Eclipse-Cj

Eclipse-Cj / paper-distill-mcp

Public

MCP server for academic paper search, curation, and multi-platform push

25
0
89% credibility
Found Mar 08, 2026 at 21 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A tool that searches nine academic sources for papers matching user-defined research interests, applies AI-driven ranking and review, generates digests, and integrates with note-taking apps and messaging platforms via an AI protocol.

How It Works

1
🔍 Discover Paper Distill

You hear about a helpful tool that finds the latest research papers tailored to your interests and sends them right to your chat.

2
📦 Get it set up

With one simple command, you install the tool on your computer – no complicated steps needed.

3
🤖 Link to your AI helper

You connect it to your favorite AI chat app like Claude or Cursor, so they can use its smarts.

4
💭 Share your research passions

You chat naturally about your topics like 'LLM reasoning' or 'AI agents', and it learns your keywords automatically.

5
📚 Launch your first search

Tell your AI to refresh papers, and it pulls fresh matches from top academic sources just for you.

6
Choose how to get updates
📱
Daily notifications

Set up quick pushes to Telegram or Discord for effortless reading on the go.

💾
Save locally

Store everything in your notes app like Obsidian or library like Zotero for later.

🎉 Daily research magic

Now you get handpicked papers every day, ranked by relevance, with summaries and easy saves – staying ahead in your field feels simple and exciting.

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Star Growth

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AI-Generated Review

What is paper-distill-mcp?

This Python MCP server automates academic paper discovery and curation, searching nine sources like arXiv, PubMed, and Semantic Scholar in parallel, then ranking results by relevance, recency, impact, and novelty before pushing daily digests to Telegram, Discord, or Zotero/Obsidian. It adapts to your research direction via natural language chats in MCP clients like Cursor or VS Code, handling setup, filtering duplicates, and even auto-updating a personal paper library site. Solves the drudgery of manual academic curation for devs tracking evolving fields.

Why is it gaining traction?

Zero-config basics—no API keys needed for core searches—and uvx one-liner install hook mcp github copilot vscode users fast. Standout: dual AI blind reviews for quality pushes, cheap scraper delegation to cut token costs, and seamless Zotero integration with Obsidian note templates. In mcp server python circles, it shines for mcp github n8n automations and mcp server docker deploys, outpacing basic RSS tools with adaptive, multi-platform delivery.

Who should use this?

Academic devs or PhDs in AI/ML curating weekly reading lists, research engineers building mcp github project manager pipelines, or solo investigators tired of arXiv alerts. Perfect for mcp server ai workflows in Cursor/Zed, mcp github issues trackers wanting Zotero pushes, or mcp server tutorial followers experimenting with mcp github registry tools.

Verdict

Worth a spin for mcp server examples in academic curation—installs cleanly, docs guide MCP token setup—but 14 stars and 0.9% credibility scream early alpha with bugs ahead. Prod-ready? Not yet; test in Docker first.

(178 words)

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