Literature Review Python Packages

scitex

Python toolkit for reproducible science — from raw data to manuscript. Includes 42 modules, 312 CLI commands, 0 MCP tools, and 0 skills.

research-hub-pipeline

AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

research-pipeline

Deterministic stage-based pipeline for searching, screening, downloading, converting, and summarizing academic papers. CLI + MCP server.

openalex-local

Local OpenAlex database (284M+ works, FTS5 search, abstracts, SciTeX IF) with Python API, CLI, HTTP relay, and MCP server.

paperpilot

AI 文献检索与综述 Agent：支持多源检索、代码仓库定位、开放 PDF 下载、证据链与中英双语报告。

citracer

💬 Trace citation chains for any concept across research papers and render them as an interactive graph.

findpapers

Findpapers: A tool for helping researchers who are looking for related works

pmidcite

Turbocharge a PubMed literature search using citation data from the NIH

phd-deepread-workflow

A professinal CLI workflow for PhD students to extract, analyze, and visualize academic papers into structured Markdown and Obsidian Canvas.

opencite

Academic literature search, citation management, and PDF retrieval CLI

scienceai-llm

An open-source agentic harness for scientific literature analysis. Coordinates frontier models to extract data, replicate findings, and perform systematic reviews with full provenance tracking.

snowballing

Provides tools for literature snowballing

academic-review-tool

The Academic Review Tool (ART) is a package for performing academic reviews and bibliometric analyses in Python. It offers capabilities for discovering, retrieving, and analysing academic literature at scale.

litresearch

CLI tool for automated literature research workflows.

opendraft

Generate master-level research papers with real citations in minutes

bibscrap

Semi-automated tools for systematic literature reviews.

zotero-mcp-lite

Fast, Customizable & Light Zotero MCP server for AI research assistants

smartreview

An intelligent literature review tool that uses AI-powered embeddings to find the most relevant research papers based on your research interests.

paper-mcp

MCP server that retrieves academic papers by title — metadata, PDF, full text, citations, references.

extralit-server

Open-source tool for accurate & fast scientific literature data extraction with LLM and human-in-the-loop.

litstudy

LitStudy: Using the power of Python to automate scientific literature analysis from the comfort of a Jupyter notebook

tome-mcp

DEPRECATED — use precis-mcp instead. Final release.

zotnote

Streamlining reading notes with Zotero

literature-mapper

Transform academic PDFs into a Knowledge Graph with typed claims, temporal analysis, bibliometric tools, and grounded LLM synthesis that cites only your corpus.