haopengzhan
8c0b04db0e
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46 lines
1.8 KiB
Markdown
46 lines
1.8 KiB
Markdown
---
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title: "Using Gemini-CLI and MCP server to organize my dropbox"
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date: 2025-08-31
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author: "haopengzhan"
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category: "Tech"
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tags: ["AI Era", "Dropbox", "Gemini", "LLM", "Productivity", "k8s"]
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excerpt: "I think many people face the same dilemma I did: Dropbox fills up with thousands of disorganized files. Here is how I leveraged Gemini-CLI and Model Context Protocol to automate organization."
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cover: images/cover.svg
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lang: en
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---
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I think many people face the same dilemma I did: years of accumulated receipts, research papers, camera uploads, and archives scattered across folders.
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When managing workloads in modern infrastructure, we treat our nodes cleanly with a streamlined **container image** deployed across clusters. But our personal storage often looks like a monolithic legacy system.
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## The Problem with Cloud Storage
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Cloud storage services like Dropbox offer immense space, but search and organization remain rudimentary. You often remember *concepts* rather than filenames:
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- "That invoice from AWS last quarter"
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- "The PDF paper on distributed consensus"
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- "A screenshot of my terminal settings"
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## Introducing MCP (Model Context Protocol)
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The Model Context Protocol connects LLMs with local or remote toolsets. By creating an MCP server for Dropbox, we expose simple tools:
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```bash
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# Running the MCP server locally or in a container
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npx -y @modelcontextprotocol/server-dropbox
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```
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And in Python:
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```python
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import dropbox
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def list_unorganized_files(dbx, path="/Inbox"):
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res = dbx.files_list_folder(path)
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return [entry.name for entry in res.entries]
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```
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## Results and Workflow
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Once configured, Gemini can inspect file headers, categorize documents into appropriate directories, and even rename messy receipts into normalized ISO dates (`YYYY-MM-DD-merchant-amount.pdf`).
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