Research workflow with Claude Code
Claude Code with MCP servers handles literature search, Zotero notes, Gmail alert newsletters, and codebase questions for a hydrology researcher.
The author reports faster literature search, Zotero notes written automatically, and accurate answers about the ATS hydrology codebase through a custom ats-mcp server.
Overview
How it was set up
Claude Code with Paper Search MCP, Zotero MCP with local API, Gmail connector in Claude Desktop, a custom ats-mcp built from the pywrdrb-mcp example, and a USGS Water Data MCP.
Worth knowing
Giving Claude access to Gmail feels risky; the author suggests a separate dummy account. The literature review writing feature is untested.
A prompt to start from
Find papers in my Zotero library related to [topic] in the last [N] years. Then summarize the key findings and knowledge gaps of [paper] based on my annotations and write it as a note in Zotero.
Written by Agentic Feats from the source. Not the author's exact prompt.
Sources 1
History
- Added to Agentic Feats
- 2026-10-13
- Pick
- No
- Markdown copy
- /c/research-workflow-with-claude-code.md
More in research
36 featsResultIt created the text file as asked, but after clicking a result it took a screenshot too early and hallucinated the answer.
ResultOperator handled tour search and lesson plan but was slow; adding three grocery items took 15 minutes and an Uber price check took five.
ResultThe draft was usable but weaker than accepted NSF summaries; thinking mode helped, though it began hallucinating and misreading the sources.