Literature & Research

STELLA is a research multi-agent framework for biomedical literature and bioinformatics workflows, combining reusable workflow templates, tool orchestration, critique, and optional dynamic tool creation.

Literature & Research · Drug Discovery

SciAgents is a research multi-agent framework that uses scientific knowledge graphs, LLMs and retrieval tools to develop and critique hypotheses for bio-inspired materials research.

Literature & Research · Materials Discovery

PubMed MCP (cyanheads) is a third-party MCP server connecting AI clients to biomedical literature search, article metadata, available full text, MeSH vocabulary and citation tools.

Literature & Research · Drug Discovery

ChemDataExtractor v2 is a Python toolkit for extracting chemical entities, properties, spectra and tabulated data from scientific literature, with readers for HTML, XML and PDF.

Literature & Research

Coscientist provides a simple implementation and supporting research data for large-language-model chemical research, covering synthesis planning, library selections, repeated runs and optimization.

Literature & Research · Lab Automation

PaperQA provides agentic retrieval-augmented question answering over scientific documents, combining local search, ranked evidence summaries and answers with in-text citations.

Literature & Research

ChemCrow is a Python chemistry agent package built with Langchain that connects language-model reasoning to RDKit, paper-qa, chemical databases, and reaction-planning tools.

Cheminformatics · Literature & Research