Outline knowledge base MCP Server

Outline knowledge base MCP Server

MCP server for Outline knowledge base implemented on Rust as one statically linked executable file for Linux/MacOS/Windows.

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Outline MCP Server

CI Release Build GitHub release (latest SemVer) License: MIT Rust

MCP (Model Context Protocol) server for Outline API interaction with focus on simplicity, performance, and reliability.

🚀 Quick Start

1. Get Your Outline API Key

  • Outline.com: https://app.outline.com/settings/api-and-apps
  • Self-hosted: https://your-instance.com/settings/api-and-apps

2. Download & Install

Download pre-built binary from GitHub Releases or build from source.

📦 After extracting:

  • Linux/macOS: If needed, make executable: chmod +x outline-mcp
  • Windows Since the release is not code-signed, 🛡️ Windows Defender may block execution. You'll need to:
  1. Allow the executable through Windows Defender/antivirus
  2. Add the folder to Windows Defender exclusions, or
  3. Right-click the file → Properties → "Unblock" if downloaded from internet

3. Configure your AI agent

JSON configuration for Cursor IDE, Gemini CLI:

{
  "mcpServers": {
    "Outline knowledge base": {
      "command": "full-location-of-outline-mcp-executable-file",
      "env": {
        "OUTLINE_API_KEY": "your-api-key-here",
        "OUTLINE_API_URL": "https://app.getoutline.com/api"
      }
    }
  }
}

⚠️ Important Path Requirements:

  • Use absolute paths - relative paths may not work correctly
  • No spaces in the executable file path (use underscores or hyphens instead)
  • ASCII characters only - avoid non-Latin characters in paths
  • Windows users: Use double backslashes \\ in paths (e.g., "C:\\tools\\outline-mcp.exe")

✅ Good examples:

  • Linux/macOS: "/usr/local/bin/outline-mcp" or "/home/user/bin/outline-mcp"
  • Windows: "C:\\tools\\outline-mcp.exe" or "C:\\Users\\YourName\\bin\\outline-mcp.exe"

❌ Avoid:

  • "./outline-mcp" (relative path)
  • "/path with spaces/outline-mcp" (spaces in path)
  • "/путь/outline-mcp" (non-Latin characters)
  • "C:\tools\outline-mcp.exe" (single backslash on Windows)

🛠️ Supported Tools

Complete coverage of Outline API functionality:

📄 Document Operations

  • create_document - Create new document
  • get_document - Retrieve document by ID
  • update_document - Update existing document
  • delete_document - Delete document
  • list_documents - List documents with filtering
  • search_documents - Search documents by query
  • archive_document - Archive document
  • move_document - Move document between collections

📁 Collection Management

  • create_collection - Create new collection
  • get_collection - Retrieve collection details
  • update_collection - Update collection metadata
  • list_collections - List all collections

💬 Comments & Collaboration

  • create_comment - Add comment to document
  • update_comment - Modify existing comment
  • delete_comment - Remove comment

🔍 Advanced Features

  • ask_documents - AI-powered document queries
  • create_template_from_document - Create reusable templates
  • list_users - User management

🎯 Project Principles

⚡ Performance

  • Static builds with musl - single file without dependencies
  • < 5MB binary with full functionality
  • < 10ms startup time to ready state
  • < 10MB memory usage

🛡️ Reliability

  • Zero dependencies at runtime (static linking)
  • Explicit error handling - no panics in production
  • Type safety - leveraging Rust's ownership system
  • Comprehensive testing - unit and integration tests

🔧 Simplicity

  • Minimal code - only essential functionality
  • Clear architecture - easy to understand and modify
  • Single binary - simple deployment
  • Environment configuration - no config files

📋 Development Requirements

  • Nix (recommended) - handles all dependencies automatically
  • OR manually: Rust 1.75+, OpenSSL development libraries

🏗️ Architecture

┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
│   MCP Client    │────│  Transport Layer │────│  Outline API    │
│   (Claude/etc)  │    │  (STDIO/HTTP)    │    │   (REST/JSON)   │
└─────────────────┘    └──────────────────┘    └─────────────────┘

Core Components

  • Transport Layer: STDIO and HTTP adapters
  • MCP Protocol: JSON-RPC 2.0 implementation
  • Outline Client: HTTP API wrapper
  • Tools Registry: Dynamic tool discovery and execution

Quick Build Commands:

# Linux/Unix systems
nix build                # Linux native
nix build .#musl         # Linux static (portable)
nix build .#windows      # Windows cross-compile

# macOS systems (requires Nix on macOS)  
nix build                # Auto-detects Intel/ARM
nix build .#macos-x86_64 # Intel target
nix build .#macos-arm64  # ARM target

macOS Development Setup:

# Install Nix on macOS
curl --proto '=https' --tlsv1.2 -sSf -L https://install.determinate.systems/nix | sh -s -- install

# Enable flakes
echo "experimental-features = nix-command flakes" >> ~/.config/nix/nix.conf

# Clone and build
git clone https://github.com/nizovtsevnv/outline-mcp-rs
cd outline-mcp-rs
nix build

📖 For detailed macOS development instructions, see docs/MACOS.md
🔐 For Windows code signing setup, see docs/WINDOWS_SIGNING.md

🧪 Testing

# Run all tests
nix develop -c cargo test

# Run with coverage
nix develop -c cargo test --coverage

# Integration tests with live API (set OUTLINE_API_KEY)
nix develop -c cargo test --test integration

🔧 Configuration

STDIO Mode (Default)

export OUTLINE_API_KEY="your-key-here"
./outline-mcp

HTTP Mode

export OUTLINE_API_KEY="your-key-here"
export HTTP_HOST="0.0.0.0"
export HTTP_PORT="8080"
./outline-mcp --http

🔧 Optimized Nix Configuration

Our flake.nix has been carefully optimized to eliminate duplication and improve maintainability:

🏗️ Architecture Improvements

  • 📦 Metadata Sync: Package information references Cargo.toml values with comments
  • 🔄 Reusable Shell Builder: mkDevShell function eliminates code duplication
  • 🎯 Consistent Shell Hooks: Unified mkShellHook function for all environments
  • ⚡ Base Build Inputs: Shared dependencies across all development shells
  • 🧪 Automated Checks: Built-in formatting, linting, and testing workflows

📋 Available Commands

# Development environments
nix develop              # Native development with tools
nix develop .#musl       # musl static build environment  
nix develop .#windows    # Windows cross-compilation
nix develop .#macos      # macOS development (Darwin only)

# Package building
nix build                # Native build (Linux/macOS auto-detect)
nix build .#musl         # Static musl build (portable Linux)
nix build .#windows      # Windows cross-compilation
nix build .#macos-x86_64 # macOS Intel (requires macOS or CI)
nix build .#macos-arm64  # macOS Apple Silicon (requires macOS or CI)

# Alternative: Use dev environment for building
nix develop -c cargo build --release                              # Native
nix develop .#musl -c cargo build --target x86_64-unknown-linux-musl --release    # musl
nix develop .#windows -c cargo build --target x86_64-pc-windows-gnu --release     # Windows

# macOS targets (macOS only)
nix develop -c cargo build --target x86_64-apple-darwin --release   # Intel Mac
nix develop -c cargo build --target aarch64-apple-darwin --release  # Apple Silicon

🤝 Contributing

  1. Fork the repository
  2. Create feature branch (git checkout -b feature/amazing-feature)
  3. Make changes with tests
  4. Ensure all checks pass: cargo test && cargo clippy
  5. Submit pull request

Development Workflow

# Setup development environment
nix develop

# Code formatting
cargo fmt

# Linting
cargo clippy

# Testing
cargo test

# Cross-platform testing
nix develop .#musl --command cargo test --target x86_64-unknown-linux-musl
nix develop .#windows --command cargo check --target x86_64-pc-windows-gnu

📄 License

MIT License - see LICENSE file for details.

🙏 Acknowledgments

  • Outline team for excellent API documentation
  • Anthropic for MCP protocol specification
  • Rust community for outstanding tooling and libraries

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