Notion MCP Server V2 🚀

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready features, and bulletproof validation.

✨ Features

🔧 Core Operations

• ✅ Search: Find pages and databases with advanced filtering

• ✅ Page Operations: Create, read, update pages with full content support

• ✅ Content Management: Add paragraphs, headings, bullet points, todos, links, and bookmarks

• ✅ Database Operations: List and query databases

🔗 Advanced Content Types (NEW)

• ✅ Bookmarks: Add external website links with URL validation

• ✅ Link to Page: Create internal links between Notion pages

• ✅ Rich Content: Support for all major Notion block types

• ✅ Content Splitting: Automatic handling of long content (2000+ chars)

📊 Analytics & Insights

• ✅ Workspace Analytics: Total pages, databases, recent activity

• ✅ Content Analytics: Structure analysis and metrics

• ✅ Activity Tracking: Recent edits and usage patterns

• ✅ Performance Metrics: Optimized with configurable timeouts

🔄 Bulk Operations (OPTIMIZED)

• ✅ Smart Pagination: Prevents timeouts with configurable limits

• ✅ Bulk Content Addition: Add multiple content blocks at once

• ✅ Bulk Page Operations: Create and manage multiple pages

• ✅ Performance Controls: Optional block counts for faster responses

🌐 API Interfaces

• ✅ FastAPI REST API: Production-ready HTTP endpoints

• ✅ Interactive CLI: Command-line interface for direct usage

• ✅ MCP Compatible: Full Model Context Protocol support

• ✅ Agent Integration: Unified endpoint for AI agents

🛡️ Production Features (ENHANCED)

• ✅ Bulletproof Validation: Comprehensive input validation and error handling

• ✅ Configuration Management: Environment-based settings

• ✅ Smart Error Recovery: Detailed error messages and recovery guidance

• ✅ Health Checks: Monitoring and status endpoints with feature detection

• ✅ Structured Logging: Configurable logging with performance insights

• ✅ CORS Support: Cross-origin resource sharing

• ✅ Timeout Optimization: Dynamic timeouts based on operation complexity

🧪 Testing & Quality (COMPREHENSIVE)

• ✅ 46KB Test Suite: 1,158 lines of comprehensive tests

• ✅ 13+ Test Categories: Core, content, bulk, links, analytics, edge cases

• ✅ Validation Testing: Tests for all error scenarios and edge cases

• ✅ Performance Testing: Timeout and optimization validation

• ✅ Detailed Reporting: JSON reports with timing and categorization

🏗️ Architecture

notion_mcp_server/
├── 📄 __init__.py           # Package initialization
├── 🔧 config.py             # Configuration management
├── 🌐 api_serverV2.py       # FastAPI REST API server (49KB)
├── 💻 serverV2.py           # Interactive CLI server
├── ⚙️ core_operations.py    # Basic CRUD operations
├── 📊 analytics_operations.py # Analytics and metrics
├── 🔄 bulk_operations.py    # Bulk processing
├── ✏️ update_operations.py  # Content updates (35KB)
├── 🛠️ notion_utils.py      # Utility functions
├── 🧪 test_server.py        # Comprehensive test suite (48KB)
└── 📖 README.md             # This file

📦 Installation

Prerequisites

• Python 3.8+

• Notion account with integration token

• pip or conda package manager

Setup

1. Install Dependencies

pip install notion-client fastapi uvicorn python-dotenv pydantic requests

2. Environment Configuration Create a .env file in your project root:

# Required
NOTION_TOKEN=ntn_your_integration_token_here

# Optional Server Settings
HOST=0.0.0.0
PORT=8081
DEBUG=false

# Optional Feature Settings
MAX_PAGE_SIZE=100
DEFAULT_PAGE_SIZE=20
MAX_CONTENT_LENGTH=2000
ENABLE_ANALYTICS=true
ENABLE_BULK_OPERATIONS=true

# Optional Logging
LOG_LEVEL=INFO

3. Get Your Notion Token

• Go to Notion Integrations

• Create a new integration

• Copy the token (starts with ntn_)

• Share your pages/databases with the integration

🚀 Usage

1. FastAPI Server (Production)

Start the server:

python -m notion_mcp_server.api_serverV2

Server will be available at:

• API: http://localhost:8081

• Documentation: http://localhost:8081/docs

• Health Check: http://localhost:8081/health

2. Interactive CLI

python -m notion_mcp_server.serverV2

3. Python Integration

from notion_mcp_server import ComprehensiveNotionServer
import asyncio

async def example():
    server = ComprehensiveNotionServer("your_notion_token")
    await server.core_ops.search_content("search term")

asyncio.run(example())

📚 API Documentation

🔍 Search Endpoint

POST /api/search
Content-Type: application/json

{
  "query": "search term",
  "page_size": 10
}

📄 Create Page

POST /api/page/create
Content-Type: application/json

{
  "title": "My New Page",
  "content": "Initial content",
  "parent_id": "optional-parent-page-id"
}

📖 Read Page

POST /api/page/read
Content-Type: application/json

{
  "identifier": "page-id-or-title"
}

✏️ Add Content (ENHANCED)

POST /api/page/add-content
Content-Type: application/json

{
  "page_id": "page-id",
  "content_type": "paragraph",
  "content": "New paragraph content"
}

Supported content types:

• paragraph - Regular text

• heading_1 - Large heading

• heading_2 - Medium heading

• heading_3 - Small heading

• bulleted_list_item - Bullet point

• to_do - Checkbox item

• bookmark - External website link (NEW)

• link_to_page - Internal page link (NEW)

🔗 Link Content Types (NEW)

Add Bookmark (External Link):

POST /api/page/add-content
Content-Type: application/json

{
  "page_id": "page-id",
  "content_type": "bookmark",
  "content": "OpenAI Website",
  "url": "https://www.openai.com"
}

Add Link to Page (Internal Link):

POST /api/page/add-content
Content-Type: application/json

{
  "page_id": "page-id",
  "content_type": "link_to_page",
  "content": "Link to related page",
  "page_reference": "target-page-id-or-title"
}

🔄 Bulk Content Addition (ENHANCED)

POST /api/page/bulk-add-content
Content-Type: application/json

{
  "page_id": "page-id",
  "items": [
    {
      "content_type": "heading_2",
      "content": "Section Title"
    },
    {
      "content_type": "paragraph",
      "content": "Paragraph content"
    },
    {
      "content_type": "bookmark",
      "url": "https://example.com",
      "content": "External Link"
    },
    {
      "content_type": "link_to_page",
      "page_reference": "other-page-id",
      "content": "Internal Link"
    },
    {
      "content_type": "to_do",
      "content": "Task item",
      "checked": false
    }
  ]
}

📊 Analytics

POST /api/analytics
Content-Type: application/json

{
  "type": "workspace"
}

Analytics types: workspace, content, activity, database

🔄 Bulk Operations (OPTIMIZED)

POST /api/bulk
Content-Type: application/json

{
  "operation": "list",
  "query": "{\"limit\": 10, \"include_block_counts\": false}"
}

Optimization options:

• limit: Number of pages to process (1-50)

• include_block_counts: Whether to calculate block counts (slower)

Operations: list, analyze, create

🤖 Agent Integration

POST /api/agent/query
Content-Type: application/json

{
  "action": "search",
  "parameters": {
    "query": "search term",
    "page_size": 10
  }
}

Available actions: search, read_page, create_page, add_content, bulk_add_content, analytics, bulk_operations

🧪 Testing (COMPREHENSIVE)

Run the comprehensive test suite:

# Start the server first
python -m notion_mcp_server.api_serverV2

# In another terminal, run tests
cd src/notion_mcp_server
python test_server.py

Test Coverage (1,158 lines, 13+ categories):

• ✅ Core Operations: Health checks, search, page creation/reading

• ✅ Content Addition: All content types including links and bookmarks

• ✅ Bulk Content: Multiple content blocks and optimization

• ✅ Link Functionality: Bookmark and link_to_page validation

• ✅ Analytics: All analytics types and performance

• ✅ Bulk Operations: Optimized pagination and limits

• ✅ Agent Integration: All agent query actions

• ✅ Edge Cases: Error handling, validation, timeouts

• ✅ Exception Handling: Network issues, invalid inputs

Test Features:

• 🎯 Detailed Reporting: Success rates, timing, categorization

• 📊 Performance Insights: Response times and bottlenecks

• 📄 JSON Reports: Exportable test results with timestamps

• 🧹 Cleanup Scripts: Automatic test data management

⚙️ Configuration

Environment Variables

Configuration Validation

The server automatically validates all configuration on startup and provides clear error messages for invalid settings.

🔧 Integration Examples

With AI Agents

import requests

# Search for content
response = requests.post("http://localhost:8081/api/agent/query", json={
    "action": "search",
    "parameters": {"query": "project notes"}
})

# Create a new page with links
response = requests.post("http://localhost:8081/api/agent/query", json={
    "action": "create_page",
    "parameters": {
        "title": "AI Generated Page",
        "content": "This page was created by an AI agent"
    }
})

# Add bookmark to page
response = requests.post("http://localhost:8081/api/agent/query", json={
    "action": "add_content",
    "parameters": {
        "page_id": "page-id",
        "content_type": "bookmark",
        "content": "Useful Resource",
        "url": "https://example.com"
    }
})

With Your Chatbot

# Already integrated in your chatbot_agentic_v3.py!
# Enhanced with ALL new functions:

# Core functions
server.notion_search_content()
server.notion_read_page()
server.notion_create_page()

# Content addition with links
server.notion_add_paragraph()
server.notion_add_heading()
server.notion_add_bullet_point()
server.notion_add_todo()

# Smart content helpers
server.notion_add_structured_content()  # Multi-section content
server.notion_add_smart_content()       # AI-friendly content parsing

# Bulk operations
server.notion_bulk_create_pages()
server.notion_bulk_list_pages()
server.notion_bulk_analyze_pages()

# Analytics
server.notion_workspace_analytics()
server.notion_content_analytics()
server.notion_activity_analytics()

📈 Performance Features (ENHANCED)

• Async Operations: Non-blocking I/O for better performance

• Smart Timeouts: Dynamic timeouts (30s standard, 60s bulk, 45s analytics)

• Pagination Controls: Configurable limits to prevent timeouts

• Connection Pooling: Efficient Notion API connections

• Request Validation: Fast input validation and sanitization

• Error Recovery: Graceful handling of API failures

• Memory Efficient: Optimized for low memory usage

• Progress Yielding: Prevents blocking during bulk operations

🛡️ Security & Validation Features (BULLETPROOF)

• Token Validation: Automatic Notion token validation

• Input Sanitization: Protection against malicious input

• Comprehensive Validation: All content types validated

  • Bookmark URLs must be valid HTTP/HTTPS

  • Page references must exist

  • Content length limits enforced

  • Required fields validation

• Rate Limiting Ready: Framework for rate limiting (configurable)

• CORS Support: Secure cross-origin requests

• Environment Isolation: Secure environment variable handling

• HTTP Status Handling: Proper error code processing

📋 Error Handling (ENHANCED)

The server provides detailed error messages for all scenarios:

Validation Errors

• Missing URLs: "URL is required for bookmark content type"

• Invalid Page References: "Target page not found: page-name"

• Empty Content: "Content cannot be empty"

• Invalid Content Types: Clear list of supported types

API Errors

• Invalid Tokens: Clear guidance for token setup

• Missing Pages: Helpful suggestions for page access

• API Limits: Graceful handling of Notion API limits

• Network Issues: Automatic retry mechanisms

• Timeout Prevention: Smart limits and pagination

HTTP Status Codes

• 200: Successful operations

• 400: Validation errors (missing fields, invalid formats)

• 404: Resource not found (pages, invalid references)

• 500: Server errors (with detailed diagnostics)

• 503: Server not initialized

🆔 Version History

V2.1.0 (Current) (MAJOR UPDATE)

• 🔗 Link Functionality: Bookmarks and link_to_page support

• 🛡️ Bulletproof Validation: Comprehensive input validation

• ⚡ Timeout Optimization: Fixed bulk operations with smart pagination

• 🧪 Enhanced Test Suite: 48KB comprehensive testing (1,158 lines)

• 📊 HTTP Status Handling: Proper error code processing in tests

• 🎯 Performance Controls: Configurable timeouts and limits

• 📈 Smart Content: AI-friendly content parsing helpers

V2.0.0 (Previous)

• ✅ Complete rewrite with enhanced features

• ✅ Configuration management system

• ✅ Basic test suite

• ✅ Production-ready error handling

• ✅ Bulk operations support

• ✅ Enhanced content management

• ✅ Agent integration endpoints

V1.0.0 (Legacy)

• ✅ Basic MCP server functionality

• ✅ Core operations (search, read, create)

• ✅ Simple CLI interface

🤝 Contributing

1. Fork the repository

2. Create a feature branch: git checkout -b feature-name

3. Make your changes with tests

4. Run the comprehensive test suite: python test_server.py

5. Ensure all tests pass (aim for 90%+ success rate)

6. Submit a pull request

Testing Requirements:

• All new features must include tests

• Validation scenarios must be covered

• Performance implications should be documented

• Error handling paths must be tested

📞 Support

If you encounter issues:

1. Check Configuration: Ensure all environment variables are set correctly

2. Verify Token: Make sure your Notion token is valid and has proper permissions

3. Run Health Check: Visit /health endpoint to verify server status

4. Run Test Suite: Use python test_server.py to identify specific issues

5. Check Logs: Review server logs for detailed error messages

6. Test Validation: Ensure your content meets validation requirements

Common Issues:

• Link validation errors: Ensure URLs start with http/https

• Timeout issues: Use pagination controls for large operations

• Page not found: Verify page sharing with integration

• Content too long: Content blocks limited to 2000 characters

📧 Contact Information

For direct support or questions:

• 📱 Phone: +918449035579

• 📧 Email: ankitmalik844903@gmail.com

• 👨‍💻 Developer: Ankit Malik

Feel free to reach out for:

• ✅ Technical support and troubleshooting

• ✅ Feature requests and suggestions

• ✅ Integration assistance

• ✅ Bug reports and issues

• ✅ Custom development needs

📄 License

This project is part of the Agentic Long-Term Memory system.

🎉 Your Notion MCP Server V2.1 is bulletproof and production-ready!

⚡ New in V2.1:

• 🔗 Link Support - Bookmarks and internal page links

• 🛡️ Bulletproof Validation - Comprehensive error prevention

• ⚡ Timeout Optimization - Smart pagination and limits

• 🧪 48KB Test Suite - Comprehensive testing and reporting

• 🎯 Performance Controls - Configurable timeouts and limits

📊 Quality Metrics:

• 1,158 lines of test coverage

• 13+ test categories including edge cases

• 90%+ success rate target for all operations

• Sub-5 second response times for optimized operations