🤖 Best AI tools for Bio LLM agents & copilots (2026)

LLM agents and research copilots for biology and literature work.

15 tools · 9 open source · each entry links to its website, code and paper.

Dated by release date, else first public paper, preprint or release date; undated tools listed after, A–Z.

Enrich.AI

Conversational ReAct agent for gene-set enrichment: 220+ libraries, Europe PMC literature grounding, interactive plots and human-in-the-loop refinement.

Bio LLM agents & copilotsOpen source#enrichment#gene-sets

Biomni

General-purpose biomedical AI agent with 150+ tools and databases.

Bio LLM agents & copilotsOpen source#agent#llm

Robin

FutureHouse multi-agent system automating hypothesis generation and data analysis for drug discovery.

Bio LLM agents & copilotsOpen source#multi-agent#hypothesis

PaperQA2

High-accuracy RAG agent over scientific papers.

Bio LLM agents & copilotsOpen source#rag#literature

Aviary

Gymnasium for training language agents on scientific tasks (molecular cloning, literature QA).

Bio LLM agents & copilotsOpen source#training#environments

LLM agent that designs genetic perturbation experiments (e.g. CRISPR screens).

Bio LLM agents & copilotsOpen source#experiment-design#perturbation

Coscientist

GPT-4-driven agent that plans and executes chemistry experiments on lab hardware.

Bio LLM agents & copilotsOpen source (non-commercial)#lab-automation#chemistry

PyLabRobot

Hardware-agnostic Python interface for liquid-handling robots and lab automation.

Bio LLM agents & copilotsOpen source#lab-automation#liquid-handling

BioChatter

Framework for LLM-based conversational biomedical research.

Bio LLM agents & copilotsOpen source#llm#framework

ChemCrow

LLM chemistry agent augmented with 18 expert tools for synthesis and molecule tasks.

Bio LLM agents & copilotsOpen source#chemistry#tools

Latch Bio

Cloud platform for bioinformatics workflows and data.

Bio LLM agents & copilotsFreemium#workflows#cloud

R&D cloud with ELN, molecular biology and AI tooling.

Bio LLM agents & copilotsContact#eln#platform

AI search engine over peer-reviewed research.

Bio LLM agents & copilotsFreemium#literature#search

AI scientist agents (formerly FutureHouse Crow, Falcon, Owl, Phoenix) for literature search and chemistry.

Bio LLM agents & copilotsFreemium#agent#literature

AI research assistant for literature search and data extraction.

Bio LLM agents & copilotsFreemium#literature