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          "github_owner": "homeassistant-ai",
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        "decision_reasoning": "ha-mcp-dev is a Home Assistant MCP server providing complete control of Home Assistant through MCP. It is a dev version (7.6.0.dev662) but from a well-known project with high traction. The adapter itself can control smart home devices, read sensors, and potentially access credentials stored in Home Assistant. Infra risk is high because it can control physical infrastructure (lights, locks, thermostats). Credential risk is high because Home Assistant tokens could be exposed. Financial risk is medium due to potential energy misuse. Blast radius is high as compromising this server could affect all connected smart home devices. Decision is 'evaluate' because it is a powerful integration that requires careful security review before integration.",
        "id": "66e1c00ce6edf2bcc24540272b28b908",
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        "summary": "Home Assistant MCP Server - Complete control of Home Assistant through MCP",
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            "info": {
              "author": null,
              "author_email": "Julien <github@qc-h.net>",
              "bugtrack_url": null,
              "classifiers": [
                "Development Status :: 5 - Production/Stable",
                "Intended Audience :: Developers",
                "License :: OSI Approved :: MIT License",
                "Programming Language :: Python :: 3",
                "Programming Language :: Python :: 3.13",
                "Topic :: Home Automation",
                "Topic :: Software Development :: Libraries :: Python Modules"
              ],
              "description": "> **Breaking change (v7.3.0):** `ha_config_set_yaml` has been moved to [beta](docs/beta.md).\n\n<div align=\"center\">\n  <img src=\"docs/img/ha-mcp-logo.png\" alt=\"Home Assistant MCP Server Logo\" width=\"300\"/>\n\n  # The Unofficial and Awesome Home Assistant MCP Server\n\n  <!-- mcp-name: io.github.homeassistant-ai/ha-mcp -->\n\n  <p align=\"center\">\n    <img src=\"https://img.shields.io/badge/tools-84-blue\" alt=\"95+ Tools\">\n    <a href=\"https://github.com/homeassistant-ai/ha-mcp/releases\"><img src=\"https://img.shields.io/github/v/release/homeassistant-ai/ha-mcp\" alt=\"Release\"></a>\n    <a href=\"https://github.com/homeassistant-ai/ha-mcp/actions/workflows/e2e-tests.yml\"><img src=\"https://img.shields.io/github/actions/workflow/status/homeassistant-ai/ha-mcp/e2e-tests.yml?branch=master&label=E2E%20Tests\" alt=\"E2E Tests\"></a>\n    <a href=\"LICENSE.md\"><img src=\"https://img.shields.io/github/license/homeassistant-ai/ha-mcp.svg\" alt=\"License\"></a>\n    <br>\n    <a href=\"https://github.com/homeassistant-ai/ha-mcp/commits/master\"><img src=\"https://img.shields.io/github/commit-activity/m/homeassistant-ai/ha-mcp.svg\" alt=\"Activity\"></a>\n    <a href=\"https://github.com/jlowin/fastmcp\"><img src=\"https://img.shields.io/badge/Built%20with-FastMCP-purple\" alt=\"Built with FastMCP\"></a>\n    <img src=\"https://img.shields.io/python/required-version-toml?tomlFilePath=https%3A%2F%2Fraw.githubusercontent.com%2Fhomeassistant-ai%2Fha-mcp%2Fmaster%2Fpyproject.toml\" alt=\"Python Version\">\n    <a href=\"https://github.com/sponsors/julienld\"><img src=\"https://img.shields.io/badge/GitHub_Sponsors-\u2615-blueviolet\" alt=\"GitHub Sponsors\"></a>\n    <a href=\"https://homeassistant-ai.github.io/ha-mcp/\"><img src=\"https://img.shields.io/badge/Website-docs-teal\" alt=\"Website\"></a>\n  </p>\n\n  <p align=\"center\">\n    <em>A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with Home Assistant.<br>\n    Using natural language, control smart home devices, query states, execute services and manage your automations.</em>\n  </p>\n</div>\n\n---\n\n![Demo with Claude Desktop](docs/img/demo.webp)\n\n---\n\n## \ud83d\ude80 Get Started\n\n### Full guide to get you started with Claude Desktop (~10 min)\n\n*No paid subscription required.* Click on your operating system:\n\n<p>\n<a href=\"https://homeassistant-ai.github.io/ha-mcp/guide-macos/\"><img src=\"https://img.shields.io/badge/Setup_Guide_for_macOS-000000?style=for-the-badge&logo=apple&logoColor=white\" alt=\"Setup Guide for macOS\" height=\"120\"></a>&nbsp;&nbsp;&nbsp;&nbsp;<a href=\"https://homeassistant-ai.github.io/ha-mcp/guide-linux/\"><img src=\"https://img.shields.io/badge/Setup_Guide_for_Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black\" alt=\"Setup Guide for Linux\" height=\"120\"></a>&nbsp;&nbsp;&nbsp;&nbsp;<a href=\"https://homeassistant-ai.github.io/ha-mcp/guide-windows/\"><img src=\"https://img.shields.io/badge/Setup_Guide_for_Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white\" alt=\"Setup Guide for Windows\" height=\"120\"></a>\n</p>\n\n### Quick install (~5 min)\n\n<details>\n<summary><b>\ud83c\udf4e macOS</b></summary>\n\n1. Go to [claude.ai](https://claude.ai) and sign in (or create a free account)\n2. Open **Terminal** and run:\n   ```sh\n   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-macos.sh | sh\n   ```\n3. [Download Claude Desktop](https://claude.ai/download) (or restart: Claude menu \u2192 Quit)\n4. Ask Claude: **\"Can you see my Home Assistant?\"**\n\nYou're now connected to the demo environment! [Connect your own Home Assistant \u2192](https://homeassistant-ai.github.io/ha-mcp/guide-macos/#step-6-connect-your-home-assistant)\n\n</details>\n\n<details>\n<summary><b>\ud83d\udc27 Linux</b></summary>\n\nAnthropic doesn't ship Claude Desktop for Linux, so pick one path:\n\n**Claude Desktop** \u2014 free, via the community build:\n\n1. Install the community [Claude Desktop for Linux](https://github.com/aaddrick/claude-desktop-debian) build and sign in with a free [claude.ai](https://claude.ai) account\n2. Open **Terminal** and run:\n   ```sh\n   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-linux.sh | sh\n   ```\n3. Restart Claude Desktop, then ask: **\"Can you see my Home Assistant?\"**\n\n**Claude Code** \u2014 official CLI, requires a paid Claude plan:\n\n1. Install Claude Code: `curl -fsSL https://claude.ai/install.sh | bash`\n2. Configure ha-mcp, then run `claude`:\n   ```sh\n   curl -LsSf https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install.sh | sh -s -- --claude-code\n   ```\n3. Start `claude`, run `/mcp` to confirm, then ask: **\"Can you see my Home Assistant?\"**\n\n[Full Linux guide \u2192](https://homeassistant-ai.github.io/ha-mcp/guide-linux/)\n\n</details>\n\n<details>\n<summary><b>\ud83e\ude9f Windows</b></summary>\n\n1. Go to [claude.ai](https://claude.ai) and sign in (or create a free account)\n2. Open **Windows PowerShell** (from Start menu) and run:\n   ```powershell\n   irm https://raw.githubusercontent.com/homeassistant-ai/ha-mcp/master/scripts/install-windows.ps1 | iex\n   ```\n3. [Download Claude Desktop](https://claude.ai/download) (or restart: File \u2192 Exit)\n4. Ask Claude: **\"Can you see my Home Assistant?\"**\n\nYou're now connected to the demo environment! [Connect your own Home Assistant \u2192](https://homeassistant-ai.github.io/ha-mcp/guide-windows/#step-6-connect-your-home-assistant)\n\n</details>\n\n<details>\n<summary><b>\ud83c\udfe0 Home Assistant OS (Add-on)</b></summary>\n\n1. Add the repository to your Home Assistant instance:\n\n   [![Add Repository](https://my.home-assistant.io/badges/supervisor_add_addon_repository.svg)](https://my.home-assistant.io/redirect/supervisor_add_addon_repository/?repository_url=https%3A%2F%2Fgithub.com%2Fhomeassistant-ai%2Fha-mcp)\n\n2. Install **\"Home Assistant MCP Server\"** from the Add-on Store and wait for it to complete\n3. Click **Start**, then open the **Logs** tab to find your unique MCP URL\n4. Configure your AI client with that URL\n\nNo token or credential setup needed \u2014 the add-on connects to Home Assistant automatically.\n\n[Full add-on documentation \u2192](homeassistant-addon/DOCS.md)\n\n</details>\n\n<details>\n<summary><b>\ud83c\udf10 Remote Access (Nabu Casa / Webhook Proxy)</b></summary>\n\nAlready have **Nabu Casa** or another reverse proxy pointing at your Home Assistant? The Webhook Proxy add-on routes MCP traffic through your existing setup \u2014 no separate tunnel or port forwarding needed.\n\n1. Install the **MCP Server add-on** (see above) and the **Webhook Proxy** add-on from the same store\n2. Start the webhook proxy and **restart Home Assistant** when prompted\n3. Copy the webhook URL from the add-on logs:\n   ```\n   MCP Server URL (remote): https://xxxxx.ui.nabu.casa/api/webhook/mcp_xxxxxxxx\n   ```\n4. Configure your AI client with that URL\n\nFor other remote access methods (Cloudflare Tunnel, custom reverse proxy), see the [Setup Wizard](https://homeassistant-ai.github.io/ha-mcp/setup/).\n\n[Webhook proxy documentation \u2192](https://github.com/homeassistant-ai/ha-mcp/blob/master/homeassistant-addon-webhook-proxy/DOCS.md)\n\n</details>\n\n### \ud83e\uddd9 Setup Wizard for 15+ clients\n\n**Claude Code, Gemini CLI, ChatGPT, Open WebUI, VSCode, Cursor, and more.**\n\n<p>\n<a href=\"https://homeassistant-ai.github.io/ha-mcp/setup/\"><img src=\"https://img.shields.io/badge/Open_Setup_Wizard-4A90D9?style=for-the-badge\" alt=\"Open Setup Wizard\" height=\"40\"></a>\n</p>\n\nHaving issues? Check the **[FAQ & Troubleshooting](https://homeassistant-ai.github.io/ha-mcp/faq/)**\n\n---\n\n## \ud83d\udcac What Can You Do With It?\n\nJust talk to Claude naturally. Here are some real examples:\n\n| You Say | What Happens |\n|---------|--------------|\n| *\"Create an automation that turns on the porch light at sunset\"* | Creates the automation with proper triggers and actions |\n| *\"Add a weather card to my dashboard\"* | Updates your Lovelace dashboard with the new card |\n| *\"The motion sensor automation isn't working, debug it\"* | Analyzes execution traces, identifies the issue, suggests fixes |\n| *\"Make my morning routine automation also turn on the coffee maker\"* | Reads the existing automation, adds the new action, updates it |\n| *\"Create a script that sets movie mode: dim lights, close blinds, turn on TV\"* | Creates a reusable script with the sequence of actions |\n\nSpend less time configuring, more time enjoying your smart home.\n\n---\n\n## \u2728 Features\n\n| Category | Capabilities |\n|----------|--------------|\n| **\ud83d\udd0d Search** | Fuzzy entity search, deep config search, system overview |\n| **\ud83c\udfe0 Control** | Any service, bulk device control, real-time states |\n| **\ud83d\udd27 Manage** | Automations, scripts, helpers, dashboards, areas, zones, groups, calendars, blueprints |\n| **\ud83d\udcca Monitor** | History, statistics, camera snapshots, automation traces, ZHA devices |\n| **\ud83d\udcbe System** | Backup/restore, updates, add-ons, device registry |\n\n<details>\n<!-- TOOLS_TABLE_START -->\n\n<summary><b>Complete Tool List (84 tools)</b></summary>\n\n| Category | Tools |\n|----------|-------|\n| **Add-ons** | `ha_get_addon`, `ha_manage_addon` |\n| **Areas & Floors** | `ha_list_floors_areas`, `ha_remove_area_or_floor`, `ha_set_area_or_floor` |\n| **Assist** | `ha_manage_pipeline` |\n| **Automations** | `ha_config_get_automation`, `ha_config_remove_automation`, `ha_config_set_automation` |\n| **Blueprints** | `ha_get_blueprint`, `ha_import_blueprint` |\n| **Calendar** | `ha_config_get_calendar_events`, `ha_config_remove_calendar_event`, `ha_config_set_calendar_event` |\n| **Camera** | `ha_get_camera_image` |\n| **Dashboard** | `ha_get_dashboard_screenshot` *(beta)* |\n| **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` |\n| **Device Registry** | `ha_get_device`, `ha_remove_device`, `ha_set_device` |\n| **Energy** | `ha_manage_energy_prefs` |\n| **Entity Registry** | `ha_get_entity_exposure`, `ha_get_entity`, `ha_remove_entity`, `ha_set_entity` |\n| **Files** | `ha_delete_file` *(beta)*, `ha_list_files` *(beta)*, `ha_read_file` *(beta)*, `ha_write_file` *(beta)* |\n| **Groups** | `ha_config_list_groups`, `ha_config_remove_group`, `ha_config_set_group` |\n| **HACS** | `ha_get_hacs_info`, `ha_manage_hacs` |\n| **Helper Entities** | `ha_config_list_helpers`, `ha_config_set_helper`, `ha_remove_helpers_integrations` |\n| **History & Statistics** | `ha_get_automation_traces`, `ha_get_history`, `ha_get_logs` |\n| **Integrations** | `ha_get_integration`, `ha_get_system_health`, `ha_set_integration_enabled` |\n| **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` |\n| **Scenes** | `ha_config_get_scene`, `ha_config_remove_scene`, `ha_config_set_scene` |\n| **Scripts** | `ha_config_get_script`, `ha_config_remove_script`, `ha_config_set_script` |\n| **Search & Discovery** | `ha_deep_search`, `ha_get_overview`, `ha_get_state`, `ha_search_entities` |\n| **Service & Device Control** | `ha_bulk_control`, `ha_call_event`, `ha_call_service`, `ha_get_operation_status`, `ha_list_services` |\n| **System** | `ha_config_set_yaml` *(beta)*, `ha_get_updates`, `ha_manage_backup`, `ha_manage_custom_tool` *(beta)*, `ha_reload_core`, `ha_restart` |\n| **Todo Lists** | `ha_get_todo`, `ha_remove_todo_item`, `ha_set_todo_item` |\n| **Utilities** | `ha_eval_template`, `ha_install_mcp_tools` *(beta)*, `ha_report_issue` |\n| **Zones** | `ha_get_zone`, `ha_remove_zone`, `ha_set_zone` |\n\n<!-- TOOLS_TABLE_END -->\n</details>\n\n---\n\n## \ud83d\udd0c Custom Component (ha_mcp_tools) *(beta)*\n\nSome tools require a companion custom component installed in Home Assistant. Standard HA APIs do not expose file system access or YAML config editing. This component provides both.\n\n**Tools that require the component:**\n\n| Tool | Description |\n|------|-------------|\n| `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) |\n| `ha_list_files` *(beta)* | List files in allowed directories (www/, themes/, custom_templates/) |\n| `ha_read_file` *(beta)* | Read files from allowed paths (config YAML, logs, www/, themes/, custom_templates/, custom_components/) |\n| `ha_write_file` *(beta)* | Write files to allowed directories |\n| `ha_delete_file` *(beta)* | Delete files from allowed directories |\n\nAll other tools work without the component. These five return an error with installation instructions if the component is missing.\n\nThese tools also require feature flags: `HAMCP_ENABLE_FILESYSTEM_TOOLS=true` (file tools) and `ENABLE_YAML_CONFIG_EDITING=true` (YAML editing). To enable the `ha_install_mcp_tools` installer tool, set `HAMCP_ENABLE_CUSTOM_COMPONENT_INTEGRATION=true`.\n\n### Install using HACS (recommended)\n\n[![Open your Home Assistant instance and open a repository inside the Home Assistant Community Store.](https://my.home-assistant.io/badges/hacs_repository.svg)](https://my.home-assistant.io/redirect/hacs_repository/?owner=homeassistant-ai&repository=ha-mcp&category=integration)\n\nTo add manually: open **HACS** > **Integrations** > three-dot menu > **Custom repositories** > add `https://github.com/homeassistant-ai/ha-mcp` (category: Integration) > **Download**.\n\nAfter installing, restart Home Assistant. Then open **Settings** > **Devices & Services** > **Add Integration** and search for **Home Assistant MCP Server Custom Component**.\n\nOn **Home Assistant OS / Supervised**, the integration offers to add the add-on repository and install and start the **Home Assistant MCP Server** add-on for you \u2014 no need to add the add-on repository by hand. On **Container / Core** installs (no Supervisor) there is no add-on; run the server via Docker or pip and the integration just sets up the file/YAML services.\n\n### Install manually\n\nCopy `custom_components/ha_mcp_tools/` from this repository into your HA `config/custom_components/` directory. Restart Home Assistant, then add the integration as described above.\n\n---\n\n## \ud83e\udde0 Better Results with Agent Skills\n\nThis server gives your AI agent tools to control Home Assistant. For better configurations, pair it with [Home Assistant Agent Skills](https://github.com/homeassistant-ai/skills) \u2014 domain knowledge that teaches the agent Home Assistant best practices.\n\nAn 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.\n\n### Bundled Skills (built-in)\n\nSkills from `homeassistant-ai/skills` are bundled and served as [MCP resources](https://modelcontextprotocol.io/docs/concepts/resources) via `skill://` URIs. Any MCP client that supports resources can discover them automatically \u2014 no manual installation needed. For tool-only clients (claude.ai, etc.), the same skills are reachable through the polymorphic `ha_get_skill_guide` tool \u2014 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 \u2014 clients must explicitly request them, so idle context cost is just the metadata listing.\n\n`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.\n\nSkills can still be installed manually for clients that prefer local skill files \u2014 see the [skills repo](https://github.com/homeassistant-ai/skills) for instructions.\n\n---\n\n## \ud83d\udd0d Tool Discovery for AI Agents\n\nBy default, the full tool catalog (~86 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 \u2014 tools are pulled into context only when needed, so idle context cost is near-zero.\n\nFor models *without* deferred tool support \u2014 Claude Haiku, Gemini, ChatGPT OpenAI-compatible local models, smaller open-weights models \u2014 listing 86 tools eats ~46K tokens of idle context. To address that, the server ships with a **search-based discovery mode** built on top of FastMCP's BM25 search transform.\n\n### Enable search-based discovery\n\nSet 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:\n\n| Tool | Purpose |\n|------|---------|\n| `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. |\n| `ha_call_read_tool` | Execute a `readOnlyHint` tool by name. Safe \u2014 clients can auto-approve. |\n| `ha_call_write_tool` | Execute a write tool that creates or updates data. |\n| `ha_call_delete_tool` | Execute a tool that removes / deletes data. |\n\nThe 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.\n\n| Setting | Default | Description |\n|---------|---------|-------------|\n| `ENABLE_TOOL_SEARCH` | `false` | Replace full tool catalog with search-based discovery (~46K \u2192 ~5K idle tokens). |\n| `TOOL_SEARCH_MAX_RESULTS` | `5` | Max results returned by `ha_search_tools` (range 2\u201310). |\n| `PINNED_TOOLS` | empty | Comma-separated tool names to keep always visible. The web settings UI is the primary way to manage this. |\n\n### When to enable\n\n- **Claude Haiku, OpenAI-compatible local models, Gemini, ChatGPT or any model without native deferred tool support** \u2014 large idle-context savings.\n- MCP clients that cap total tool count (some cap at 100) \u2014 surfaces a minimal set (~10 tools) instead of 86.\n- **Cost-sensitive deployments** \u2014 fewer idle tokens per turn.\n\nLeave 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.\n\nFor the HA add-on, the same option is documented in [`homeassistant-addon/DOCS.md`](homeassistant-addon/DOCS.md#enable_tool_search) along with the in-add-on settings UI for fine-grained tool enable/disable/pin.\n\n---\n\n## \ud83e\uddea Dev Channel\n\nWant early access to new features and fixes? Dev releases (`.devN`) are published on every push to master.\n\n**[Dev Channel Documentation](docs/dev-channel.md)** \u2014 Instructions for pip/uvx, Docker, and Home Assistant add-on.\n\n---\n\n## \ud83e\udd1d Contributing\n\nFor development setup, testing instructions, and contribution guidelines, see **[CONTRIBUTING.md](CONTRIBUTING.md)**.\n\nFor comprehensive testing documentation, see **[tests/README.md](tests/README.md)**.\n\n---\n\n## \ud83d\udd12 Privacy\n\nHa-mcp runs **locally** on your machine. Your smart home data stays on your network.\n\n- **No telemetry today** \u2014 anonymous usage stats are a planned future feature (as of May 2026); users will be notified when it lands and it will be opt-in only\n- **No personal data collection** \u2014 we never collect entity names, configs, or device data\n- **User-controlled bug reports** \u2014 only sent with your explicit approval\n\nFor full details, see our [Privacy Policy](PRIVACY.md).\n\n---\n\n## \ud83d\udcc4 License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n---\n\n## \ud83d\ude4f Acknowledgments\n\n- **[Home Assistant](https://home-assistant.io/)**: Amazing smart home platform (!)\n- **[FastMCP](https://github.com/jlowin/fastmcp)**: Excellent MCP server framework\n- **[Model Context Protocol](https://modelcontextprotocol.io/)**: Standardized AI-application communication\n- **[Claude Code](https://github.com/anthropics/claude-code)**: AI-powered coding assistant\n- **[PolicyLayer](https://policylayer.com/)**: Argument-path predicate DSL shape (`args.domain in [...]` with `eq`/`in`/`regex`/`contains`/`exists`/...) inspired the per-tool approval rule schema (#966).\n\n## \ud83d\udc65 Contributors\n\n### Maintainers\n\n- **[@julienld](https://github.com/julienld)** \u2014 Project creator.\n- **[@sergeykad](https://github.com/sergeykad)** \u2014 Core maintainer.\n- **[@kingpanther13](https://github.com/kingpanther13)** \u2014 Core maintainer.\n- **[@Patch76](https://github.com/Patch76)** \u2014 Core maintainer.\n\n### Contributors\n\n- **[@bigeric08](https://github.com/bigeric08)** \u2014 Explicit `mcp` dependency for protocol version 2025-11-25 support.\n- **[@airlabno](https://github.com/airlabno)** \u2014 Support for `data` field in schedule time blocks.\n- **[@ryphez](https://github.com/ryphez)** \u2014 Codex Desktop UI MCP quick setup guide.\n- **[@Danm72](https://github.com/Danm72)** \u2014 Entity registry tools (`ha_set_entity`, `ha_get_entity`) for managing entity properties.\n- **[@Raygooo](https://github.com/Raygooo)** \u2014 SOCKS proxy support.\n- **[@cj-elevate](https://github.com/cj-elevate)** \u2014 Integration & entity management tools (enable/disable/delete); person/zone/tag config store routing.\n- **[@maxperron](https://github.com/maxperron)** \u2014 Beta testing.\n- **[@kingbear2](https://github.com/kingbear2)** \u2014 Windows UV setup guide.\n- **[@konradwalsh](https://github.com/konradwalsh)** \u2014 Financial support via [GitHub Sponsors](https://github.com/sponsors/julienld). Thank you! \u2615\n- **[@knowald](https://github.com/knowald)** \u2014 Area resolution via device registry in `ha_get_system_overview` for entities assigned through their parent device. Financial support via [GitHub Sponsors](https://github.com/sponsors/julienld). Thank you! \u2615\n- **[@zorrobyte](https://github.com/zorrobyte)** \u2014 Per-client WebSocket credentials in OAuth mode, fixing WebSocket tool failures.\n- **[@deanbenson](https://github.com/deanbenson)** \u2014 Fixed `ha_deep_search` timeout on large Home Assistant instances with many automations.\n- **[@saphid](https://github.com/saphid)** \u2014 Config entry options flow tools (initial design, #590).\n- **[@adraguidev](https://github.com/adraguidev)** \u2014 Fix menu-based config entry flows for group helpers (#647).\n- **[@transportrefer](https://github.com/transportrefer)** \u2014 Integration options inspection (`ha_get_integration` schema support, #689).\n- **[@teh-hippo](https://github.com/teh-hippo)** \u2014 Fix blueprint import missing save step.\n- **[@smenzer](https://github.com/smenzer)** \u2014 Documentation fix.\n- **[@The-Greg-O](https://github.com/The-Greg-O)** \u2014 REST API for config entry deletion.\n- **[@restriction](https://github.com/restriction)** \u2014 Responsible disclosure: python_transform sandbox missing call target validation.\n- **[@lcrostarosa](https://github.com/lcrostarosa)** \u2014 Diagnostic and health monitoring tools concept (#675), inspiring system/error logs, repairs, and ZHA radio metrics integration.\n- **[@roysha1](https://github.com/roysha1)** \u2014 Copilot CLI support in the installation wizard; replaced placeholder logo SVGs with real brand icons on the documentation site.\n- **[@teancom](https://github.com/teancom)** \u2014 Fix add-on stats endpoint (`/addons/{slug}/stats`).\n- **[@TomasDJo](https://github.com/TomasDJo)** \u2014 Category support for automations, scripts, and scenes.\n- **[@bzelch](https://github.com/bzelch)** \u2014 `python_transform` support for automations and scripts.\n- **[@gcormier](https://github.com/gcormier)** \u2014 Windows installer improvements: removed unused variable and fixed terminal closing after install.\n- **[@ekobres](https://github.com/ekobres)** \u2014 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.\n- **[@w3z315](https://github.com/w3z315)** \u2014 Financial support via [GitHub Sponsors](https://github.com/sponsors/julienld). Thank you! \u2615\n- **[@griffinmartin](https://github.com/griffinmartin)** \u2014 Added OpenCode (by Anomaly) as a selectable AI client in the setup wizard, with both stdio and streamable HTTP support.\n- **[@hhopke](https://github.com/hhopke)** \u2014 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.\n- **[@tomwilkie](https://github.com/tomwilkie)** \u2014 JMESPath middleware exploration (#1147) whose review-time token-measurement data informed the design of #1199 and #1225.\n- **[@SealKan](https://github.com/SealKan)** \u2014 `fields=`/`attribute_keys=` projection on six read-heavy tools (#1225), `ha_call_event` tool (#1239), and dashboards-list helper refactor (#1207).\n- **[@KarelTestSpecial](https://github.com/KarelTestSpecial)** \u2014 Cached YAML instance to prevent CPU spikes during bulk edits (#1371).\n- **[@corgan2222](https://github.com/corgan2222)** \u2014 HA brand assets for custom integration (#1317).\n- **[@drseanwing](https://github.com/drseanwing)** \u2014 Progress emission via FastMCP `Context` in long-running tools (#1124); tool-discovery / categorized-search docs (#1123).\n- **[@fnordpig](https://github.com/fnordpig)** \u2014 Config subentry support (#1393) and Assist pipeline management tool (#1392).\n- **[@paul43210](https://github.com/paul43210)** \u2014 `array_patch` mode in `ha_manage_addon` for atomic GET-modify-POST (#1063).\n- **[@L1AD](https://github.com/L1AD)** \u2014 Filed #966 proposing tool security policies; pointed to PolicyLayer's MCP-security work as prior art that inspired the predicate DSL shape.\n\n---\n\n## \ud83d\udcac Community\n\n- **[GitHub Discussions](https://github.com/homeassistant-ai/ha-mcp/discussions)** \u2014 Ask questions, share ideas\n- **[Issue Tracker](https://github.com/homeassistant-ai/ha-mcp/issues)** \u2014 Report bugs, request features, or suggest tool behavior improvements\n\n---\n\n## \u2b50 Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=homeassistant-ai/ha-mcp&type=Date)](https://star-history.com/#homeassistant-ai/ha-mcp&Date)\n",
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                      "code_lines": 13260,
                      "comment_lines": 270,
                      "files": 61
                    }
                  },
                  "total_code_lines": 13260,
                  "total_comment_lines": 270
                },
                "links": {
                  "authors": "/api/v1/crates/homeboy/0.14.0/authors",
                  "dependencies": "/api/v1/crates/homeboy/0.14.0/dependencies",
                  "version_downloads": "/api/v1/crates/homeboy/0.14.0/downloads"
                },
                "num": "0.14.0",
                "published_by": {
                  "avatar": "https://avatars.githubusercontent.com/u/44784595?v=4",
                  "id": 381436,
                  "login": "chubes4",
                  "name": "Chris Huber",
                  "url": "https://github.com/chubes4"
                },
                "readme_path": "/api/v1/crates/homeboy/0.14.0/readme",
                "repository": "https://github.com/Extra-Chill/homeboy",
                "rust_version": null,
                "trustpub_data": null,
                "updated_at": "2026-01-14T23:58:56.440786Z",
                "yank_message": null,
                "yanked": false
              }
            ]
          },
          "downloads_total": 5641,
          "license": {
            "confidence": "high",
            "raw": "MIT",
            "spdx": "MIT"
          },
          "registry": "crates.io",
          "verified": "true",
          "version": "0.221.1"
        },
        "title": "New crate version published: homeboy v0.222.12",
        "use_case_tags": [
          "devops_automation",
          "testing",
          "code_generation"
        ],
        "why_it_matters": "homeboy v0.222.12 is a headless automation tool for agentic software engineering workflows. It likely involves executing code, accessing files, and potentially making network calls. The version number (0.222.12) suggests early-stage active development despite many releases. It has high infrastructure risk because it can execute arbitrary code, high credential risk if it accesses secrets, and high blast radius if compromised. Decision: wait until it reaches a stable release and has more community adoption and security review."
      },
      {
        "assessed_at": "2026-06-10T04:44:36.598469+00:00",
        "capabilities": [
          "network_outbound",
          "credential_read",
          "file_read",
          "git_operate"
        ],
        "community_signals": {
          "github_archived": false,
          "github_disabled": false,
          "github_forks": 0,
          "github_last_commit": "2026-06-09T18:37:36Z",
          "github_license": "Apache-2.0",
          "github_open_issues": 0,
          "github_owner": "zwitbaum",
          "github_repo": "mcp-devops-on-prem",
          "github_stars": 0,
          "popularity_tier": "minimal",
          "signals_fetched_at": "2026-06-10T04:39:05.684502+00:00",
          "signals_source": "github",
          "signals_stale": false
        },
        "decision": "evaluate",
        "decision_reasoning": "mcp-devops-onpremise is an MCP server for on-premises Azure DevOps, enabling browsing repositories, pull requests, work items, and wikis. Version 0.3.0 is relatively early but functional. Credential risk is high because it requires Azure DevOps PAT tokens or NTLM authentication to access on-premises resources. Infra risk is medium as it can read repository contents and work items. Compliance risk is medium because on-premises DevOps often contains sensitive source code and business data. Blast radius is medium as compromise could leak source code and project data. Decision is 'evaluate' because it is a useful integration for teams using on-premises Azure DevOps, but requires security review of authentication handling.",
        "id": "8f14ccae8ff50cdc6ef341a5f539ab87",
        "install_command": "pip install mcp-devops-onpremise==0.3.0",
        "item_type": "package",
        "license": {
          "confidence": "high",
          "raw": "Apache-2.0",
          "spdx": "Apache-2.0"
        },
        "risk_dimensions": {
          "blast_radius": "medium",
          "compliance_risk": "medium",
          "credential_risk": "high",
          "financial_risk": "low",
          "infra_risk": "medium"
        },
        "risk_factors": {
          "license": {
            "detail": "MIT license",
            "score": "high"
          },
          "maintenance": {
            "detail": "Version 0.3.0, some updates but not high frequency",
            "score": "medium"
          },
          "supply_chain": {
            "detail": "Depends on MCP SDK and Azure DevOps Python libraries",
            "score": "medium"
          },
          "trust": {
            "detail": "Published by a known developer but not a major org",
            "score": "medium"
          }
        },
        "risk_tier": "medium",
        "scraped_at": "2026-06-07T20:46:55.108698+00:00",
        "skip_if": [
          "no on-premises Azure DevOps instance",
          "already using Azure DevOps MCP server"
        ],
        "source": "pypi",
        "source_url": "https://pypi.org/project/mcp-devops-onpremise/0.3.0/",
        "summary": "MCP server for on-premises Azure DevOps \u2014 browse repositories, pull requests, work items, and wikis.",
        "tested": {
          "_full_response": {
            "info": {
              "author": null,
              "author_email": null,
              "bugtrack_url": null,
              "classifiers": [
                "Development Status :: 4 - Beta",
                "Intended Audience :: Developers",
                "License :: OSI Approved :: Apache Software License",
                "Programming Language :: Python :: 3",
                "Programming Language :: Python :: 3.10",
                "Programming Language :: Python :: 3.11",
                "Programming Language :: Python :: 3.12",
                "Programming Language :: Python :: 3.13",
                "Topic :: Software Development :: Libraries :: Python Modules",
                "Topic :: Software Development :: Version Control"
              ],
              "description": "<div align=\"center\">\n\n# MCP DevOps On-Premise\n\nModel Context Protocol [MCP](https://modelcontextprotocol.io/) server for **on-premises Azure DevOps** that lets AI assistants browse repositories, review pull requests, manage work items, and interact with wikis.\n\n[![License: MIT](https://img.shields.io/badge/license-Apache%20License%202.0-blue)](https://opensource.org/licenses/apache-2.0)\n[![PyPI - Version](https://img.shields.io/pypi/v/mcp-devops-onpremise)](https://pypi.org/project/mcp-devops-onpremise)\n\n<div class=\"toc\">\n  <a href=\"#overview\">Overview</a> \u2022  \n  <a href=\"#getting-started\">Getting Started</a> \u2022\n  <a href=\"#installation-guide\">Installation Guide</a> \u2022\n  <a href=\"#updating\">Updating</a> \u2022\n  <a href=\"#available-tools\">Available Tools</a> \u2022\n  <a href=\"#development\">Development</a>\n</div>\n\n</div>\n\n\n## Overview\n\nMany organizations use on-premise DevOps solutions such as TFS or Azure DevOps Server in their projects. Integrating these systems with modern agentic AI tools and LLMs can be difficult. The official Microsoft Azure DevOps MCP server does not support these environments and is unlikely to support them in the future.\n\nThis MCP server closes that gap and enables smooth integration with on-premise DevOps systems.\n\n## Key Advantages\n\n- Supports typical on-prem DevOps authentication: NTLM (Windows login/password) and Personal Access Tokens (PAT).\n- Enables secure access to on-prem DevOps systems from MCP-compatible AI tools such as GitHub Copilot, Claude Desktop, Cursor, Windsurf, and others.\n- Works in restricted or offline environments without exposing sensitive data to external services.\n- Retrieves commit diffs with clear added/removed lines, similar to the DevOps UI.\n- Helps keep and track project documentation alongside code changes.\n- Automates common tasks such as work item management and code review processes.\n\n## Getting Started\n\n### Quick Install\n\n**Prerequisites:** [Python 3.10+](#prerequisites) and [uv](#uv) are required. If not yet installed, see [Prerequisites](#prerequisites) in the Installation Guide below.\n\nClick one of the buttons below to install directly in your IDE \u2014 you will be prompted for credentials:\n\n[![Install in VS Code](https://img.shields.io/badge/Install_in-VS_Code-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=devops-onprem&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-devops-onpremise%22%5D%2C%22env%22%3A%7B%22DEVOPS_API_URL%22%3A%22%24%7Binput%3Adevops_api_url%7D%22%2C%22DEVOPS_USERNAME%22%3A%22%24%7Binput%3Adevops_username%7D%22%2C%22DEVOPS_PASSWORD%22%3A%22%24%7Binput%3Adevops_password%7D%22%7D%2C%22inputs%22%3A%5B%7B%22id%22%3A%22devops_api_url%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Azure%20DevOps%20API%20URL%20%28https%3A%2F%2Fserver%2Forg%2Fproject%29%22%7D%2C%7B%22id%22%3A%22devops_username%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Username%20%28DOMAIN%5C%5Cusername%29%22%7D%2C%7B%22id%22%3A%22devops_password%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Password%20or%20PAT%22%2C%22password%22%3Atrue%7D%5D%7D)\n[![Install in VS Code Insiders](https://img.shields.io/badge/Install_in-VS_Code_Insiders-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=devops-onprem&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-devops-onpremise%22%5D%2C%22env%22%3A%7B%22DEVOPS_API_URL%22%3A%22%24%7Binput%3Adevops_api_url%7D%22%2C%22DEVOPS_USERNAME%22%3A%22%24%7Binput%3Adevops_username%7D%22%2C%22DEVOPS_PASSWORD%22%3A%22%24%7Binput%3Adevops_password%7D%22%7D%2C%22inputs%22%3A%5B%7B%22id%22%3A%22devops_api_url%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Azure%20DevOps%20API%20URL%20%28https%3A%2F%2Fserver%2Forg%2Fproject%29%22%7D%2C%7B%22id%22%3A%22devops_username%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Username%20%28DOMAIN%5C%5Cusername%29%22%7D%2C%7B%22id%22%3A%22devops_password%22%2C%22type%22%3A%22promptString%22%2C%22description%22%3A%22Password%20or%20PAT%22%2C%22password%22%3Atrue%7D%5D%7D&quality=insiders)\n[![Install in Cursor](https://img.shields.io/badge/Install_in-Cursor-000000?style=flat-square&logoColor=white)](https://cursor.com/en/install-mcp?name=devops-onprem&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJtY3AtZGV2b3BzLW9ucHJlbWlzZSJdLCJlbnYiOnt9fQ==)\n\nFor other platforms, see [Manual Installation](#manual-installation) below.\n\n\n### Manual Installation\n\n> For the server command and environment variable settings used in the steps below, see [Configuration](#configuration) in the Installation Guide.\n\n<details>\n<summary>VS Code</summary>\n\nFollow the MCP install [guide](https://code.visualstudio.com/docs/copilot/chat/mcp-servers#_add-an-mcp-server), use the [configuration](#configuration) below. \n\nAfter installation, the devops-onprem MCP server will be available for use with your GitHub Copilot agent in VS Code.\n</details>\n\n<details>\n<summary>VS Code Insiders</summary>\n\nFollow the MCP install [guide](https://code.visualstudio.com/docs/copilot/chat/mcp-servers#_add-an-mcp-server), use the [configuration](#configuration) below.\n\nAfter installation, the devops-onprem MCP server will be available for use with your GitHub Copilot agent in VS Code Insiders.\n</details>\n\n<details>\n<summary>Visual Studio</summary>\n\n1. Open Visual Studio\n2. Navigate to the GitHub Copilot Chat window\n3. Click the tools icon (\ud83d\udee0\ufe0f) in the chat toolbar\n4. Click the + \"Add Custom MCP Server\" button to open the \"Configure MCP server\" dialog\n5. Fill in the configuration:\n   - **Server ID**: `devops-onprem`\n   - **Type**: Select `stdio` from the dropdown\n   - **Command (with optional arguments)**: `uvx mcp-devops-onpremise`\n   - **Envisronment Variables**: add like described in the Configuration chapter.\n6. Click \"Save\" to add the server\n\nFor detailed instructions, see the [Visual Studio MCP documentation](https://learn.microsoft.com/visualstudio/ide/mcp-servers).\n</details>\n\n<details>\n<summary>Cursor</summary>\n\nGo to `Cursor Settings` -> `MCP` -> `Add new MCP Server`. Name to your liking, use `command` type with the command from the [configuration](#configuration) below. You can also verify config or add command like arguments via clicking `Edit`.\n</details>\n\n<details>\n<summary>Goose</summary>\n\nGo to `Advanced settings` -> `Extensions` -> `Add custom extension`. Name to your liking, use type `STDIO`, and set the `command` from the [configuration](#configuration) below. Click \"Add Extension\".\n</details>\n\n<details>\n<summary>LM Studio</summary>\n\nGo to `Program` in the right sidebar -> `Install` -> `Edit mcp.json`. Use the [configuration](#configuration) below.\n</details>\n\n<details>\n<summary>Amp</summary>\n\nAdd via the Amp VS Code extension settings screen or by updating your settings.json file:\n\n```json\n\"amp.mcpServers\": \n  \"devops-onprem\": {\n    \"command\": \"uvx\",\n    \"args\": [\n      \"mcp-devops-onpremise\"\n    ],\n    \"env\": {}\n  }\n\n```\n\n**Amp CLI Setup:**\n\nAdd via the `amp mcp add` command below:\n\n```bash\namp mcp add devops-onprem -- uvx mcp-devops-onpremise\n```\n</details>\n\n<details>\n<summary>Claude Code</summary>\n\nUse the Claude Code CLI to add the devops-onprem MCP server:\n\n```bash\nclaude mcp add devops-onprem uvx mcp-devops-onpremise\n```\n</details>\n\n<details>\n<summary>Claude Desktop</summary>\n\nFollow the MCP install [guide](https://modelcontextprotocol.io/quickstart/user), use the [configuration](#configuration) below.\n</details>\n\n<details>\n<summary>Codex</summary>\n\nCreate or edit the configuration file `~/.codex/config.toml` and add:\n\n```toml\n[mcp_servers.devops-onprem]\ncommand = \"uvx\"\nargs = [\"mcp-devops-onpremise\"]\n```\n\nFor more information, see the [Codex MCP documentation](https://github.com/openai/codex/blob/main/codex-rs/config.md#mcp_servers).\n</details>\n\n<details>\n<summary>Gemini CLI</summary>\n\nFollow the MCP install [guide](https://github.com/google-gemini/gemini-cli/blob/main/docs/tools/mcp-server.md#configure-the-mcp-server-in-settingsjson), use the [configuration](#configuration) below.\n</details>\n\n<details>\n<summary>OpenCode</summary>\n\nFollow the MCP Servers [documentation](https://opencode.ai/docs/mcp-servers/). For example in `~/.config/opencode/opencode.json`:\n\n```json\n{\n  \"$schema\": \"https://opencode.ai/config.json\",\n  \"mcp\": {\n    \"devops-onprem\": {\n      \"type\": \"local\",\n      \"command\": [\n        \"uvx\",\n        \"mcp-devops-onpremise\"\n      ],\n      \"enabled\": true\n    }\n  }\n}\n```\n</details>\n\n<details>\n<summary>Qodo Gen</summary>\n\nOpen [Qodo Gen](https://docs.qodo.ai/qodo-documentation/qodo-gen) chat panel in VSCode or IntelliJ \u2192 Connect more tools \u2192 + Add new MCP \u2192 Paste the [configuration](#configuration) below.\n\nClick Save.\n</details>\n\n<details>\n<summary>Warp</summary>\n\nGo to `Settings` -> `AI` -> `Manage MCP Servers` -> `+ Add` to [add an MCP Server](https://docs.warp.dev/knowledge-and-collaboration/mcp#adding-an-mcp-server). Use the [configuration](#configuration) below.\n\nAlternatively, use the slash command `/add-mcp` in the Warp prompt and paste the [configuration](#configuration) below.\n</details>\n\n<details>\n<summary>Windsurf</summary>\n\nFollow Windsurf MCP [documentation](https://docs.windsurf.com/windsurf/cascade/mcp). Use the [configuration](#configuration) below.\n</details>\n\n<details>\n<summary>GitHub Copilot CLI</summary>\n\nGitHub Copilot CLI supports adding MCP servers interactively and through a config file.\n\n#### Option 1: Interactive setup with `/mcp add`\n\n1. Open GitHub Copilot CLI in interactive mode.\n2. Run `/mcp add`.\n3. Enter **Server Name**: `devops-onprem`.\n4. Choose **Server Type**:\n   - `STDIO` for command-based servers\n   - `HTTP` for remote servers\n5. Fill in command/url settings from the [configuration](#configuration) below and set **Tools** to `*`.\n6. Press `Ctrl+S` to save.\n\n#### Option 2: Edit `~/.copilot/mcp-config.json`\n\nUse the [configuration](#configuration) below.\n\nFor more information, see the [GitHub Copilot CLI MCP documentation](https://docs.github.com/en/copilot/how-tos/copilot-cli/customize-copilot/add-mcp-servers).\n</details>\n\n<details>\n<summary>GitHub Copilot Coding Agent</summary>\n\nGitHub Copilot Coding Agent can use MCP servers to extend its capabilities. Use the [configuration](#configuration) below \u2014 add it to your repository settings under **Copilot > Coding agent**.\n\nAdd this configuration to your repository settings under **Copilot > Coding agent**. The `\"tools\": [\"*\"]` setting enables all available tools from the MCP server.\n\nFor more information, see the [GitHub Copilot Coding Agent MCP documentation](https://docs.github.com/en/copilot/how-tos/use-copilot-agents/coding-agent/extend-coding-agent-with-mcp).\n</details>\n\n\n## Installation Guide\n\n### Prerequisites\n\n#### Python 3.10 or later\n\nIf Python is not installed on your machine, download it from [python.org](https://www.python.org/downloads/).\n\n> **Windows:** Check **\"Add Python to PATH\"** during installation.  \n> `pip` is included with Python \u2014 no separate install needed.\n\n#### uv\n\n`uv` is a fast Python package manager that powers the one-click installs and the ephemeral server launch.\n\n> **Windows users:** Open **Command Prompt** (`cmd`) or **PowerShell** to run all commands in this guide.\n\n```\npip install uv\n```\n\n> More info: [uv documentation](https://github.com/astral-sh/uv)\n\n### Standalone Server Installation (optional)\n\nIn most cases you do not need to install the server separately \u2014 the IDE integrations in [Getting Started](#getting-started) handle this automatically via `uvx`. If you need to run or test the server outside an IDE:\n\n**Ephemeral (recommended, no permanent install):**\n\n```\nuvx mcp-devops-onpremise\n```\n\n**Permanent install:**\n\n```\npip install mcp-devops-onpremise\n```\n\n### Authentication\n\nThe server supports three authentication methods. **Start with NTLM (username + password) if you connect via VPN or are on a corporate network. Use PAT if it is available and works in your environment.**\n\n#### Option 1: Username + Password (NTLM \u2014 most common for on-prem/VPN)\n\nTypical for on-premises Azure DevOps Server accessed via VPN or Windows Auth.\n\n| Variable | Value |\n|---|---|\n| `DEVOPS_USERNAME` | `DOMAIN\\your-username` |\n| `DEVOPS_PASSWORD` | Your Windows / Active Directory password |\n\n#### Option 2: Personal Access Token (PAT)\n\nPAT is simpler to configure but may not work if your on-prem server blocks token-based access or requires VPN + NTLM.\n\nTo create a PAT: open your DevOps profile \u2192 **Personal access tokens** \u2192 **New token**.\nSee: [Microsoft docs - Create a PAT](https://learn.microsoft.com/en-us/azure/devops/organizations/accounts/use-personal-access-tokens-to-authenticate)\n\n| Variable | Value |\n|---|---|\n| `DEVOPS_PAT` | Your personal access token |\n| `DEVOPS_USERNAME` | *(optional)* Your username |\n\n#### Option 3: OAuth Bearer Token (advanced / CI/CD only)\n\nOAuth Bearer tokens work only if your on-prem Azure DevOps Server has OAuth 2.0 configured \u2014 uncommon in standard on-prem setups. Mainly useful for Azure DevOps Services (cloud) or automated pipelines that receive short-lived tokens from an identity provider.\n\n| Variable | Value |\n|---|---|\n| `DEVOPS_TOKEN` | Your OAuth Bearer token |\n\n> If you are unsure whether OAuth is available, use NTLM or PAT instead.\n\n### MD4 Support (NTLM only, optional)\n\nNTLM authentication requires the MD4 hash algorithm, which is not included in all Python environments. If you encounter an MD4-related error, install `pycryptodome`:\n\n```\npip install pycryptodome\n```\n\n> Skip this step if you use PAT or OAuth.\n\n### Configuration\n\nThe `DEVOPS_API_URL` must point to your full project URL:\n```\nhttps://<your-devops-server>/<organization>/<project>\n```\n\n#### With NTLM (username + password)\n\n```json\n{\n  \"mcpServers\": {\n    \"devops-onprem\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcp-devops-onpremise\"],\n      \"env\": {\n        \"DEVOPS_API_URL\": \"https://your-devops-server/your-organization/your-project\",\n        \"DEVOPS_USERNAME\": \"DOMAIN\\\\your-username\",\n        \"DEVOPS_PASSWORD\": \"your-password\"\n      }\n    }\n  }\n}\n```\n\n#### With PAT\n\n```json\n{\n  \"mcpServers\": {\n    \"devops-onprem\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcp-devops-onpremise\"],\n      \"env\": {\n        \"DEVOPS_API_URL\": \"https://your-devops-server/your-organization/your-project\",\n        \"DEVOPS_PAT\": \"your-personal-access-token\"\n      }\n    }\n  }\n}\n```\n\n> If you used a permanent install, replace `\"command\": \"uvx\"` with `\"command\": \"mcp-devops-onpremise\"` and remove the `\"args\"` line.\n\n## Updating\n\n### Check the current installed version\n\n**If you installed permanently (Option B):**\n\n```\nmcp-devops-onpremise --version\n```\n\n### Check if a newer version is available\n\nVisit the [releases page on GitHub](https://github.com/zwitbaum/mcp-devops-on-prem/releases) or the [CHANGELOG](https://github.com/zwitbaum/mcp-devops-on-prem/blob/main/CHANGELOG.md).\n\n### Update to the latest version\n\n**If you use `uvx` (Option A):** `uvx` always fetches the latest version from PyPI automatically \u2014 no action needed.\n\n**If you installed permanently (Option B):**\n\n```\npip install --upgrade mcp-devops-onpremise\n```\n\n## Available Tools\n\n### Pull Requests\n\n| Tool | Description | Read-only |\n|---|---|:---:|\n| `devops_pull_request_get` | Retrieve a pull request by ID, including linked work items and commit SHAs for diffing | \u2705 |\n| `devops_pull_request_list_threads` | Returns a hierarchical list of non-deleted comment threads and their text comments | \u2705 |\n| `devops_pull_request_list_thread_comments` | List non-deleted text comments in a specific thread | \u2705 |\n| `devops_pull_request_create_comment` | Create a new thread with an initial comment (general or inline on a file/line) | \u274c |\n| `devops_pull_request_reply_comment` | Reply to an existing comment thread | \u274c |\n| `devops_pull_request_update_thread` | Update the status of a comment thread | \u274c |\n| `devops_pull_request_update_comment` | Update the text of an existing comment | \u274c |\n| `devops_pull_request_delete_comment` | Delete a comment from a pull request thread | \u274c |\n\n### Repositories\n\n| Tool | Description | Read-only |\n|---|---|:---:|\n| `devops_repository_list` | List all repositories in the project | \u2705 |\n| `devops_repository_get` | Retrieve repository details by name or ID | \u2705 |\n| `devops_repository_commit_changes` | List files changed in a specific commit | \u2705 |\n| `devops_repository_diffs_commits` | Get the difference between two commits (changed file paths) | \u2705 |\n| `devops_repository_item_content` | Get raw file content at a specific commit or branch | \u2705 |\n| `devops_get_item_content_diff` | Get line-level textual diff of a file between two commits (added lines prefixed `+`, removed `-`) | \u2705 |\n\n### Work Items\n\n| Tool | Description | Read-only |\n|---|---|:---:|\n| `devops_work_item_get` | Retrieve a work item (PBI, bug, task) by numeric ID. Returns a compact object with key fields, attachments (files and inline images), and linked items (work items, pull requests, commits) | \u2705 |\n| `devops_work_item_attachment_get` | Download a work item attachment by its GUID, either saving locally or returning base64-encoded content | \u2705 |\n| `devops_work_item_type_get` | Get the definition of a work item type by name (e.g. `Bug`, `User Story`) | \u2705 |\n| `devops_work_item_create` | Create a new work item with typed fields; Html is the default format | \u274c |\n| `devops_work_item_update` | Update fields on a work item using JSON Patch (add / replace / remove) | \u274c |\n| `devops_work_item_delete` | Delete a work item \u2014 moves to Recycle Bin by default; use `destroy=True` for permanent deletion (requires project permission) | \u274c |\n| `devops_work_item_undelete` | Restore a soft-deleted work item from the Recycle Bin | \u274c |\n| `devops_work_item_link_update` | Add or remove a relation link between two work items (parent, child, related, successor, predecessor, etc.) | \u274c |\n| `devops_work_item_artifact_link_update` | Add or remove an artifact link (Pull Request, Build, Commit, Branch, Changeset) on a work item | \u274c |\n| `devops_work_item_comment_list` | List comments on a work item with configurable page size and format | \u2705 |\n| `devops_work_item_comment_add` | Add a comment to a work item | \u274c |\n| `devops_work_item_comment_update` | Update an existing comment on a work item | \u274c |\n| `devops_work_item_comment_delete` | Delete a comment from a work item | \u274c |\n\n### Wiki\n\n| Tool | Description | Read-only |\n|---|---|:---:|\n| `devops_wiki_page_get_by_url` | Get wiki page metadata (id, path) and optional content by its URL | \u2705 |\n| `devops_wiki_page_create_or_update` | Create or update a wiki page under a specified parent page | \u274c |\n| `devops_wiki_page_update` | Update an existing wiki page by ID | \u274c |\n| `devops_wiki_page_delete` | Delete an existing wiki page by ID | \u274c |\n\n## Development\n\n```bash\n# Install dev dependencies\nuv sync --group dev\n\n# Run linting\nuv run ruff check src/\nuv run black --check src/\n\n# Run tests\nuv run pytest tests/\n```",
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              "description": "# jetsam\n\n[![PyPI](https://img.shields.io/pypi/v/jetsam)](https://pypi.org/project/jetsam/)\n[![Docs](https://readthedocs.org/projects/jetsam/badge/?version=latest)](https://jetsam.readthedocs.io)\n[![CI](https://github.com/teaguesterling/jetsam/actions/workflows/ci.yml/badge.svg)](https://github.com/teaguesterling/jetsam/actions)\n\nGit workflow accelerator for humans and agents.\n\nJetsam wraps common multi-step git workflows into single, plannable commands. Every\naction generates a preview plan before executing, making it safe for interactive use\nand ideal for AI agent integration via MCP.\n\n**[Documentation](https://jetsam-mcp.readthedocs.io)** | **[PyPI](https://pypi.org/project/jetsam-mcp/)** | **[GitHub](https://github.com/teaguesterling/jetsam)**\n\n## Installation\n\n```bash\npip install jetsam-mcp\n# or\nuv pip install jetsam-mcp\n```\n\n## Quick start\n\n```bash\n# Initialize in a repo\njetsam init\n\n# Check status\njetsam status\n\n# Stage + commit\njetsam save -m \"fix parser bug\"\n\n# Full pipeline: stage \u2192 commit \u2192 push \u2192 PR\njetsam ship -m \"add dark mode\"\n\n# Tag and release\njetsam release v0.1.0 --title \"First release\"\n```\n\nEvery command shows a plan and asks for confirmation before executing.\nUse `--dry-run` to preview without executing, or `--execute` to skip the prompt.\n\n## Verb reference\n\n| Verb | Alias | Description |\n|---|---|---|\n| `status` | `s` | Show repository state snapshot |\n| `save` | `v` | Stage and commit with smart defaults |\n| `sync` | `y` | Fetch, rebase/merge, and push |\n| `ship` | `h` | Full pipeline: stage, commit, push, open PR |\n| `switch` | `w` | Switch branches with automatic stash/unstash |\n| `start` | `b` | Start work on an issue or feature (branch or worktree) |\n| `finish` | `f` | Merge PR and clean up branch |\n| `tidy` | `t` | Prune merged branches and stale remote refs |\n| `release` | `r` | Tag, push tag, and create platform release |\n| `log` | `l` | Condensed commit history |\n| `diff` | `d` | Show diff with smart defaults |\n| `pr` | `p` | Pull request operations (view/create/list) |\n| `prs` | \u2014 | List PRs with check and review status |\n| `checks` | `c` | Show CI check status |\n| `issues` | `i` | List issues from project tracker |\n| `init` | \u2014 | Initialize jetsam in a repo |\n\n### Common flags\n\nAll workflow verbs (`save`, `sync`, `ship`, `switch`, `start`, `finish`, `tidy`, `release`) support:\n\n- `--dry-run` \u2014 show plan without executing\n- `--execute` \u2014 execute without prompting\n- `--json` (global) \u2014 output as JSON\n\n### Key verb options\n\n**save** `[-m MESSAGE] [--include GLOB] [--exclude GLOB] [FILES...]`\n\n**ship** `[-m MESSAGE] [--to BRANCH] [--no-pr] [--merge] [--include GLOB] [--exclude GLOB] [FILES...]`\n\n**sync** `[--strategy rebase|merge]`\n\n**switch** `BRANCH [-c/--create]`\n\n**start** `TARGET [-w/--worktree] [--base BRANCH] [--prefix PREFIX]`\n\n**finish** `[--strategy squash|merge|rebase] [--no-delete]`\n\n**release** `TAG [--title TITLE] [--notes NOTES] [--draft]`\n\n## MCP integration\n\nJetsam includes a built-in MCP server for agent integration:\n\n```bash\n# Full agent setup: MCP config + routing instructions + warning hooks\njetsam init --mcp --agents claude --hooks claude\n\n# Or just the MCP server config\njetsam init --mcp\n```\n\nThis creates `.mcp.json` for automatic MCP discovery, `CLAUDE.md` with a routing\ntable that teaches agents to use jetsam tools instead of raw git/gh, and warning\nhooks that alert agents when they bypass jetsam.\n\nThe MCP tools mirror CLI verbs with a plan \u2192 confirm flow:\n\n1. Call a workflow tool (e.g. `save`, `ship`, `release`) \u2014 returns a plan\n2. Optionally call `modify_plan` to adjust the plan\n3. Call `confirm` to execute, or `cancel` to discard\n\nAdditional MCP tools for PR interaction: `pr_comment`, `pr_review`,\n`pr_comments`, `issue_close`.\n\n## Shell aliases\n\nInstall short aliases for common operations:\n\n```bash\njetsam init --aliases\n```\n\nThis adds the following aliases to your shell config:\n\n| Alias | Command |\n|---|---|\n| `jt` | `jetsam` |\n| `jts` | `jetsam status` |\n| `jtv` | `jetsam save` |\n| `jty` | `jetsam sync` |\n| `jth` | `jetsam ship` |\n| `jtp` | `jetsam ship --pr` |\n| `jtw` | `jetsam switch` |\n| `jtl` | `jetsam log` |\n| `jtd` | `jetsam diff` |\n\n## Worktree support\n\nJetsam supports git worktrees for parallel development:\n\n```bash\n# Start work in a new worktree\njetsam start my-feature --worktree\n\n# Finish and clean up the worktree\njetsam finish\n```\n\n### Shared paths\n\nCreate a `.git-worktree-shared` file in the repo root to automatically symlink\npaths into new worktrees (one path per line):\n\n```\n.env\nnode_modules\n.venv\n```\n\nLines starting with `#` are ignored.\n\n## Configuration\n\nJetsam stores its configuration in `.jetsam/` at the repo root:\n\n| Path | Purpose |\n|---|---|\n| `.jetsam/` | Config directory (created by `init`) |\n| `.jetsam/plans/` | Temporary plan storage (5-minute TTL) |\n| `.mcp.json` | MCP server config (created by `init --mcp`) |\n| `.git-worktree-shared` | Paths to symlink into worktrees |\n\n## Platform support\n\nJetsam auto-detects GitHub and GitLab from remote URLs:\n\n- **GitHub** \u2014 uses [gh CLI](https://cli.github.com/)\n- **GitLab** \u2014 uses [glab CLI](https://gitlab.com/gitlab-org/cli)\n\nGit pass-through: any unrecognized command is forwarded to git, so `jetsam log --oneline`\nworks exactly like `git log --oneline`.\n\n## License\n\nMIT\n",
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                "Operating System :: OS Independent",
                "Programming Language :: Python :: 3",
                "Programming Language :: Python :: 3 :: Only",
                "Programming Language :: Python :: 3.10",
                "Programming Language :: Python :: 3.11",
                "Programming Language :: Python :: 3.12",
                "Programming Language :: Python :: 3.13",
                "Programming Language :: Python :: 3.14",
                "Topic :: Database",
                "Topic :: Software Development :: Build Tools",
                "Topic :: Software Development :: Quality Assurance",
                "Topic :: Utilities"
              ],
              "description": "<div align=\"center\">\n  <h1>ssot-mcp</h1>\n  <p><strong>Optional MCP server for SSOT registry coordination and pull-worker campaigns.</strong></p>\n</div>\n\n<div align=\"center\">\n  <a href=\"https://pypi.org/project/ssot-mcp/\"><img src=\"https://img.shields.io/pypi/v/ssot-mcp?label=PyPI%20version\" alt=\"PyPI version\" /></a>\n  <a href=\"https://pypi.org/project/ssot-mcp/\"><img src=\"https://img.shields.io/pypi/pyversions/ssot-mcp?label=Python\" alt=\"Supported Python versions\" /></a>\n  <a href=\"https://pepy.tech/project/ssot-mcp\"><img src=\"https://static.pepy.tech/badge/ssot-mcp\" alt=\"Downloads\" /></a>\n  <a href=\"https://hits.sh/github.com/groupsum/ssot-registry/\"><img src=\"https://hits.sh/github.com/groupsum/ssot-registry.svg?style=flat-square\" alt=\"Repository hits\" /></a>\n<!-- ssot-schema-badges:start -->\n  <img src=\"https://img.shields.io/badge/schema_version-0.8.0-blue\" alt=\"schema_version 0.8.0\" />\n  <img src=\"https://img.shields.io/badge/migration%20coverage-14%2F14-brightgreen\" alt=\"Migration coverage 14/14\" />\n<!-- ssot-schema-badges:end -->\n</div>\n\n`ssot-mcp` is the optional Model Context Protocol server for SSOT.\n\nIt lets MCP-capable clients coordinate registry mutations, pull-worker campaigns, leases, worker events, and campaign state through tools backed by [ssot-core](https://pypi.org/project/ssot-core/). The ordinary `.ssot/registry.json`, Python API, and [ssot-cli](https://pypi.org/project/ssot-cli/) workflows do not require this package.\n\n- GitHub: https://github.com/groupsum/ssot-registry\n\n## What this package owns\n\n- The `ssot-mcp` console entry point\n- MCP tools, resources, and prompts for optional SSOT control-plane workflows\n- Registry entity CRUD and linking tools for MCP clients\n- Pull-worker campaign tools for claiming slices, renewing leases, completing slices, abandoning slices, and reading worker events\n- In-process delegation to the live `ssot` CLI parser for command coverage that is not yet exposed as a dedicated MCP tool\n\n## When to use this package\n\nUse `ssot-mcp` when you want:\n\n- a Codex or MCP client to mutate SSOT registry entities without hand-editing `.ssot/registry.json`\n- workers to pull maturation slices from a shared SSOT registry\n- durable worker events and campaign status exposed through MCP tools\n- a repo-pinned MCP server for one repository\n- an explicit repo-per-call MCP server for development and test harnesses\n\nUse another package when you want:\n\n- [ssot-cli](https://pypi.org/project/ssot-cli/) for complete command-line workflow coverage\n- [ssot-core](https://pypi.org/project/ssot-core/) for direct Python API access\n- [ssot-registry](https://pypi.org/project/ssot-registry/) for the umbrella install bundle\n- [ssot-tui](https://pypi.org/project/ssot-tui/) for terminal browsing\n\n## Install\n\n```bash\npython -m pip install ssot-mcp\npython -m pip install \"ssot-registry[mcp]\"\npython -m pip install \"ssot-registry[all]\"\n```\n\nFor local development:\n\n```bash\npython -m pip install -e pkgs/ssot-mcp\n```\n\nThis package depends on [ssot-core](https://pypi.org/project/ssot-core/) and the official Python MCP runtime. Its SSOT dependency range tracks the current core release train with a compatible `<0.3.0` bound.\n\n## Start the server\n\nRun one pinned server per repository in normal use:\n\n```powershell\nssot-mcp --transport stdio --repo E:\\swarmauri_github\\ssot-registry\n```\n\nRun global development mode only when every tool and resource call must provide an explicit `repo` argument:\n\n```powershell\nssot-mcp --transport stdio --repo-mode explicit\n```\n\nSee [Codex MCP configuration](../../docs/coordination/codex-mcp.md) for Codex `config.toml` examples.\n\n## Registry write authority\n\nWorkers and MCP clients should not hand-edit `.ssot/registry.json`. When a client needs SSOT entity changes, it asks `ssot-mcp` to perform the mutation through registry tools such as:\n\n- `registry_entity_get`\n- `registry_entity_list`\n- `registry_entity_search`\n- `registry_entity_upsert`\n- `registry_entity_delete`\n- `registry_entity_link`\n- `registry_entity_unlink`\n- `get_ssot_cli_surface`\n- `run_ssot_cli`\n- mirrored `ssot_cli__*` tools for each live CLI command path\n\nThe structured entity tools use the same core registry mutation APIs as the CLI, validate before saving, and emit `registry_updated` events. `get_ssot_cli_surface` exposes the live parser inventory, `run_ssot_cli` remains the generic delegation fallback, and `ssot-mcp` also registers mirrored `ssot_cli__*` MCP tools for every current CLI command path. Together they keep the CLI and MCP surfaces aligned across global flags, help/version requests, commands, subcommands, command flags, and subcommand flags.\n\n## Pull-worker campaign model\n\nWorkers pull work with `claim_next_maturation_slice`. Push notifications may wake, pause, refresh, or stop workers, but they do not assign feature or tier slices.\n\nUseful tools include:\n\n- `claim_next_maturation_slice`\n- `get_slice_context`\n- `complete_slice`\n- `renew_lease`\n- `abandon_slice`\n- `get_campaign_status`\n- `get_worker_events`\n- `ack_worker_events`\n- `get_conflicts`\n- `scaffold_target_claim_wiring`\n- `repair_blocked_transition`\n\n`claim_next_maturation_slice` accepts `feature_ids`, `profile_ids`, and `boundary_ids`. Unscoped campaigns consider 25 in-bounds active features by default, and operators can raise `feature_limit` explicitly for broader campaigns. Out-of-bounds features are filtered from assignment and campaign status output.\n\nAuto-scaffolding is enabled by default so `ssot-mcp` attempts target-tier claim, test, and evidence scaffolding before returning a blocked result. When a claim response returns `kind=\"blocked\"`, it includes a top-level `reason` and structured `problem_detail` with recommended MCP tool calls.\n\n## Package relationships\n\n- Package type: optional MCP server package\n- Depends on: [ssot-core](https://pypi.org/project/ssot-core/) and the official Python MCP runtime\n- Optional via: [ssot-registry](https://pypi.org/project/ssot-registry/) extras `mcp` and `all`\n- Related packages: [ssot-cli](https://pypi.org/project/ssot-cli/), [ssot-tui](https://pypi.org/project/ssot-tui/), [ssot-conformance](https://pypi.org/project/ssot-conformance/), [ssot-contracts](https://pypi.org/project/ssot-contracts/)\n\nIf you need an MCP server for Codex or another MCP-capable client, install this package. If you only need local command-line registry operations, install [ssot-cli](https://pypi.org/project/ssot-cli/).\n",
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        "id": "8f14ccae8ff5",
        "title": "mcp-devops-onpremise",
        "type": "package",
        "decision": "evaluate"
      }
    ]
  }
}