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Outline MCP Server

Connect AI assistants to Outline for document search, reading, and management

Connector by Vortiago · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 158
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/vortiago-mcp-outline

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About

Connect AI assistants to Outline for document search, reading, and management

Use cases: note-taking, knowledge-base

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
21 read · 5 write · 12 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 38

Read from the source code; the running server may list different tools.

Read 21 · Look things up without changing anything.

  • ask_ai_about_documents
  • export_all_collections
  • export_collection
  • export_document
  • fetch_attachment
  • get_attachment_url
  • get_collection_structure
  • get_comment
  • get_document_backlinks
  • get_document_id_from_title
  • get_document_toc
  • list_archived_documents
Show 9 more tools
  • list_collections
  • list_document_attachments
  • list_document_comments
  • list_recently_updated_documents
  • list_trash
  • read_document
  • read_document_section
  • search_document_content
  • search_documents

Write 5 · Create, change, send or run things.

  • add_comment
  • create_collection
  • create_document
  • restore_document
  • unarchive_document

Delete 12 · Delete, drop, revoke or wipe things.

  • archive_document
  • batch_archive_documents
  • batch_create_documents
  • batch_delete_documents
  • batch_move_documents
  • batch_update_documents
  • delete_collection
  • delete_document
  • edit_document
  • move_document
  • update_collection
  • update_document

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • OUTLINE_API_KEY

Other settings (environment variables or headers).

  • OUTLINE_API_URL

Tools (38)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • add_comment

    Adds a comment to a document or replies to an existing comment. Use this tool when you need to: - Provide feedback on document content - Ask questions about specific information - Reply to another user's comment - Collaborate with others on document development Args: document_id: The document to comment on text: The comment text (supports markdown) parent_comment_id: Optional parent comment ID (for replies) Returns: Result message with the new comment ID

  • archive_documentcan change or delete data

    Archives a document to remove it from active use while preserving it. IMPORTANT: Archived documents are removed from collections but remain searchable in the system. They won't appear in normal collection views but can still be found through search or the archive list. Use this tool when you need to: - Remove outdated or inactive documents from view - Clean up collections while preserving document history - Preserve documents that are no longer relevant - Temporarily hide documents without deleting them Args: document_id: The document ID to archive Returns: Result message confirmin…

  • ask_ai_about_documentsread-only

    Queries document content using natural language questions. Use this tool when you need to: - Find specific information across multiple documents - Get direct answers to questions about document content - Extract insights from your knowledge base - Answer questions like "What is our vacation policy?" - Answer "How do we onboard new clients?" and similar queries Args: question: The natural language question to ask collection_id: Optional collection to limit the search to document_id: Optional document to limit the search to Returns: AI-generated answer based on document conten…

  • batch_archive_documentscan change or delete data

    Archives multiple documents in a single batch operation. This tool processes each document sequentially, continuing even if individual operations fail. Rate limiting is handled automatically by the Outline client. IMPORTANT: Archived documents are removed from collections but remain searchable. They won't appear in normal collection views but can still be found through search or the archive list. Use this tool when you need to: - Archive multiple outdated documents at once - Clean up collections in bulk - Batch hide documents without deleting them Recommended batch size: 10-50 documents pe…

  • batch_create_documentscan change or delete data

    Creates multiple documents in a single batch operation. This tool processes each creation sequentially, continuing even if individual operations fail. Rate limiting is handled automatically. Use this tool when you need to: - Create multiple documents at once - Bulk import content into collections - Set up document structures efficiently Note: For Mermaid diagrams, use ```mermaidjs (not ```mermaid) as the code fence language identifier for proper rendering. Recommended batch size: 10-50 documents per operation Args: documents: List of document specifications Returns: Summary of ba…

  • batch_delete_documentscan change or delete data

    Deletes multiple documents, moving them to trash or permanently. This tool processes each document sequentially, continuing even if individual operations fail. Rate limiting is handled automatically. IMPORTANT: When permanent=False (the default), documents are moved to trash and retained for 30 days. Setting permanent=True bypasses trash and immediately deletes documents without recovery option. Use this tool when you need to: - Remove multiple unwanted documents at once - Clean up workspace in bulk - Permanently delete sensitive information (with permanent=True) Recommended batch size: 10…

  • batch_move_documentscan change or delete data

    Moves multiple documents to a different collection or parent. This tool processes each document sequentially, continuing even if individual operations fail. Rate limiting is handled automatically. IMPORTANT: When moving documents that have child documents, all children will move along with them, maintaining hierarchical structure. You must specify either collection_id or parent_document_id (or both). Use this tool when you need to: - Reorganize multiple documents at once - Move documents between collections in bulk - Restructure document hierarchies efficiently Recommended batch size: 10-5…

  • batch_update_documentscan change or delete data

    Updates multiple documents with different changes. This tool processes each update sequentially, continuing even if individual operations fail. Rate limiting is handled automatically. Use this tool when you need to: - Update multiple documents with different changes - Batch edit document titles or content - Append content to multiple documents Note: For Mermaid diagrams, use ```mermaidjs (not ```mermaid) as the code fence language identifier for proper rendering. Recommended batch size: 10-50 documents per operation Args: updates: List of update specifications Returns: Summary of…

  • create_collection

    Creates a new collection for organizing documents. Use this tool when you need to: - Create a new section or category for documents - Set up a workspace for a new project or team - Organize content by department or topic - Establish a separate space for related documents Args: name: Name for the collection description: Optional description of the collection's purpose color: Optional hex color code for visual identification (e.g. #FF0000) Returns: Result message with the new collection ID

  • create_document

    Creates a new document in a specified collection. Use this tool when you need to: - Add new content to a knowledge base - Create documentation, guides, or notes - Add a child document to an existing parent - Start a new document thread or topic - Create a reusable template document Note: For Mermaid diagrams, use ```mermaidjs (not ```mermaid) as the code fence language identifier for proper rendering. Args: title: The document title collection_id: The collection ID to create in text: Optional markdown content for the document parent_document_id: Optional parent document ID …

  • delete_collectioncan change or delete data

    Permanently removes a collection and all its documents. Use this tool when you need to: - Remove an entire section of content - Delete obsolete project collections - Remove collections that are no longer needed - Clean up workspace organization WARNING: This action cannot be undone and will delete all documents within the collection. Args: collection_id: The collection ID to delete Returns: Result message confirming deletion

  • delete_documentcan change or delete data

    Moves a document to trash or permanently deletes it. IMPORTANT: When permanent=False (the default), documents are moved to trash and retained for 30 days before being permanently deleted. During this period, they can be restored using the restore_document tool. Setting permanent=True bypasses the trash and immediately deletes the document without any recovery option. Use this tool when you need to: - Remove unwanted or unnecessary documents - Delete obsolete content - Clean up workspace by removing documents - Permanently remove sensitive information (with permanent=True) Args: document…

  • edit_documentcan change or delete data

    Edits a document using string-match replacement. Each edit finds a unique old_string in the document and replaces it with new_string. Edits are applied server-side — you never need to hold the full document in context. IMPORTANT: Batch all edits for a document into a single call when possible to minimize API calls. Each old_string must uniquely match one location in the document. Include surrounding context if needed to disambiguate. Edits are applied sequentially, so later edits can target text created by earlier edits in the same batch. If any edit fails, no changes are applied (all-or-no…

  • export_all_collectionsread-only

    Exports the entire workspace content to a downloadable file. IMPORTANT: This tool starts an asynchronous export operation which may take time to complete, especially for large workspaces. The function returns information about the operation, including its status. When the operation is complete, the file can be downloaded or accessed via Outline's UI. The export includes all collections, documents, and their hierarchies in the specified format. Use this tool when you need to: - Create a complete backup of all workspace content - Migrate content to another system - Archive all workspace docume…

  • export_collectionread-only

    Exports all documents in a collection to a downloadable file. IMPORTANT: This tool starts an asynchronous export operation which may take time to complete. The function returns information about the operation, including its status. When the operation is complete, the file can be downloaded or accessed via Outline's UI. The export preserves the document hierarchy and includes all document content and structure in the specified format. Use this tool when you need to: - Create a backup of collection content - Share collection content outside of Outline - Convert collection content to other form…

Show 23 more tools
  • export_documentread-only

    Exports a document as plain markdown text. Use this tool when you need to: - Get clean markdown content without formatting - Extract document content for external use - Process document content in another application - Share document content outside Outline Args: document_id: The document ID to export Returns: Document content in markdown format without additional formatting

  • fetch_attachmentread-only

    Fetch attachment content and return it as base64. Calls attachments.redirect, follows the redirect, and returns the raw file content encoded as base64. Useful for images and files that agents can process. Use this tool when you need to: - Read PDF content from Outline documents - Process embedded images - Analyze files referenced in documents - Enable AI tools to work with all document content Args: attachment_id: The attachment UUID Returns: Multi-line string in this format (blank line after Content-Length / before Content-Base64): Content-Type: <mime-type> Content-Len…

  • get_attachment_urlread-only

    Resolve an attachment ID to a downloadable URL. Calls attachments.redirect and returns the final URL after the redirect. Allows clients/agents to fetch the file themselves. Use this tool when you need to: - Get a direct URL to download an attachment - Share or reference an attachment URL - Let another system fetch the file Args: attachment_id: The attachment UUID Returns: The redirect URL (signed download URL)

  • get_collection_structureread-only

    Retrieves the hierarchical document structure of a collection. Use this tool when you need to: - Understand how documents are organized in a collection - Find document IDs within a specific collection - See the parent-child relationships between documents - Get an overview of a collection's content structure Args: collection_id: The collection ID to examine Returns: Formatted string showing the hierarchical structure of documents

  • get_commentread-only

    Retrieves a specific comment by its ID. Use this tool when you need to: - View details of a specific comment - Reference or quote a particular comment - Check comment content and metadata - Find a comment mentioned elsewhere Args: comment_id: The comment ID to retrieve include_anchor_text: Whether to include the document text that the comment refers to Returns: Formatted string with the comment content and metadata

  • get_document_backlinksread-only

    Finds all documents that link to a specific document. Use this tool when you need to: - Discover references to a document across the workspace - Identify dependencies between documents - Find documents related to a specific document - Understand document relationships and connections Args: document_id: The document ID to find backlinks for Returns: Formatted string listing all documents that link to the specified document

  • get_document_id_from_titleread-only

    Locates a document ID by searching for its title. IMPORTANT: This tool first checks for exact title matches (case-insensitive). If none are found, it returns the best partial match instead. This is useful when you're not sure of the exact title but need to reference a document in other operations. Results are more accurate when you provide more of the actual title in your query. Use this tool when you need to: - Find a document's ID when you only know its title - Get the document ID for use in other operations - Verify if a document with a specific title exists - Find the best matching docum…

  • get_document_tocread-only

    Returns the heading structure of a document as a table of contents with line numbers. Use this tool when you need to: - Understand the structure of a large document - Find specific sections before reading them - Navigate a document by its headings Line numbers in the output can be used with read_document(offset=...) or read_document_section(heading=...) to read specific parts. Args: document_id: The document ID Returns: Formatted table of contents with line numbers

  • list_archived_documentsread-only

    Displays all documents that have been archived. Use this tool when you need to: - Find specific archived documents - Review what documents have been archived - Identify documents for possible unarchiving - Check archive status of workspace content Returns: Formatted string containing list of archived documents

  • list_collectionsread-only

    Retrieves and displays all available collections in the workspace. Use this tool when you need to: - See what collections exist in the workspace - Get collection IDs for other operations - Explore the organization of the knowledge base - Find a specific collection by name Args: limit: Maximum number of results to return offset: Number of results to skip (pagination) Returns: Formatted string containing collection names, IDs, and descriptions If the response contains as many collections as the limit, execute the tool again with an increased offset to check for more results.

  • list_document_attachmentsread-only

    List attachment IDs referenced in a document. Parses document content for attachment references (e.g. /api/attachments.redirect?id=<uuid>) and returns a list of attachment IDs with context snippets. Use this tool when you need to: - Discover attachments within a document - Find attachment IDs for use with get_attachment_url or fetch_attachment - Audit what files a document references Args: document_id: The document ID to scan Returns: Formatted list of attachment IDs and context

  • list_document_commentsread-only

    Retrieves comments on a specific document with pagination support. IMPORTANT: By default, this returns up to 25 comments at a time. If there are more than 25 comments on the document, you'll need to make multiple calls with different offset values to get all comments. The response will indicate if there are more comments available. Use this tool when you need to: - Review feedback and discussions on a document - See all comments from different users - Find specific comments or questions - Track collaboration and input on documents Args: document_id: The document ID to get comments from …

  • list_recently_updated_documentsread-only

    Lists documents ordered by most recent change (newest first). Answers questions like "what changed this week" without needing search keywords. Backed by Outline's search endpoint with an empty query, sorted by last-modified time. IMPORTANT: date_filter is a coarse server-side window on each document's last-modified time. It accepts only "day", "week", "month", or "year" (no arbitrary timestamps) and defaults to "week". Results are ordered newest-changed first. STATUS FILTER: By default this lists published documents only. Pass status_filter to include other states. Allowed values are "draft…

  • list_trashread-only

    Displays all documents currently in the trash. Use this tool when you need to: - Find deleted documents that can be restored - Review what documents are pending permanent deletion - Identify documents to restore from trash - Verify if specific documents were deleted Returns: Formatted string containing list of documents in trash

  • move_documentcan change or delete data

    Relocates a document to a different collection or parent document. IMPORTANT: When moving a document that has child documents (nested documents), all child documents will move along with it, maintaining their hierarchical structure. You must specify either collection_id or parent_document_id (or both). Use this tool when you need to: - Reorganize your document hierarchy - Move a document to a more relevant collection - Change a document's parent document - Restructure content organization Args: document_id: The document ID to move collection_id: Target collection ID (if moving betwe…

  • read_documentread-only

    Retrieves and displays document content, optionally paginated by line range. Use this tool when you need to: - Access the complete content of a specific document - Read a specific range of lines from a large document - Review document information in detail - Quote or reference document content When offset or limit are set, output includes line numbers and a metadata header showing the range. When both are 0 (default), the full document is returned in the original format for backward compatibility. Args: document_id: The document ID to retrieve offset: 0-based line number to start …

  • read_document_sectionread-only

    Reads a specific section of a document identified by heading match. Uses case-insensitive substring matching against headings. Returns the section content from the matched heading up to the next heading of the same or higher level, including all nested subsections. Use this tool when you need to: - Read a specific part of a large document - Focus on one section without loading everything - Navigate by heading name instead of line numbers Args: document_id: The document ID heading: Case-insensitive substring to match against headings (e.g. "arch" matches "## Architect…

  • restore_document

    Recovers a document from the trash back to active status. Use this tool when you need to: - Retrieve accidentally deleted documents - Restore documents from trash to active use - Recover documents deleted within the last 30 days - Access content that was previously trashed Args: document_id: The document ID to restore Returns: Result message confirming restoration

  • search_document_contentread-only

    Searches within a document for lines containing a text snippet (grep-style), returning matches with line numbers and surrounding context. Use this tool when you need to: - Locate specific text in a large document without reading it in full - Find the exact text and line number to build edit_document old_string values or read_document offsets Matching is case-insensitive per line. Line numbers are 0-based and valid as read_document offsets. Args: document_id: The document ID to search query: Text snippet to find (case-insensitive) context_lines: Lines of context around each…

  • search_documentsread-only

    Searches for documents using keywords or phrases across your knowledge base. IMPORTANT: The search performs full-text search across all document content and titles. Results are ranked by relevance, with exact matches and title matches typically ranked higher. The search will return snippets of content (context) where the search terms appear in the document. You can limit the search to a specific collection by providing the collection_id. PAGINATION: By default, returns up to 25 results at a time. If more results exist, use the 'offset' parameter to fetch additional pages. For example, use of…

  • unarchive_document

    Restores a previously archived document to active status. Use this tool when you need to: - Restore archived documents to active use - Access or reference previously archived content - Make archived content visible in collections again - Update and reuse archived documents Args: document_id: The document ID to unarchive Returns: Result message confirming restoration

  • update_collectioncan change or delete data

    Modifies an existing collection's properties. Use this tool when you need to: - Rename a collection - Update a collection's description - Change a collection's color coding - Refresh collection metadata Args: collection_id: The collection ID to update name: Optional new name for the collection description: Optional new description color: Optional new hex color code (e.g. #FF0000) Returns: Result message confirming update

  • update_documentcan change or delete data

    Modifies an existing document's title or content. IMPORTANT: This tool replaces the document content rather than just adding to it. For partial edits (changing specific text), prefer the edit_document tool instead. Use this tool when you need to: - Replace the entire document content - Change a document's title - Append new content to an existing document - Convert a document to or from a template Note: For Mermaid diagrams, use ```mermaidjs (not ```mermaid) as the code fence language identifier for proper rendering. Args: document_id: The document ID to update title: New title (if…

Signals

Stars
158
Forks
46
Open issues
6
Contributors
13
Weekly downloads
443
Last commit
Jul 19, 2026 (3 months ago)
Last release
Jul 2, 2026 (3 months ago)
Last package publish
Jul 2, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.Vortiago/mcp-outline
Version
1.10.1
Auth
API key
Packages
pypi mcp-outline
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Cite this page

Outline MCP Server. Agent Mart. https://agentmart.dev/connectors/vortiago-mcp-outline (last updated 2026-10-24)