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MCP server · Documentation

Paper Summarizer

· github.com/Meet261/hello-mcp-server

Summarize academic papers by uploading PDFs or providing PDF URLs to get concise summaries powered by Google's Gemini large language model. Access a user-friendly web interface for quick and relevant research insights. Deploy easily as a micro-service compatible platform server for seamless integration.

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Scored 4 months ago · breakdown

About Paper Summarizer

Paper Summarizer is an MCP server in the Documentation category: summarize academic papers by uploading PDFs or providing PDF URLs to get concise summaries powered by Google's Gemini large language model. Access a user-friendly web interface for quick and relevant research insights. Deploy easily as a micro-service compatible platform server for seamless integration. It has been installed 0 times through Conduid.

Install

Clone
git clone https://github.com/Meet261/hello-mcp-server

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

MCP Summarization Server

A deployable MCP server for Smithery that summarizes research papers using the Gemini API. Users can upload a PDF or provide a URL to a paper, and receive a summary.

Features

  • Upload PDF or enter URL of a research paper
  • Summarizes using Google Gemini API
  • Deployable to smithery.ai

Project Structure

backend/   # FastAPI MCP server
frontend/  # React UI (Vite)
smithery.yaml

Local Development

Backend

cd backend
pip install -r requirements.txt
uvicorn main:app --reload --port 8080

Frontend

cd frontend
npm install
npm run dev

Deployment to Smithery

  1. Push your code (including smithery.yaml and Dockerfiles) to GitHub.
  2. Connect your GitHub to Smithery.
  3. Deploy via the Smithery dashboard.

Configuration

  • Requires a Gemini API key (see Google Gemini).
  • Smithery will pass this as a config parameter.

License

MIT

README mirrored from the source repository 4 months ago. The original is authoritative.

Questions

About Paper Summarizer

How do I install Paper Summarizer?

Run git clone https://github.com/Meet261/hello-mcp-server, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Paper Summarizer safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Paper Summarizer still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.