ha-mcp-dev 7.10.0.dev777

Home Assistant MCP Server - Complete control of Home Assistant through MCP

Breaking change (v7.3.0): ha_config_set_yaml has been moved to beta.

The Unofficial and Awesome Home Assistant MCP Server

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with Home Assistant.
Using natural language, control smart home devices, query states, execute services and manage your automations.

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🚀 Get Started

The recommended way to run ha-mcp is the HA-MCP Custom Component. It installs into Home Assistant through HACS, runs the full server in-process, and works on every Home Assistant installation type — Home Assistant OS, Supervised, Container, and Core — with full feature parity. It is the easiest setup in every case, with no access token to manage.

Add it to Home Assistant via HACS (the preferred install):

Quick start:

1. Install the HA-MCP Custom Component from HACS — click the badge above, or in HACS open Integrations → ⋮ → Custom repositories, add https://github.com/homeassistant-ai/ha-mcp-integration (category: Integration), then Download.
2. Restart Home Assistant.
3. Go to Settings → Devices & Services → Add Integration, search for HA-MCP Custom Component, choose HA-MCP Server, and click Submit. Creating the entry starts the server.
4. Copy the connect URL from the entry's Configure screen (Settings → Devices & Services → HA-MCP Custom Component → HA-MCP Server → Configure) — it is also printed in the Home Assistant log. A notification confirms the server started and points you there.
5. Paste that URL into your AI client — done.

Connect URL. The Configure screen gives you a Home Assistant webhook URL for remote clients — https://<your-ha-domain>/api/webhook/<webhook-id> through Nabu Casa or any reverse proxy already pointed at Home Assistant (locally, http://<ha-host>:8123/api/webhook/<webhook-id>). For clients on the same network, the server is also reachable directly at http://<ha-ip>:9584/private_<random>.

• Local only? Turn off Remote access via webhook in the entry options — no webhook is registered at all, while the direct port and sidebar panel keep working.
• Settings panel: while the server runs, an admin-only HA-MCP panel appears in the Home Assistant sidebar for managing tools, feature flags, backups, and themes.
• Optional authentication: set Webhook authentication to ha_auth to require a Home Assistant account sign-in instead of using the secret URL as the credential.
• Manual install (no HACS): copy custom_components/ha_mcp_tools/ from this repository into your Home Assistant config/custom_components/ directory, then restart and add the integration as above.

The component's second entry type, HA MCP Tools, is only needed if you enable ha-mcp's opt-in file and YAML editing tools (feature flags, off by default) — skip it otherwise; you can add it later at any time.

Full in-process server documentation → · Setup Wizard for client-specific config →

🏠 Home Assistant App (add-on)

Prefer to run ha-mcp as a Home Assistant app / add-on? On Home Assistant OS and Supervised installs it is a close second — no access token to manage, and it works with Claude Desktop, Claude.ai, ChatGPT, and any other MCP client on your local network or configured for remote access.

1. Add the repository to your Home Assistant instance:

   

   If that opens the App Store without an add-repository dialog (a known Home Assistant issue), add it manually: App Store → ⋮ → Repositories, then paste https://github.com/homeassistant-ai/ha-mcp.

2. Install "Home Assistant MCP Server" from the App Store and click Start. (Home Assistant 2026.2 renamed "Add-ons" to "Apps"; on older versions this is the Add-on Store.)

3. Open the Logs tab to find your unique MCP URL.

4. Connect your AI client to that URL — no token or credential setup needed.

Full add-on documentation →

⚠️ Configure exactly one install method per client. The custom component, the add-on, Docker/PyPI, and local stdio are independent ways to run the same server — pick one and point your AI client at that single URL. Keeping two entries for the same server in one client (for example a local uvx ha-mcp@latest entry with HOMEASSISTANT_URL / HOMEASSISTANT_TOKEN alongside an add-on or component URL) is a known cause of connection hangs.

Other install methods

These run the server outside Home Assistant — useful for Container / Core installs (which can't run add-ons) or a separate host. The Setup Wizard generates the exact client-specific config for each.

• Docker (HTTP server): run ghcr.io/homeassistant-ai/ha-mcp in HTTP mode, pointed at your Home Assistant URL and a long-lived token, and connect your client to its secret URL. See the Setup Wizard for the full command and per-client config.

• PyPI / uvx (HTTP server): run the published ha-mcp package with uvx ha-mcp@latest (or pip) as a streamable-HTTP server the same way. Details in the Setup Wizard.

• Local stdio (not recommended): runs ha-mcp on your own machine over stdio. The one-command installers in the Demo server section below use this path; the Setup Wizard covers connecting it to your own Home Assistant.

  ⚠️ stdio has known transport issues. The stdio transport has connection problems that streamable HTTP does not (#1713). It is recommended only for demo/testing tinkering — for a real setup, use the custom component or an HTTP method above.

🌐 Remote access (Nabu Casa / Webhook Proxy add-on)

Using the HA-MCP custom component? You do not need this — the component has its own built-in webhook for remote access (see the Get Started quick start at the top). This proxy is for the add-on (it can also front another external server via its mcp_server_url option).

Already have Nabu Casa or another reverse proxy pointing at your Home Assistant? The Webhook Proxy add-on routes MCP traffic through your existing setup — no separate tunnel or port forwarding needed.

1. Install the MCP Server add-on (see above) and the Webhook Proxy add-on from the same store
2. Start the webhook proxy and restart Home Assistant when prompted
3. Copy the webhook URL from the add-on logs:

   MCP Server URL (remote): https://xxxxx.ui.nabu.casa/api/webhook/mcp_xxxxxxxx
   

4. Configure your AI client with that URL

For other remote access methods (Cloudflare Tunnel, custom reverse proxy), see the Setup Wizard.

Webhook proxy documentation →

🧪 Demo server (Windows / macOS / Linux)

Want to try ha-mcp before connecting your own Home Assistant? No paid subscription required. These one-command scripts set up a local stdio connection to a hosted demo environment so you can see it working in a few minutes. Each script's Connect your own Home Assistant link then shows how to point it at your instance.

🍎 macOS

1. Go to claude.ai and sign in (or create a free account)
2. Open Terminal and run:

   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-macos.sh | sh
   

3. Download Claude Desktop (or restart: Claude menu → Quit)
4. Ask Claude: "Can you see my Home Assistant?"

You're now connected to the demo environment! Connect your own Home Assistant →

🐧 Linux

Anthropic doesn't ship Claude Desktop for Linux, so pick one path:

Claude Desktop — free, via the community build:

1. Install the community Claude Desktop for Linux build and sign in with a free claude.ai account
2. Open Terminal and run:

   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-linux.sh | sh
   

3. Restart Claude Desktop, then ask: "Can you see my Home Assistant?"

Claude Code — official CLI, requires a paid Claude plan:

1. Install Claude Code: curl -fsSL https://claude.ai/install.sh | bash
2. Configure ha-mcp, then run claude:

   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install.sh | sh -s -- --claude-code
   

3. Start claude, run /mcp to confirm, then ask: "Can you see my Home Assistant?"

Full Linux guide →

🪟 Windows

1. Go to claude.ai and sign in (or create a free account)
2. Open Windows PowerShell (from Start menu) and run:

   irm https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-windows.ps1 | iex
   

3. Download Claude Desktop (or restart: File → Exit)
4. Ask Claude: "Can you see my Home Assistant?"

You're now connected to the demo environment! Connect your own Home Assistant →

🧙 Setup Wizard for 15+ clients

Claude Code, Gemini CLI, ChatGPT, Open WebUI, VSCode, Cursor, and more.

Having issues? Check the FAQ & Troubleshooting

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💬 What Can You Do With It?

Just talk to Claude naturally. Here are some real examples:

You Say	What Happens
"Create an automation that turns on the porch light at sunset"	Creates the automation with proper triggers and actions
"Add a weather card to my dashboard"	Updates your Lovelace dashboard with the new card
"The motion sensor automation isn't working, debug it"	Analyzes execution traces, identifies the issue, suggests fixes
"Make my morning routine automation also turn on the coffee maker"	Reads the existing automation, adds the new action, updates it
"Create a script that sets movie mode: dim lights, close blinds, turn on TV"	Creates a reusable script with the sequence of actions

Spend less time configuring, more time enjoying your smart home.

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✨ Features

Category	Capabilities
🔍 Search	Fuzzy entity search, deep config search, system overview
🏠 Control	Any service, bulk device control, real-time states
🔧 Manage	Automations, scripts, helpers, dashboards, areas, zones, groups, calendars, blueprints
📊 Monitor	History, statistics, camera snapshots, automation traces, ZHA devices
💾 System	Backup/restore, updates, add-ons, device registry
🔒 Safety	Read Only Mode toggle, per-tool enable/disable, tool security policies (user approval), automatic edit backups

Complete Tool List (85 tools)

Category	Tools
Add-ons	ha_get_addon, ha_manage_addon
Areas & Floors	ha_list_floors_areas, ha_remove_area_or_floor, ha_set_area_or_floor
Assist	ha_manage_pipeline
Automations	ha_config_get_automation, ha_config_remove_automation, ha_config_set_automation
Blueprints	ha_get_blueprint, ha_import_blueprint
Calendar	ha_config_get_calendar_events, ha_config_remove_calendar_event, ha_config_set_calendar_event
Camera	ha_get_camera_image
Dashboard	ha_get_dashboard_screenshot (beta)
Dashboards	ha_config_delete_dashboard_resource, ha_config_delete_dashboard, ha_config_get_dashboard, ha_config_list_dashboard_resources, ha_config_set_dashboard_resource, ha_config_set_dashboard
Device Registry	ha_get_device, ha_remove_device, ha_set_device
Energy	ha_manage_energy_prefs
Entity Registry	ha_get_entity_exposure, ha_get_entity, ha_remove_entity, ha_set_entity
Files	ha_delete_file (beta), ha_list_files (beta), ha_read_file (beta), ha_write_file (beta)
Groups	ha_config_list_groups, ha_config_remove_group, ha_config_set_group
HACS	ha_get_hacs_info, ha_manage_hacs
Helper Entities	ha_config_list_helpers, ha_config_set_helper, ha_remove_helpers_integrations
History & Statistics	ha_get_automation_traces, ha_get_history, ha_get_logs
Integrations	ha_get_integration, ha_get_system_health, ha_set_integration_enabled
Labels & Categories	ha_config_get_category, ha_config_get_label, ha_config_remove_category, ha_config_remove_label, ha_config_set_category, ha_config_set_label
Matter	ha_manage_radio
Scenes	ha_config_get_scene, ha_config_remove_scene, ha_config_set_scene
Scripts	ha_config_get_script, ha_config_remove_script, ha_config_set_script
Search & Discovery	ha_get_overview, ha_get_state, ha_search
Service & Device Control	ha_bulk_control, ha_call_event, ha_call_service, ha_get_operation_status, ha_list_services
System	ha_config_set_yaml (beta), ha_manage_backup, ha_manage_custom_tool (beta), ha_manage_theme, ha_manage_updates, ha_reload_core, ha_restart
Todo Lists	ha_get_todo, ha_remove_todo_item, ha_set_todo_item
Utilities	ha_eval_template, ha_install_mcp_tools (beta), ha_report_issue
Zones	ha_get_zone, ha_remove_zone, ha_set_zone

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🆚 ha-mcp vs. Home Assistant's built-in MCP Server

Home Assistant ships its own MCP Server integration. It is built on the Assist pipeline, so a connected MCP client can read and control the entities you have exposed to Assist and run the intents Assist understands — handy for voice-style control of already-exposed devices.

ha-mcp is a standalone server built for configuring, building, and debugging your smart home, not just controlling it. On top of device control, it adds capabilities the built-in integration does not have:

Capability	Built-in MCP Server	ha-mcp
Control exposed devices, query states	Yes	Yes
Entity scope	Only entities exposed to Assist	Everything in Home Assistant
Create / edit automations, scripts, scenes	No	Yes
Build & edit dashboards	No	Yes
Debug automations from traces, read history & logs	No	Yes
Manage helpers, areas, zones, labels, groups	No	Yes
Backups, add-ons, HACS, device & entity registry	No	Yes

Rule of thumb: Use the built-in integration for voice-style control of devices you have already exposed; use ha-mcp when you want an AI assistant that can also build and maintain your Home Assistant setup.

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🔌 Custom Component (ha_mcp_tools) — File & YAML Services

The HA-MCP Custom Component also powers a set of privileged tools that standard Home Assistant APIs can't provide: file system access and YAML config editing. (The same component runs the full server in-process — that's the recommended install in the Get Started section at the top.) Its HA MCP Tools services entry enables the tools below.

Tools that require the component:

Tool	Description
ha_config_set_yaml (beta)	Safely add, replace, or remove top-level YAML keys in configuration.yaml and package files (automatic backup, validation, and config check)
ha_list_files (beta)	List files in allowed directories
ha_read_file (beta)	Read files from allowed paths (config YAML, logs, and allowed directories)
ha_write_file (beta)	Write files to allowed directories
ha_delete_file (beta)	Delete files from allowed directories

All other tools work without the component. These five return an error with installation instructions if the component is missing.

These tools also require beta feature flags. See Beta Features for how to enable them — including the ENABLE_BETA_FEATURES master flag, which must be on before the filesystem/YAML sub-flags take effect.

Install

Install the HA MCP Tools services entry from the same HA-MCP Custom Component:

To add manually: open HACS > Integrations > three-dot menu > Custom repositories > add https://github.com/homeassistant-ai/ha-mcp-integration (category: Integration) > Download. Or copy custom_components/ha_mcp_tools/ from this repository into your HA config/custom_components/ directory.

After installing, restart Home Assistant, then open Settings > Devices & Services > Add Integration, search for HA-MCP Custom Component, and add the HA MCP Tools services entry.

To run the full ha-mcp server in-process through this same component, see the Get Started section at the top and the full in-process server documentation →.

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🧠 Better Results with Agent Skills

This server gives your AI agent tools to control Home Assistant. For better configurations, pair it with Home Assistant Agent Skills — domain knowledge that teaches the agent Home Assistant best practices.

An MCP server can create automations, helpers, and dashboards, but it has no opinion on how to structure them. Without domain knowledge, agents tend to over-rely on templates, pick the wrong helper type, or produce automations that are hard to maintain. The skills fill that gap: native constructs over Jinja2 workarounds, correct helper selection, safe refactoring workflows, and proper use of automation modes.

Bundled Skills (built-in)

Skills from homeassistant-ai/skills are bundled and served as MCP resources via skill:// URIs. Any MCP client that supports resources can discover them automatically — no manual installation needed. For tool-only clients (claude.ai, etc.), the same skills are reachable through the polymorphic ha_get_skill_guide tool — call it with no args to list bundled skills, with a skill arg to list its files, or with skill + file to read content. Resources are not auto-injected into context — clients must explicitly request them, so idle context cost is just the metadata listing.

ha_get_skill_guide is a mandatory tool: the catalog always exposes it (it can't be disabled) so tool-only clients never see a silently missing skill surface.

Skills can still be installed manually for clients that prefer local skill files — see the skills repo for instructions.

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🔍 Tool Discovery for AI Agents

By default, the full tool catalog (~84 tools) is listed to the client through the standard MCP tools/list response. Clients with deferred / on-demand tool loading (Claude Sonnet, Claude Opus) handle that fine — tools are pulled into context only when needed, so idle context cost is near-zero.

For models without deferred tool support — Claude Haiku, Gemini, ChatGPT OpenAI-compatible local models, smaller open-weights models — listing the full tool catalog up front adds a lot of idle context and can overwhelm smaller models. To address that, the server ships with a search-based discovery mode built on top of FastMCP's BM25 search transform.

Smaller or local LLMs (Ollama, etc.)

If your model can't see the tools or your Home Assistant, it may be getting handed the whole tool catalog at once and struggling with it. It's recommended to try the following to see if it helps:

• Enable tool search (ENABLE_TOOL_SEARCH=true, or the add-on option below). Instead of listing every tool up front, the server defers the catalog behind a search interface so the model pulls in only the tools it needs, when it needs them.
• Raise the model's context window above the default. Local runtimes ship with small defaults (Ollama's num_ctx is one example) that can't hold a large tool set plus the conversation — increase it well beyond the default.

Enable search-based discovery

Set ENABLE_TOOL_SEARCH=true (or toggle the option in the HA add-on). The full catalog is replaced in the tool list with four entry points plus a small set of always-visible "pinned" tools (ha_search_entities, ha_get_overview, ha_restart, etc.). All tools remain callable directly by name once discovered:

Tool	Purpose
ha_search_tools	BM25 keyword search across all tools. Returns name, description, parameters, and annotations (readOnlyHint / destructiveHint) so the agent can pick the right one.
ha_call_read_tool	Execute a readOnlyHint tool by name. Safe — clients can auto-approve.
ha_call_write_tool	Execute a write tool that creates or updates data.
ha_call_delete_tool	Execute a tool that removes / deletes data.

The proxy split lets MCP clients apply different permission policies per category (e.g. auto-approve reads, prompt for writes, confirm deletes) without parsing tool docstrings.

Setting	Default	Description
ENABLE_TOOL_SEARCH	false	Replace full tool catalog with search-based discovery (tools deferred behind on-demand search).
TOOL_SEARCH_MAX_RESULTS	5	Max results returned by ha_search_tools (range 2–10).
PINNED_TOOLS	empty	Comma-separated tool names to keep always visible. The web settings UI is the primary way to manage this.

When to enable

• Claude Haiku, OpenAI-compatible local models, Gemini, ChatGPT or any model without native deferred tool support — large idle-context savings.
• MCP clients that cap total tool count (some cap at 100) — surfaces a minimal set (~10 tools) instead of 84.
• Cost-sensitive deployments — fewer idle tokens per turn.

Leave it off when using Claude Sonnet/Opus or any client with deferred tool loading; the full catalog has no idle cost there and direct calls skip the search step. If you choose to use our toolsearch then you should disable the native Claude Opus/Sonnet toolsearch, which is called deferred tools in the settings.

🔄 Refresh your client's tool list after changing this (or any) setting. Toggling ENABLE_TOOL_SEARCH (or changing pinned/disabled tools, Read Only Mode, etc.) changes the tools the server exposes, but your AI client keeps serving its cached tool list until it re-fetches. Restarting the add-on or Home Assistant does not refresh the client — reconnect or refresh the MCP server in your client (e.g. re-add/refresh the connector in ChatGPT, or close and reopen Claude Desktop). If you skip this, tools shown as available will return Unknown tool when called.

For the HA add-on, the same option is documented in homeassistant-addon/DOCS.md along with the in-add-on settings UI for fine-grained tool enable/disable/pin.

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🧪 Dev Channel

Want early access to new features and fixes? Dev releases (.devN) are published on every push to master.

Dev Channel Documentation — Instructions for pip/uvx, Docker, and Home Assistant add-on.

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🤝 Contributing

For development setup, testing instructions, and contribution guidelines, see CONTRIBUTING.md.

For comprehensive testing documentation, see tests/README.md.

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🔒 Privacy

Ha-mcp runs locally on your machine. Your smart home data stays on your network.

• No telemetry today — anonymous usage stats are a planned future feature (as of June 2026); when it lands it will follow your Home Assistant analytics/telemetry setting (which you can override), announced prominently in the release notes and the web Settings UI at least one month beforehand
• No personal data collection — we never collect entity names, configs, or device data
• User-controlled bug reports — only sent with your explicit approval

For full details, see our Privacy Policy.

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📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

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🙏 Acknowledgments

• Home Assistant: Amazing smart home platform (!)
• FastMCP: Excellent MCP server framework
• Model Context Protocol: Standardized AI-application communication
• Claude Code: AI-powered coding assistant
• PolicyLayer: Argument-path predicate DSL shape (args.domain in [...] with eq/in/regex/contains/exists/...) inspired the per-tool approval rule schema (#966).

👥 Contributors

Maintainers

• @julienld — Project creator.
• @sergeykad — Core maintainer.
• @kingpanther13 — Core maintainer.
• @Patch76 — Core maintainer.

Contributors

• @bigeric08 — Explicit mcp dependency for protocol version 2025-11-25 support.
• @airlabno — Support for data field in schedule time blocks.
• @ryphez — Codex Desktop UI MCP quick setup guide.
• @Danm72 — Entity registry tools (ha_set_entity, ha_get_entity) for managing entity properties.
• @Raygooo — SOCKS proxy support.
• @cj-elevate — Integration & entity management tools (enable/disable/delete); person/zone/tag config store routing.
• @maxperron — Beta testing.
• @kingbear2 — Windows UV setup guide.
• @konradwalsh — Financial support via GitHub Sponsors. Thank you! ☕
• @knowald — Area resolution via device registry in ha_get_system_overview for entities assigned through their parent device. Financial support via GitHub Sponsors. Thank you! ☕
• @zorrobyte — Per-client WebSocket credentials in OAuth mode, fixing WebSocket tool failures.
• @deanbenson — Fixed ha_deep_search timeout on large Home Assistant instances with many automations.
• @saphid — Config entry options flow tools (initial design, #590).
• @adraguidev — Fix menu-based config entry flows for group helpers (#647).
• @transportrefer — Integration options inspection (ha_get_integration schema support, #689).
• @teh-hippo — Fix blueprint import missing save step.
• @smenzer — Documentation fix.
• @The-Greg-O — REST API for config entry deletion.
• @restriction — Responsible disclosure: python_transform sandbox missing call target validation.
• @lcrostarosa — Diagnostic and health monitoring tools concept (#675), inspiring system/error logs, repairs, and ZHA radio metrics integration.
• @roysha1 — Copilot CLI support in the installation wizard; replaced placeholder logo SVGs with real brand icons on the documentation site.
• @teancom — Fix add-on stats endpoint (/addons/{slug}/stats).
• @TomasDJo — Category support for automations, scripts, and scenes.
• @bzelch — python_transform support for automations and scripts.
• @gcormier — Windows installer improvements: removed unused variable and fixed terminal closing after install.
• @ekobres — Feature flags for HAMCP_ENABLE_FILESYSTEM_TOOLS and HAMCP_ENABLE_CUSTOM_COMPONENT_INTEGRATION in the add-on config, with beta tagging in source and docs.
• @w3z315 — Financial support via GitHub Sponsors. Thank you! ☕
• @griffinmartin — Added OpenCode (by Anomaly) as a selectable AI client in the setup wizard, with both stdio and streamable HTTP support.
• @hhopke — Fixed addon API calls to route through HA Core ingress proxy instead of direct container connections, fixing ha_manage_addon proxy mode on addon installs.
• @tomwilkie — JMESPath middleware exploration (#1147) whose review-time token-measurement data informed the design of #1199 and #1225.
• @SealKan — fields=/attribute_keys= projection on six read-heavy tools (#1225), ha_call_event tool (#1239), dashboards-list helper refactor (#1207), for:-field duration-math detector in the best-practice checker (#1264), persistent DCR OAuth client registrations across restarts (#1265), and issue-triage prompt token-budgeting (#1522).
• @KarelTestSpecial — Cached YAML instance to prevent CPU spikes during bulk edits (#1371).
• @corgan2222 — HA brand assets for custom integration (#1317).
• @drseanwing — Progress emission via FastMCP Context in long-running tools (#1124); tool-discovery / categorized-search docs (#1123).
• @fnordpig — Config subentry support (#1393) and Assist pipeline management tool (#1392).
• @paul43210 — array_patch mode in ha_manage_addon for atomic GET-modify-POST (#1063).
• @L1AD — Filed #966 proposing tool security policies; pointed to PolicyLayer's MCP-security work as prior art that inspired the predicate DSL shape.
• @nightcityblade — Updated stale Home Assistant Advanced Mode references after HA 2026.6 made formerly advanced options available by default (#1533).
• @emmelutzer — Financial support via GitHub Sponsors. Thank you! ☕
• @pkkr — ha_knx_get_project tool exposing KNX group addresses from an uploaded ETS project file.
• @cbowns — Fixed inconsistent hyphen in setup.astro Codex CLI docs.
• @Shaan-alpha — Extended ha_restart known-good error patterns to cover 502/503 responses from reverse proxies.
• @rebelancap — Fixed UTC-to-local timezone conversion in add_timezone_metadata.
• @saevras — Fixed blueprint import E2E test to use local URL instead of host-to-container networking.
• @jasonjhofmann — Recurring calendar events via rrule support in ha_config_set_calendar_event.
• @vpciii — Coerce JSON-encoded strings on dict/list tool params.
• @pburtchaell — Financial support via GitHub Sponsors. Thank you! ☕

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💬 Community

• GitHub Discussions — Ask questions, share ideas
• Issue Tracker — Report bugs, request features, or suggest tool behavior improvements

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