Snowman AI
Autonomous Literature Review Agent
Automate Your
Literature Review
Upload PDFs, extract references automatically, search 6 academic databases, and evaluate papers with AI. All powered by LangGraph + Gradio MCP Server.
Smart PDF Extraction
AI automatically finds and extracts references from any PDF layout.
6-Source Cascade Search
CrossRef, Semantic Scholar, OpenAlex, HuggingFace Papers & more.
AI Paper Evaluation
Define criteria and let AI evaluate papers for your systematic review.
MCP Server Ready
Use with Claude Desktop, Cursor, or any MCP-compatible AI.
Smart Cache
SQLite cache saves API calls and speeds up repeated searches.
Export Results
Download in Excel or JSON. Ready for reference managers.
Snowman AI
Autonomous Literature Review Agent powered by LangGraph + Gradio
Extract references from PDFs • Search 6+ academic databases • Evaluate papers with AI
📎 Select your PDFs
Drag scientific papers to get started
💡 We recommend configuring in the .env file
🤖 Agent Pipeline
Watch the agents work in real-time
Refs
Abstracts
Duplicates
Data
📑 Found References
View and export the results
📥 Export
📋 Paper Evaluation for Systematic Literature Review
Define inclusion and exclusion criteria for the agent to automatically evaluate found papers.
📖 How to Use
Upload PDFs
Drag your scientific papers in PDF format to the upload area
Click Start
The system extracts references and searches for abstracts automatically
Export Results
Download in Excel or JSON format for your systematic review
💡 Tip: Configure your OpenAI API Key in the .env file
so you don't have to enter it every time
🔌 MCP Server: This app can also be used as an MCP Server for Claude Desktop, Cursor, and other AI tools. Check the MCP Tools tab for more information.
🔌 MCP Server Tools
This app exposes tools via Model Context Protocol (MCP) that can be used by Claude Desktop, Cursor, Cline and other MCP Clients.
📋 MCP Server URL: http://localhost:7860/gradio_api/mcp/
Snowman AI • Built for MCP's 1st Birthday Hackathon • Nov 2025
Powered by LangGraph • Gradio • CrossRef • Semantic Scholar • OpenAlex • HuggingFace Papers