[{"_1":2,"_460":-5,"_461":-5},"loaderData",{"_3":4,"_29":30,"_286":287},"root",{"_5":6,"_14":15},"toasts",[7],{"_8":9,"_10":11,"_12":13},"uid","01999870-4a0f-709a-9933-5e21d59e2704","title","This MCP server does not support inspection","type","error","visitor",{"_16":17,"_18":19},"viewportWidth",1280,"visitorSession",{"_20":21,"_23":24,"_25":-5,"_26":27,"_28":-5},"attributes",[22],"bot","id",17216360,"membership","referenceId","01999741-5648-746d-aa76-377bfd37ef27","userAccount","routes/_public/mcp/servers/~namespace/~slug/_pages/_layout",{"_31":32,"_33":-5,"_34":35,"_36":47,"_203":204,"_285":190},"availableLocales",[],"githubUser","locale",{"_36":37,"_40":44,"_45":46},"mcpServer",{"_38":39,"_40":41,"_42":43},"description","A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.","name","MCP Jira & Confluence Server","readme","# MCP Server for Jira and Confluence\n\nA Model Context Protocol (MCP) server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly.\n\n## Features\n\n- **Jira Integration**\n - List recent issues\n - View issue details including comments\n - Create new issues\n - Add comments to issues\n - Transition issues between statuses\n - **Get assigned issues** - Retrieve your assigned tickets ordered by priority and date\n - **Summarize issues** - Get comprehensive issue summaries with comments and history\n - **Extract Confluence and Git links** - Find all Confluence page references and Git repository URLs in issues\n\n- **Confluence Integration**\n - List recent pages\n - View page content\n - Create new pages\n - Update existing pages\n - Add comments to pages\n - Search pages using CQL (Confluence Query Language)\n - Get specific pages by ID or title\n - Ask questions about page content\n\n- **AI-Powered Prompts**\n - Summarize Jira issues\n - Create structured Jira issue descriptions\n - Summarize Confluence pages\n - Generate structured Confluence content\n\n## Installation\n\n1. Clone the repository\n2. Install dependencies using `uv`:\n\n```bash\npip install uv\nuv pip install -e .\n```\n\n## Configuration\n\n### Environment Variables\n\nSet the following environment variables to configure the server:\n\n#### Jira Configuration\n- `JIRA_URL`: Base URL of your Jira instance (e.g., `https://yourcompany.atlassian.net`)\n- `JIRA_USERNAME`: Your Jira username/email\n- `JIRA_API_TOKEN`: Your Jira API token or password\n- `JIRA_PERSONAL_TOKEN`: Personal access token (alternative to username/API token)\n\n#### Confluence Configuration\n- `CONFLUENCE_URL`: Base URL of your Confluence instance (e.g., `https://yourcompany.atlassian.net/wiki`)\n- `CONFLUENCE_USERNAME`: Your Confluence username/email\n- `CONFLUENCE_API_TOKEN`: Your Confluence API token or password\n- `CONFLUENCE_PERSONAL_TOKEN`: Personal access token (alternative to username/API token)\n\n### Quick Setup\n\n1. Create API tokens from your Atlassian account settings\n2. Set environment variables in your shell:\n\n```bash\nexport JIRA_URL=\"https://yourcompany.atlassian.net\"\nexport JIRA_USERNAME=\"your-email@company.com\"\nexport JIRA_API_TOKEN=\"your-jira-api-token\"\n\nexport CONFLUENCE_URL=\"https://yourcompany.atlassian.net/wiki\"\nexport CONFLUENCE_USERNAME=\"your-email@company.com\"\nexport CONFLUENCE_API_TOKEN=\"your-confluence-api-token\"\n```\n\n3. Or use the provided `run.sh` script with environment variables\n\n## Usage\n\n### Starting the Server\n\nRun the server directly:\n\n```bash\npython -m mcp_jira_confluence.server\n```\n\n### VSCode MCP Extension\n\nIf using with the VSCode MCP extension, the server is automatically configured via `.vscode/mcp.json`.\n\n### Claude Desktop\n\nTo use with Claude Desktop, add the following configuration:\n\nOn MacOS: `~/Library/Application\\ Support/Claude/claude_desktop_config.json`\nOn Windows: `%APPDATA%/Claude/claude_desktop_config.json`\n\n

Development/Unpublished Servers Configuration

\n \n```json\n\"mcpServers\": {\n \"mcp-jira-confluence\": {\n \"command\": \"uv\",\n \"args\": [\n \"--directory\",\n \"/Users/annmariyajoshy/vibecoding/mcp-jira-confluence\",\n \"run\",\n \"mcp-jira-confluence\"\n ]\n }\n }\n ```\n

\n\n

Published Servers Configuration

\n \n```json\n\"mcpServers\": {\n \"mcp-jira-confluence\": {\n \"command\": \"uvx\",\n \"args\": [\n \"mcp-jira-confluence\"\n ]\n }\n}\n```\n

\n\n## Resources\n\nThe server exposes the following types of resources:\n\n- `jira://issue/{ISSUE_KEY}` - Jira issues\n- `confluence://page/{PAGE_ID}` - Confluence pages\n- `confluence://space/{SPACE_KEY}/page/{PAGE_ID}` - Confluence pages with space key\n\n## Usage\n\n### Available Tools\n\n#### Jira Tools\n- **`create-jira-issue`**: Create a new Jira issue\n- **`comment-jira-issue`**: Add a comment to an issue\n- **`transition-jira-issue`**: Change an issue's status\n- **`get-jira-issue`**: Get detailed information about a specific Jira issue\n- **`get-my-assigned-issues`**: Get issues assigned to you, ordered by priority and date\n- **`summarize-jira-issue`**: Get comprehensive issue summary with comments and history\n- **`extract-confluence-links`**: Find all Confluence and Git repository links in an issue\n\n#### Confluence Tools\n- **`create-confluence-page`**: Create a new Confluence page\n- **`update-confluence-page`**: Update an existing page (version auto-fetched if not provided)\n- **`comment-confluence-page`**: Add a comment to a page\n- **`get-confluence-page`**: Get a specific page with optional comments/history\n- **`search-confluence`**: Search pages using CQL queries\n- **`ask-confluence-page`**: Ask questions about page content\n\n### Usage Examples\n\n#### Getting Your Assigned Issues\n```\nGet issues assigned to you ordered by priority (highest first) and creation date (newest first):\n\nDefault (25 issues, exclude completed):\n- No parameters needed\n\nCustom parameters:\n- max_results: 50 (max: 100)\n- include_done: true (includes closed/resolved issues)\n\nThe tool returns issues with:\n- Issue key, summary, status, priority\n- Issue type, creation date, due date\n- Formatted for easy reading\n```\n\n#### Getting a Specific Jira Issue\n```\nGet detailed information about any Jira issue by its key:\n\nBasic issue info:\n- issue_key: \"PROJ-123\" (required)\n- include_comments: false (default)\n\nWith comments:\n- issue_key: \"PROJ-123\"\n- include_comments: true (includes last 3 comments)\n\nReturns:\n- Complete issue details (status, priority, assignee, dates)\n- Full description\n- Optional recent comments\n- Formatted for easy reading\n```\n\n#### Summarizing a Jira Issue\n```\nGet comprehensive issue information including:\n- Basic details (status, priority, assignee, dates)\n- Full description\n- Recent comments (last 5)\n- Confluence page references\n- Status history\n\nParameters:\n- issue_key: \"PROJ-123\" (required)\n\nReturns formatted markdown summary perfect for AI analysis.\n```\n\n#### Extracting Links from Issues\n```\nFind all Confluence and Git repository links in a Jira issue from:\n- Issue description text\n- Comments from all users \n- Remote links attached to the issue\n\nParameters:\n- issue_key: \"PROJ-123\" (required)\n- include_git_urls: true (default, set to false to exclude Git links)\n\nSupported Git platforms:\n- GitHub, GitLab, Bitbucket (cloud and self-hosted)\n- Azure DevOps / Visual Studio Team Services\n- Generic Git hosting platforms\n- SSH Git URLs (git@server:org/repo.git)\n\nReturns:\n- Confluence page links with titles and context\n- Git repository URLs with source location\n- Organized by category (Confluence vs Git)\n- Source information (description, comment, remote link)\n```\n\n#### Getting a Confluence Page\n```\nYou can retrieve a page using either its ID or title + space key:\n\nBy ID:\n- page_id: \"123456789\"\n- include_comments: true\n- include_history: false\n\nBy title and space:\n- title: \"API Documentation\"\n- space_key: \"DEV\"\n- include_comments: false\n```\n\n#### Searching Confluence Pages\n```\nSearch using CQL (Confluence Query Language):\n\nSimple text search:\n- query: \"API Documentation\"\n- max_results: 10\n\nSearch by title:\n- query: \"title ~ 'API Documentation'\"\n- max_results: 10\n\nSearch in specific space:\n- query: \"space.key = 'DEV'\"\n- space_key: \"DEV\"\n- max_results: 5\n\nRecent pages:\n- query: \"lastmodified >= now('-7d')\"\n\nNote: The system automatically adds \"type = page\" to queries that don't specify a content type.\n```\n\n#### Asking Questions About Pages\n```\nAsk specific questions about page content:\n\n- page_id: \"123456789\"\n- question: \"What are the main features described?\"\n- context_type: \"summary\" | \"details\" | \"specific\"\n\nOr using title + space:\n- title: \"User Guide\"\n- space_key: \"DOCS\"\n- question: \"How do I configure authentication?\"\n- context_type: \"details\"\n```\n\n#### Common CQL Query Examples\n- Simple text search: `\"API Documentation\"` (searches in content and title)\n- Search by title: `title ~ \"API Documentation\"`\n- Search in space: `space.key = \"DEV\"`\n- Recent pages: `lastmodified >= now(\"-7d\")`\n- By author: `creator = \"john.doe\"`\n- Combined: `title ~ \"API\" AND space.key = \"DEV\" AND lastmodified >= now(\"-30d\")`\n- Text in content: `text ~ \"authentication method\"`\n\nNote: All queries automatically include `type = page` unless explicitly specified otherwise.\n\n### Available Prompts\n\n#### AI-Powered Analysis\n- **`summarize-jira-issue`**: Create a summary of a Jira issue\n- **`create-jira-description`**: Generate a structured issue description\n- **`summarize-confluence-page`**: Create a summary of a Confluence page\n- **`create-confluence-content`**: Generate structured Confluence content\n- **`answer-confluence-question`**: Answer questions about specific page content\n\n### Context Types for Question Answering\n- **`summary`**: Quick answers using first 1000-1500 characters\n- **`details`**: Comprehensive answers using full page content\n- **`specific`**: Full content with enhanced filtering (future feature)\n\nFor detailed Confluence tool documentation and advanced CQL examples, see [CONFLUENCE_TOOLS.md](CONFLUENCE_TOOLS.md).\n\n## Practical Examples\n\n### Workflow: Research and Documentation\n1. **Search for relevant pages**: Use `search-confluence` to find pages related to your topic\n2. **Get page details**: Use `get-confluence-page` to retrieve full content with comments\n3. **Ask specific questions**: Use `ask-confluence-page` to extract specific information\n4. **Create summaries**: Use `summarize-confluence-page` prompt for quick overviews\n\n### Common Use Cases\n\n#### Finding Documentation\n```\n\"Search for all API documentation in the DEV space that was updated in the last month\"\n→ Use search-confluence with query: \"type = page AND space.key = 'DEV' AND title ~ 'API' AND lastmodified >= now('-30d')\"\n```\n\n#### Getting Page Information\n```\n\"Get the User Guide page from DOCS space with all comments\"\n→ Use get-confluence-page with title: \"User Guide\", space_key: \"DOCS\", include_comments: true\n```\n\n#### Content Analysis\n```\n\"What authentication methods are supported according to the API documentation?\"\n→ Use ask-confluence-page with the API doc page ID and your specific question\n```\n\n#### Knowledge Extraction\n```\n\"Summarize the key points from the deployment guide\"\n→ Use summarize-confluence-page prompt with the deployment guide page ID\n```\n\n## Development\n\n### Building and Publishing\n\nTo prepare the package for distribution:\n\n1. Sync dependencies and update lockfile:\n```bash\nuv sync\n```\n\n2. Build package distributions:\n```bash\nuv build\n```\n\nThis will create source and wheel distributions in the `dist/` directory.\n\n3. Publish to PyPI:\n```bash\nuv publish\n```\n\nNote: You'll need to set PyPI credentials via environment variables or command flags:\n- Token: `--token` or `UV_PUBLISH_TOKEN`\n- Or username/password: `--username`/`UV_PUBLISH_USERNAME` and `--password`/`UV_PUBLISH_PASSWORD`\n\n### Debugging\n\nSince MCP servers run over stdio, debugging can be challenging. For the best debugging\nexperience, we strongly recommend using the [MCP Inspector](https://github.com/modelcontextprotocol/inspector).\n\n\nYou can launch the MCP Inspector via [`npm`](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) with this command:\n\n```bash\nnpx @modelcontextprotocol/inspector uv --directory /Users/annmariyajoshy/vibecoding/mcp-jira-confluence run mcp-jira-confluence\n```\n\n\nUpon launching, the Inspector will display a URL that you can access in your browser to begin debugging.\n\n## Changelog\n\n### Version 0.2.4 (2025-07-27)\n\n**Enhanced Confluence Search:**\n\n- **Smart CQL Query Builder** - Automatically enhances simple search queries with proper CQL syntax:\n - **Simple text queries** - \"API docs\" becomes `(title ~ \"API docs\" OR text ~ \"API docs\")`\n - **Phrase detection** - Longer queries become `text ~ \"your search phrase\"`\n - **Advanced CQL preservation** - Complex queries with operators (AND, OR, ~, =) are used as-is\n - **Space integration** - Automatically adds space constraints when specified\n - **Query transparency** - Shows the enhanced CQL query in search results\n\n**Technical Improvements:**\n\n- Added `build_smart_cql_query()` function for intelligent query enhancement\n- Enhanced search-confluence tool description to explain automatic query enhancement\n- Better user experience with query transformation visibility\n- Improved search accuracy for both novice and advanced users\n\n### Version 0.2.3 (2025-07-27)\n\n**Enhanced Link Extraction:**\n\n- **Enhanced `extract-confluence-links`** - Now extracts both Confluence pages AND Git repository URLs:\n - **Git Repository Support** - Detects URLs from GitHub, GitLab, Bitbucket, Azure DevOps, and other Git platforms\n - **Smart Pattern Matching** - Uses regex patterns to identify repository URLs in issue descriptions, comments, and remote links\n - **Comprehensive Coverage** - Scans all issue text fields for both Confluence and Git references\n - **Rich Output** - Returns organized lists of both Confluence pages and Git repositories with context\n\n**Technical Improvements:**\n\n- Added `_extract_git_urls_from_text()` method with support for major Git platforms\n- Enhanced URL extraction patterns for better accuracy\n- Improved tool description and documentation\n- Better organization of extracted links by type (Confluence vs Git)\n\n### Version 0.2.2 (2025-07-27)\n\n**New Jira Tools:**\n\n- **`get-my-assigned-issues`** - Get issues assigned to you ordered by priority (highest first) and creation date (newest first)\n - Configurable max results (default: 25, max: 100)\n - Option to include completed/closed issues\n - Rich formatting with status, priority, type, dates\n- **`summarize-jira-issue`** - Comprehensive issue analysis including:\n - Complete issue details (status, priority, assignee, dates)\n - Full description and recent comments (last 5)\n - Confluence page references from remote links\n - Formatted as markdown for easy AI processing\n- **`extract-confluence-links`** - Find all Confluence page references in issues:\n - Scans issue description, all comments, and remote links\n - Supports multiple Confluence URL patterns (atlassian.net, custom domains)\n - Returns link titles, URLs, and source context\n\n**Technical Enhancements:**\n\n- Added `get_current_user()` API method for user context\n- Enhanced JQL queries with proper field selection and ordering\n- Robust URL extraction with regex pattern matching\n- Improved error handling for missing or invalid issues\n- Better date formatting for human readability\n\n### Version 0.2.1 (2025-07-27)\n\n**Formatting Fixes:**\n\n- **Fixed 400 Bad Request errors** with complex markdown formatting in Confluence pages\n- **Implemented intelligent complexity detection** - automatically chooses conversion strategy\n- **Added robust error handling** with graceful fallbacks for conversion failures\n- **Enhanced list processing** with proper HTML grouping and nesting\n\n### Version 0.2.0 (2025-07-27)\n\n**Major Improvements:**\n\n- **Fixed EmbeddedResource validation errors** - All tools now use the correct MCP structure with `type: \"resource\"` and proper `TextResourceContents` format\n- **Enhanced Confluence formatting** - Dramatically improved markdown to Confluence conversion:\n - Proper list handling (grouped `

` tags instead of individual ones)\n - Better code block formatting with language support\n - Improved inline formatting (bold, italic, code, links)\n - Smarter paragraph handling\n - More robust markdown detection patterns\n- **Fixed HTTP 409 conflicts** - Made version parameter optional in `update-confluence-page` with automatic version fetching\n- **Added missing Confluence tools** - Implemented `get-confluence-page` and `search-confluence-pages` with proper CQL support\n- **Improved error handling** - Better error messages and validation throughout\n\n**Technical Changes:**\n\n- Rewrote `ConfluenceFormatter.markdown_to_confluence()` with line-by-line processing\n- Added regex-based markdown detection with multiple pattern matching\n- Enhanced `_process_inline_formatting()` helper for consistent formatting\n- Improved version conflict resolution in page updates\n- Added comprehensive logging for format detection and conversion\n\n### Version 0.1.9 (2025-07-26)\n\n- Initial PyPI release with basic Jira and Confluence functionality\n- Fixed basic EmbeddedResource structure issues\n- Added core tool implementations","English","tag","en-US",{"_48":49,"_20":50,"_57":39,"_58":39,"_23":59,"_60":61,"_40":41,"_114":115,"_122":-5,"_123":-5,"_124":125,"_193":194,"_198":-5,"_68":181,"_199":185,"_8":200,"_201":202},"addedAt","2025-07-30T02:00:21.290079Z",[51,52,53,54,55,56],"category:project-management","category:developer-tools","environment:network","hosting:remote-capable","language:python","license_grade:f","descriptionMarkdown","descriptionPlainText",9813,"integrations",[62,72,79,86,93,100,107],{"_63":64,"_38":70,"_8":71},"brand",{"_65":66,"_40":67,"_68":69},"logoSvgPath","M7.12 11.084a.683.683 0 00-1.16.126L.075 22.974a.703.703 0 00.63 1.018h8.19a.678.678 0 00.63-.39c1.767-3.65.696-9.203-2.406-12.52zM11.434.386a15.515 15.515 0 00-.906 15.317l3.95 7.9a.703.703 0 00.628.388h8.19a.703.703 0 00.63-1.017L12.63.38a.664.664 0 00-1.196.006z","Atlassian","slug","atlassian","Integrates with Atlassian's ecosystem, particularly Jira and Confluence, allowing AI assistants to interact with these tools directly through the MCP protocol.","v65ghzz2qo",{"_63":73,"_38":77,"_8":78},{"_65":74,"_40":75,"_68":76},"M.778 1.213a.768.768 0 00-.768.892l3.263 19.81c.084.5.515.868 1.022.873H19.95a.772.772 0 00.77-.646l3.27-20.03a.768.768 0 00-.768-.891zM14.52 15.53H9.522L8.17 8.466h7.561z","Bitbucket","bitbucket","Supports finding Bitbucket repository URLs (both cloud and self-hosted) in Jira issues through the extract-confluence-links tool.","pd28rc3qs2",{"_63":80,"_38":84,"_8":85},{"_65":81,"_40":82,"_68":83},"M.87 18.257c-.248.382-.53.875-.763 1.245a.764.764 0 0 0 .255 1.04l4.965 3.054a.764.764 0 0 0 1.058-.26c.199-.332.454-.763.733-1.221 1.967-3.247 3.945-2.853 7.508-1.146l4.957 2.337a.764.764 0 0 0 1.028-.382l2.364-5.346a.764.764 0 0 0-.382-1 599.851 599.851 0 0 1-4.965-2.361C10.911 10.97 5.224 11.185.87 18.257zM23.131 5.743c.249-.405.531-.875.764-1.25a.764.764 0 0 0-.256-1.034L18.675.404a.764.764 0 0 0-1.058.26c-.195.335-.451.763-.734 1.225-1.966 3.246-3.945 2.85-7.508 1.146L4.437.694a.764.764 0 0 0-1.027.382L1.046 6.422a.764.764 0 0 0 .382 1c1.039.49 3.105 1.467 4.965 2.361 6.698 3.246 12.392 3.029 16.738-4.04z","Confluence","confluence","Provides tools for listing, viewing, creating, and updating Confluence pages, adding comments, searching content using CQL, retrieving specific pages, and asking questions about page content with AI-powered analysis and summarization.","p17v0juyen",{"_63":87,"_38":91,"_8":92},{"_65":88,"_40":89,"_68":90},"M23.546 10.93L13.067.452c-.604-.603-1.582-.603-2.188 0L8.708 2.627l2.76 2.76c.645-.215 1.379-.07 1.889.441.516.515.658 1.258.438 1.9l2.658 2.66c.645-.223 1.387-.078 1.9.435.721.72.721 1.884 0 2.604-.719.719-1.881.719-2.6 0-.539-.541-.674-1.337-.404-1.996L12.86 8.955v6.525c.176.086.342.203.488.348.713.721.713 1.883 0 2.6-.719.721-1.889.721-2.609 0-.719-.719-.719-1.879 0-2.598.182-.18.387-.316.605-.406V8.835c-.217-.091-.424-.222-.6-.401-.545-.545-.676-1.342-.396-2.009L7.636 3.7.45 10.881c-.6.605-.6 1.584 0 2.189l10.48 10.477c.604.604 1.582.604 2.186 0l10.43-10.43c.605-.603.605-1.582 0-2.187","Git","git","Provides capability to extract Git repository URLs from various hosting platforms and SSH Git URLs from Jira issues.","50763cl8fk",{"_63":94,"_38":98,"_8":99},{"_65":95,"_40":96,"_68":97},"M12 .297c-6.63 0-12 5.373-12 12 0 5.303 3.438 9.8 8.205 11.385.6.113.82-.258.82-.577 0-.285-.01-1.04-.015-2.04-3.338.724-4.042-1.61-4.042-1.61C4.422 18.07 3.633 17.7 3.633 17.7c-1.087-.744.084-.729.084-.729 1.205.084 1.838 1.236 1.838 1.236 1.07 1.835 2.809 1.305 3.495.998.108-.776.417-1.305.76-1.605-2.665-.3-5.466-1.332-5.466-5.93 0-1.31.465-2.38 1.235-3.22-.135-.303-.54-1.523.105-3.176 0 0 1.005-.322 3.3 1.23.96-.267 1.98-.399 3-.405 1.02.006 2.04.138 3 .405 2.28-1.552 3.285-1.23 3.285-1.23.645 1.653.24 2.873.12 3.176.765.84 1.23 1.91 1.23 3.22 0 4.61-2.805 5.625-5.475 5.92.42.36.81 1.096.81 2.22 0 1.606-.015 2.896-.015 3.286 0 .315.21.69.825.57C20.565 22.092 24 17.592 24 12.297c0-6.627-5.373-12-12-12","GitHub","github","Supports extracting GitHub repository URLs from Jira issues, including links found in issue descriptions, comments, and remote links.","d043adg56u",{"_63":101,"_38":105,"_8":106},{"_65":102,"_40":103,"_68":104},"m23.6004 9.5927-.0337-.0862L20.3.9814a.851.851 0 0 0-.3362-.405.8748.8748 0 0 0-.9997.0539.8748.8748 0 0 0-.29.4399l-2.2055 6.748H7.5375l-2.2057-6.748a.8573.8573 0 0 0-.29-.4412.8748.8748 0 0 0-.9997-.0537.8585.8585 0 0 0-.3362.4049L.4332 9.5015l-.0325.0862a6.0657 6.0657 0 0 0 2.0119 7.0105l.0113.0087.03.0213 4.976 3.7264 2.462 1.8633 1.4995 1.1321a1.0085 1.0085 0 0 0 1.2197 0l1.4995-1.1321 2.4619-1.8633 5.006-3.7489.0125-.01a6.0682 6.0682 0 0 0 2.0094-7.003z","GitLab","gitlab","Enables extraction of GitLab repository URLs from Jira issues, including links in descriptions, comments, and remote 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