, etc) where someone has use an AI related tool to support their contribution. Where could… --- ## [CfgMgmtCamp 2026: AI and Automation](https://forum.ansible.com/t/cfgmgmtcamp-2026-ai-and-automation/45342)
**Author:** [@dbrennand](https://forum.ansible.com/u/dbrennand)\ **Replies:** 1\ **Last updated:** [February 18, 2026, 11:04am UTC](https://forum.ansible.com/t/cfgmgmtcamp-2026-ai-and-automation/45342 "2026-02-18T11:04:35Z")
CfgMgmtCamp 2026: AI and Automation This post is part of a series of talks presented at CfgMgmtCamp 2026. Please see CfgMgmtCamp for all other talks. Asking a local LLM about my Ansible playbooks because why not Speak… --- ## [Introducing the MCP server for Red Hat Ansible Automation Platform](https://forum.ansible.com/t/introducing-the-mcp-server-for-red-hat-ansible-automation-platform/45246)
**Author:** [@IPvSean](https://forum.ansible.com/u/IPvSean)\ **Replies:** 0\ **Last updated:** [February 3, 2026, 8:41am UTC](https://forum.ansible.com/t/introducing-the-mcp-server-for-red-hat-ansible-automation-platform/45246 "2026-02-03T08:41:22Z")
I wanted to share a recent blog post that explores a topic a lot of us are actively thinking about right now: how agentic AI can interact with automation systems in a way that is secure, auditable, and aligned with exist… --- ## [5 Use-cases with Ansible Automation Platform MCP Server - YouTube](https://forum.ansible.com/t/5-use-cases-with-ansible-automation-platform-mcp-server-youtube/45138)
**Author:** [@IPvSean](https://forum.ansible.com/u/IPvSean)\ **Replies:** 1\ **Last updated:** [January 22, 2026, 12:13pm UTC](https://forum.ansible.com/t/5-use-cases-with-ansible-automation-platform-mcp-server-youtube/45138 "2026-01-22T12:13:28Z")
MCP server for Ansible Automation Platform is tech preview. The Model Context Protocol (MCP) is an open standard and open-source framework to standardize the way artificial intelligence (AI) systems like large language m… --- ## [Meeting Log | Ansible Docs | 2025-09-30 15:01:03](https://forum.ansible.com/t/meeting-log-ansible-docs-2025-09-30-1503/44587)
**Author:** [@MeetingBot](https://forum.ansible.com/u/MeetingBot)\ **Replies:** 0\ **Last updated:** [September 30, 2025, 3:53pm UTC](https://forum.ansible.com/t/meeting-log-ansible-docs-2025-09-30-1503/44587 "2025-09-30T15:53:35Z")
DaWGs aka Documentation Working Group | Ansible Docs | #docs:ansible.com Meeting started by @samccann:ansible.im at 2025-09-30 15:01:03 Meeting summary INFO: new look and feel to the d… --- ## [Let’s talk about spam](https://forum.ansible.com/t/let-s-talk-about-spam/42296)
**Author:** [@oranod](https://forum.ansible.com/u/oranod)\ **Replies:** 29\ **Last updated:** [May 19, 2025, 3:32pm UTC](https://forum.ansible.com/t/let-s-talk-about-spam/42296 "2025-05-19T15:32:55Z")
Hello! I’d like to start with this: To everyone who has ever flagged a spam post, thank you! We launched the forum with the goal of providing the Ansible community with greater autonomy. And we’ve been able to see the … --- ## [Ansible-Pune: Dive into AI and Automation: InstructLab, Kserve, and Ansible Lightspeed Meetup \[2025-02-01\]](https://forum.ansible.com/t/ansible-pune-dive-into-ai-and-automation-instructlab-kserve-and-ansible-lightspeed-meetup-2025-02-01/40778)
**Author:** [@MeetupBot](https://forum.ansible.com/u/MeetupBot)\ **Replies:** 0\ **Last updated:** [March 4, 2025, 12:55pm UTC](https://forum.ansible.com/t/ansible-pune-dive-into-ai-and-automation-instructlab-kserve-and-ansible-lightspeed-meetup-2025-02-01/40778 "2025-03-04T12:55:58Z")
Note: This free event RSVP is closed. Join us for an exciting day of learning and networking at our upcoming meetup, where we’ll explore the cutting-edge realms of AI and IT automation. Whether you’re a developer, a De… --- ## [Ansible-London: Ansible London – Thursday 21st November 2024 \[2024-11-21\]](https://forum.ansible.com/t/ansible-london-ansible-london-thursday-21st-november-2024-2024-11-21/10175)
**Author:** [@MeetupBot](https://forum.ansible.com/u/MeetupBot)\ **Replies:** 1\ **Last updated:** [November 23, 2024, 5:22pm UTC](https://forum.ansible.com/t/ansible-london-ansible-london-thursday-21st-november-2024-2024-11-21/10175 "2024-11-23T17:22:22Z")
Hello folks! Dell have kindly offered us the use of their office at Creechurch Place, EC3A 5AF. Walking distance from Liverpool Street, Aldgate East, Fenchurch Street stations. Agenda 18:00 Doors open 18:30 Talks st… --- ## [AWX: ssh debug: Mux\_client\_read\_packet: read header failed: Broken pipe](https://forum.ansible.com/t/awx-ssh-debug-mux-client-read-packet-read-header-failed-broken-pipe/8827)
**Author:** [@MartinGM](https://forum.ansible.com/u/MartinGM)\ **Replies:** 5\ **Last updated:** [September 30, 2024, 10:05pm UTC](https://forum.ansible.com/t/awx-ssh-debug-mux-client-read-packet-read-header-failed-broken-pipe/8827 "2024-09-30T22:05:48Z")
My team has installed AWX (Kurokobo - awx-on-k3s) , we have worked with Windows servers without problems, however, it does not work with any Linux distribution, since in all our tests we get the error: mux\_client\_read\_p… --- ## [Investigating an Ansible-docs-focused custom LLM demo](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181)
**Author:** [@samccann](https://forum.ansible.com/u/samccann)\ **Replies:** 2\ **Last updated:** [January 8, 2024, 5:44pm UTC](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181 "2024-01-08T17:44:04Z")
The team at Kapa AI has spawn up a custom LLM that ingested the doc content at Ansible Documentation — Ansible Community Documentation and open Github issues for core in order to help with onboarding of new devs and red… --- ## [Video Demo: Windows and Event-Driven Ansible](https://forum.ansible.com/t/video-demo-windows-and-event-driven-ansible/1739)
**Author:** [@IPvSean](https://forum.ansible.com/u/IPvSean)\ **Replies:** 0\ **Last updated:** [October 16, 2023, 1:18pm UTC](https://forum.ansible.com/t/video-demo-windows-and-event-driven-ansible/1739 "2023-10-16T13:18:44Z")
The infamous @nunomart11 put together this awesome video demo on YouTube for Windows and Event-Driven Ansible: This video demo walks through ticket enrichment using Event-Driven Ansible, ServiceNow and Cha…