AI Agent
Curation of Agent — listings under the AI tab.
Summary Table
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| NAME | Main citation | YEAR |
|---|---|---|
| BioMedAgent | 2026 |
2026 |
| Biomni | NA |
NA |
| OpenClaw | NA |
NA |
BioMedAgent
PUBMED_LINK
FULL NAME
BioMedAgent: self-evolving multi-agent LLM framework for biomedical data analysis
DESCRIPTION
Multi-agent LLM system that learns to chain bioinformatics tools into workflows via exploration and memory retrieval; natural-language tasks. Paper introduces BioMed-AQA (327 tasks, ~77% success) and reports cross-omics, ML modelling, and pathology segmentation examples.
URL
Main citation
Bu D, Sun J, Li K, et al. (2026) Empowering AI data scientists using a multi-agent LLM framework with self-evolving capabilities for autonomous, tool-aware biomedical data analyses. Nat Biomed Eng. doi:10.1038/s41551-026-01634-6. PMID 41912700
Biomni
FULL NAME
Biomni: A General-Purpose Biomedical AI Agent
DESCRIPTION
A general-purpose biomedical AI agent designed to autonomously execute diverse biomedical tasks across 25 domains. It integrates large language models (LLMs), retrieval-augmented planning, and code-based execution to perform workflows like causal gene prioritization, drug repurposing, and rare disease diagnosis without task-specific tuning.
URL
PREPRINT_DOI
10.1101/2025.05.30.656746
ARROW_SUMMARY
User query → Action discovery agent identifies tools/protocols → LLM-driven planning and code execution → Output biomedical analysis workflows (e.g., gene prioritization, drug repurposing) using retrieval-augmented methods across 25 domains
AI_GENERATED
1.0
OpenClaw
Company
Open source
DESCRIPTION
Open-source, local-first autonomous AI assistant: file/shell access, browser automation, skills/plugins, and optional chat-app bridges; model-agnostic (e.g. Claude, OpenAI, local/Ollama) with your own API keys.
URL