Document Organizer MCP
Supports exporting Google Docs as plain text via the Drive integration for text extraction.
Allows searching, reading, and extracting text from Google Drive files, including metadata retrieval and full content extraction for supported formats.
Supports exporting Google Sheets as CSV via the Drive integration for text extraction.
Click on "Install 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 Organizer MCPlist all files in the contracts folder"
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.
Workspace MCP Server
A minimal Python MCP server built with the official MCP Python SDK and prepared for deployment on Render from GitHub.
Files
server.py: the MCP server entrypointrequirements.txt: Python dependenciesrender.yaml: Render deployment blueprint
Related MCP server: File Context MCP Server
What this server does
This starter server exposes:
echo: returns the text you send itadd_numbers: adds two numberslist_workspace_files: lists files inside the app directoryread_text_file: reads a UTF-8 text fileread_json_file: reads and parses a JSON file
It also exposes a resource at workspace://server-info.
Run locally
Install dependencies:
pip install -r requirements.txtRun in local stdio mode:
python server.pyRun in MCP dev mode:
uv run mcp dev server.pyRun in HTTP mode locally:
MCP_TRANSPORT=streamable-http python server.py
By default, local HTTP mode listens on 127.0.0.1:8000, and the MCP endpoint is:
http://127.0.0.1:8000/mcpDeploy on Render
Option 1: Use render.yaml
Push these files to your GitHub repository.
In Render, create a new Blueprint service from that repository.
Render will read
render.yamland create the web service automatically.
Option 2: Manual Web Service setup
If you do not want to use the blueprint file, create a Render Web Service with:
Build Command:
pip install -r requirements.txtStart Command:
python server.pyEnvironment Variable:
MCP_TRANSPORT=streamable-http
Render endpoint
After deployment, the MCP HTTP endpoint is:
https://YOUR-RENDER-SERVICE.onrender.com/mcpRender supplies the PORT environment variable automatically. This server is already set up to bind to that port and to host 0.0.0.0 when running on Render.
Notes
stdiomode is for local MCP usage, not for Render web deployment.streamable-httpmode is the correct mode for Render.If you rename the service, you do not need to change the code.
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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