Real AI agent use cases, with sources and setup prompts

Turn your notes vault into a research agent

Connected Claude Desktop to his Obsidian vault over MCP and set up an agent flow that synthesizes research from his notes.

See pricing page2 hoursIntermediateSource linked

Source

@Tserawho on X · 2026-07-09

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

Connected Claude Desktop to his Obsidian vault over MCP and set up an agent flow that synthesizes research from his notes.

Result (as claimed)

Claims about 10 hours a week of manual synthesis now takes 30 seconds.

Tools they used

Claude DesktopObsidian

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Gather your sources

    Collect the papers, notes, links or files you want to work from in one place.

  2. Load them into the tool

    Open Claude Desktop, Obsidian and add your sources. Keep the original files so you can check claims later.

  3. Ask focused questions

    Ask for summaries, comparisons or connections with citations to the source passages.

  4. Verify and save

    Spot check claims against the sources, then save the output as notes you can reuse.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Turn your notes vault into a research agent
What the original author did: Connected Claude Desktop to his Obsidian vault over MCP and set up an agent flow that synthesizes research from his notes.
Reported result (as claimed by the author): Claims about 10 hours a week of manual synthesis now takes 30 seconds.
Source: https://x.com/Tserawho/status/2075340347882836334
Tools they used: Claude Desktop, Obsidian
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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