Nuclino MCP Server

August 6, 2025 ยท View on GitHub

Project Status: In Development MCP Compatible License: MIT

A Model Context Protocol (MCP) server for seamless integration with Nuclino, the collaborative note-taking and knowledge management platform.

๐ŸŽฏ Objective

This project aims to create a robust MCP server that enables AI assistants and code editors to interact directly with Nuclino workspaces. The server provides tools for creating, reading, updating, and managing notes, making it particularly valuable for:

  • Documentation Management: Store and organize technical documentation directly from your code editor
  • Reference Material: Build comprehensive knowledge bases with markdown-formatted content
  • AI Output Storage: Capture and organize AI-generated content in your Nuclino vault
  • Development Notes: Keep project notes, gists, and code snippets organized alongside your development workflow

๐ŸŒŸ Key Features (Planned)

  • Workspace Management: List and switch between Nuclino workspaces
  • Note Operations: Create, read, update, and delete notes with full markdown support
  • Search Functionality: Find notes across workspaces using Nuclino's search capabilities
  • Team Collaboration: Access shared workspaces and collaborate on documentation
  • Markdown Optimization: Leverage Nuclino's excellent markdown support for formatted content

๐Ÿš€ Target Use Cases

For Developers

  • Store code documentation and API references
  • Maintain project notes and technical specifications
  • Archive useful code snippets and gists
  • Document development decisions and architecture notes

For AI-Assisted Workflows

  • Capture and organize AI-generated documentation
  • Build knowledge bases from AI conversations
  • Store formatted research and analysis outputs
  • Maintain reference libraries for future AI interactions

For Technical Teams

  • Centralize team knowledge and best practices
  • Maintain living documentation that stays current
  • Share technical insights and learnings
  • Build searchable knowledge repositories

๐Ÿ“š API Documentation

This project uses the Nuclino API for all interactions. Reference documentation:

๐Ÿ› ๏ธ Development Status

This project is currently in active development. The MCP server implementation is being built to provide comprehensive Nuclino integration capabilities.

๐Ÿ“‹ Roadmap

  • Project setup and documentation
  • MCP server foundation
  • Nuclino API client implementation
  • Core note management tools
  • Search and discovery features
  • Workspace management
  • Testing and validation
  • Documentation and examples

๐Ÿค Contributing

Contributions are welcome! This project aims to make Nuclino more accessible within AI-assisted development workflows.

๐Ÿ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.


Building bridges between AI assistants and knowledge management platforms.