Document Tools
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Document ToolsConvert the attached PDF to Markdown so I can read it"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Document Tools
A Python package implementing a variety of document-related tools for converting and processing document formats. These tools are exposed through an MCP server interface for seamless integration with AI assistants.
Setup
# Create a virtual env and activate it
uv venv
source .venv/bin/activate
# Install the package in development mode
uv pip install -e .Related MCP server: Document Tools
Running
# Start the MCP server
uv run main.pyTesting
# Run all tests
uv run pytestDevelopment
Tool Definitions
Tools are defined as Python functions and registered with the MCP server:
mcp.tool()(my_function)Tool descriptions should:
Begin with a one-line summary
Provide detailed explanation of functionality
Explain when to use (and not use) the tool
Include usage examples with expected input/output
Use Field from pydantic for parameter descriptions:
from pydantic import Field
def my_tool(
param1: str = Field(description="Detailed description of this parameter"),
param2: int = Field(description="Explain what this parameter does")
) -> ReturnType:
"""Comprehensive docstring here"""
# ImplementationThis server cannot be deployed
Maintenance
Related MCP Connectors
Document-to-Markdown MCP server — convert PDF, Office and HTML into LLM-ready Markdown.
Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formulas and OCR.
DocBase MCP server for AI agents
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-compatible AI.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceAn MCP server that uses the Docling toolkit to convert various document formats, including PDFs, Office files, images, and audio, into clean Markdown for AI processing. It supports multiple processing pipelines like VLM and ASR with intelligent auto-detection and job queue management.2MIT
- FlicenseNot gradedqualityDmaintenanceEnables document conversion and processing through an MCP server interface for AI assistants.-
- FlicenseNot gradedqualityDmaintenanceAn MCP server that uses Docling to convert PDFs, Office documents, images, audio, and more into clean Markdown for AI processing and RAG pipelines.6-
- FlicenseNot gradedqualityCmaintenanceMCP server that provides document conversion and processing tools, enabling AI assistants to handle document formats through natural language.-