Local Docmost MCP
L

Local Docmost MCP

The Docmost MCP server is an MCP service that provides AI assistants with direct access to self-hosted Docmost documents, enabling functions such as listing document spaces, full-text search, and obtaining page content through the API.
2.5 points
4.9K

What is Docmost MCP Server?

Docmost MCP Server is a bridge connecting AI assistants and the Docmost document system. It allows you to directly query and access your internal documents in AI development tools such as Claude, Cursor, and VS Code without manually switching applications or copying and pasting content.

How to use Docmost MCP Server?

After installation and configuration, AI assistants can directly use the document query function in the conversation: list all document spaces, search for keywords, and obtain the content of specific pages. All operations are completed within the AI tool without leaving the current working environment.

Applicable scenarios

It is suitable for scenarios such as development teams, technical support, and product documentation writing. When you are writing code, debugging problems, or answering user inquiries, you can quickly find relevant documents to improve work efficiency and accuracy.

Main features

List document spaces
View all available document spaces, including names, identifiers, and IDs, to help you understand the document organizational structure.
Full-text search
Search for keywords in all documents, support filtering by space, and quickly find relevant content.
Get page content
Get the full content of a specific page and automatically convert the ProseMirror JSON format to a readable Markdown format.
Automatic authentication
Automatically handle Docmost API authentication, cache JWT tokens, and automatically re-authenticate when the tokens expire.
Advantages
Seamless integration: Directly access documents within the AI tool without switching applications.
Format conversion: Automatically convert complex ProseMirror JSON to readable Markdown.
Wide compatibility: Support all mainstream MCP clients such as Claude, Cursor, and VS Code.
Simple configuration: Just fill in the Docmost instance URL, account, and password to use.
Offline caching: Automatically cache authentication tokens to reduce repeated logins.
Limitations
Requires a self-hosted Docmost instance: Does not support Docmost cloud services.
Depends on the Python environment: Requires Python 3.10+ and a virtual environment.
Configuration path requirement: Must use an absolute path to configure the MCP client.
Network dependency: Requires a network environment that can access the Docmost instance.
Permission limitation: Can only access documents that the current account has permission to access.

How to use

Installation preparation
Clone the code repository and install Python dependencies.
Configure the connection
Create a configuration file and fill in your Docmost instance information.
Test the connection
Verify that the configuration is correct and ensure that you can access Docmost normally.
Configure the MCP client
Configure the MCP server connection according to the AI tool you are using.
Start using
Restart the AI tool. Now you can directly use the document query function in the conversation.

Usage examples

Query API documentation during development
When writing code, you need to query the detailed description and parameter requirements of an API endpoint.
Find solutions during technical support
When handling user problems, you need to find solutions or configuration steps for known problems.
Refer to existing content when writing documents
When writing new documents, you need to refer to the existing document structure and format.
Understand project documents during team collaboration
When new members join the team, they need to quickly understand the project document structure.

Frequently Asked Questions

Why do I need to configure an absolute path?
Which Docmost versions are supported?
Do authentication tokens expire? How to update them?
Can I use it in multiple AI tools simultaneously?
Does the search function support Chinese?
What should I do if I get a 'Connection refused' error?
How to ensure the security of configuration information?

Related resources

Model Context Protocol Official Website
Official documentation and specifications of the MCP protocol
Docmost Official Website
Official website of the Docmost document system
GitHub Code Repository
Source code of the Docmost MCP Server
Claude Desktop Configuration Guide
Configuration instructions for the MCP server of Claude Desktop
Python MCP SDK
Python MCP server development toolkit

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "docmost": {
      "command": "/absolute/path/to/docmost-mcp/venv/bin/python",
      "args": ["/absolute/path/to/docmost-mcp/mcp_server.py"]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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