Outline

Outline

vortiago

Integrates AI systems with Outline knowledge management platform to search, read, create, and edit documents through direct API access. Works with both cloud and self-hosted Outline instances.

Enables AI systems to search, read, edit, and manage documents within Outline's knowledge management platform through direct API integration with both cloud and self-hosted instances.

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What it does

  • Search and read Outline documents
  • Create and edit documents
  • Manage document collections and hierarchies
  • Add and view threaded comments
  • Find document backlinks and references
  • Archive and organize documents

Best for

Teams using Outline for knowledge managementAutomating documentation workflowsAI-assisted content creation and editingDocument search and organization
Works with cloud and self-hosted OutlineAutomatic rate limiting with retry logicDirect content access via MCP Resources

About Outline

Outline is a community-built MCP server published by vortiago that provides AI assistants with tools and capabilities via the Model Context Protocol. Outline: Connect AI to search, read, edit, and manage documents in a secure knowledge management platform via cloud or s It is categorized under productivity.

How to install

You can install Outline in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

License

Outline is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

MCP Outline Server

PyPI Python 3.10+ License: MIT CI Docker

A Model Context Protocol server for interacting with Outline document management.

Features

  • Document operations: Search, read, create, edit, archive documents
  • Collections: List, create, manage document hierarchies
  • Comments: Add and view threaded comments
  • Backlinks: Find documents referencing a specific document
  • MCP Resources: Direct content access via URIs (outline://document/{id}, outline://collection/{id}, etc.)
  • Automatic rate limiting: Transparent handling of API limits with retry logic

Prerequisites

Before using this MCP server, you need:

  • An Outline account (cloud hosted or self-hosted)
  • API key from Outline web UI: Settings → API Keys → Create New
  • Python 3.10+ (for non-Docker installations)

Getting your API key: Log into Outline → Click your profile → Settings → API Keys → "New API Key". Copy the generated token.

Quick Start

One-Click Install

Click a button to install with interactive API key prompt:

Install in VS Code Install in VS Code Insiders Install in Cursor

Manual Install

Install with uv (recommended), pip, or Docker:

uvx mcp-outline          # using uv
pip install mcp-outline   # using pip
# using Docker
docker run -e OUTLINE_API_KEY=<your-key> ghcr.io/vortiago/mcp-outline:latest

Then add to your MCP client config (works with VS Code, Claude Desktop, Cursor, and others):

{
  "inputs": [
    {
      "id": "outline_api_key",
      "type": "promptString",
      "description": "Enter OUTLINE_API_KEY",
      "password": true
    },
    {
      "id": "outline_api_url",
      "type": "promptString",
      "description": "Outline API URL (optional, for self-hosted)",
      "password": false
    }
  ],
  "servers": {
    "mcp-outline": {
      "command": "uvx",
      "args": ["mcp-outline"],
      "env": {
        "OUTLINE_API_KEY": "${input:outline_api_key}",
        "OUTLINE_API_URL": "${input:outline_api_url}"
      }
    }
  }
}
Claude Code
claude mcp add mcp-outline uvx mcp-outline
Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-outline": {
      "command": "uvx",
      "args": ["mcp-outline"],
      "env": {
        "OUTLINE_API_KEY": "<YOUR_API_KEY>",
        "OUTLINE_API_URL": "<YOUR_OUTLINE_URL>"
      }
    }
  }
}

Setup guides for more clients: Docker (HTTP), Cline, Codex, Windsurf, and others

Configuration

VariableRequiredDefaultNotes
OUTLINE_API_KEYYes*-Required for tool calls to succeed. For SSE/HTTP, can alternatively be provided per-request via x-outline-api-key header (details)
OUTLINE_API_URLNohttps://app.getoutline.com/apiFor self-hosted: https://your-domain/api
OUTLINE_VERIFY_SSLNotrueSet false for self-signed certificates
OUTLINE_READ_ONLYNofalsetrue = disable ALL write operations (details)
OUTLINE_DISABLE_DELETENofalsetrue = disable only delete operations (details)
OUTLINE_DISABLE_AI_TOOLSNofalsetrue = disable AI tools (for Outline instances without OpenAI)
OUTLINE_DYNAMIC_TOOL_LISTNofalsetrue = enable per-user tool filtering by role/key scopes (details)
OUTLINE_MAX_CONNECTIONSNo100Max concurrent connections in pool
OUTLINE_MAX_KEEPALIVENo20Max idle connections in pool
OUTLINE_TIMEOUTNo30.0Read timeout in seconds
OUTLINE_CONNECT_TIMEOUTNo5.0Connection timeout in seconds
OUTLINE_WRITE_TIMEOUTNo30.0Write timeout in seconds
MCP_TRANSPORTNostdioTransport mode: stdio (local), sse or streamable-http (remote)
MCP_HOSTNo127.0.0.1Server host. Use 0.0.0.0 in Docker for external connections
MCP_PORTNo3000HTTP server port (only for sse and streamable-http modes)

Access Control

FeatureEnv VarEffect
Read-only modeOUTLINE_READ_ONLY=trueDisables all write operations — only search, read, and export tools available
Disable deletesOUTLINE_DISABLE_DELETE=trueDisables only delete operations, all other writes allowed
Dynamic tool listOUTLINE_DYNAMIC_TOOL_LIST=trueFilters tools per-user based on Outline role and API key scopes
Per-user Outline API keysx-outline-api-key headerEach user passes their own Outline API key in HTTP mode for multi-user setups

Read-only mode takes precedence over disable-delete. See Configuration Guide for details.

Tools

Note: Tool availability depends on your access control settings.

Search & Discovery

  • search_documents(query, collection_id?, limit?, offset?) - Search documents by keywords with pagination
  • list_collections() - List all collections
  • get_collection_structure(collection_id) - Get document hierarchy within a collection
  • get_document_id_from_title(query, collection_id?) - Find document ID by title search

Document Reading

  • read_document(document_id) - Get document content
  • export_document(document_id) - Export document as markdown

Document Management

  • create_document(title, collection_id, text?, parent_document_id?, publish?) - Create new document
  • update_document(document_id, title?, text?, append?) - Update document (append mode available)
  • move_document(document_id, collection_id?, parent_document_id?) - Move document to different collection or parent

Document Lifecycle

  • archive_document(document_id) - Archive document
  • unarchive_document(document_id) - Restore document from archive
  • delete_document(document_id, permanent?) - Delete document (or move to trash)
  • restore_document(document_id) - Restore document from trash
  • list_archived_documents() - List all archived documents
  • list_trash() - List all documents in trash

Comments & Collaboration

  • add_comment(document_id, text, parent_comment_id?) - Add comment to document (supports threaded replies)
  • list_document_comments(document_id, include_anchor_text?, limit?, offset?) - View document comments with pagination
  • get_comment(comment_id, include_anchor_text?) - Get specific comment details
  • get_document_backlinks(document_id) - Find documents that link to this document

Collection Management

  • create_collection(name, description?, color?) - Create new collection
  • update_collection(collection_id, name?, description?, color?) - Update collection properties
  • delete_collection(collection_id) - Delete collection
  • export_collection(collection_id, format?) - Export collection (default: outline-markdown)
  • export_all_collections(format?) - Export all collections

README truncated. View full README on GitHub.

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