AI agent tools in life sciences
In this catalog, Life sciences covers biotech, pharma and lab research. Our enrichment pass tags 76 listings with it: 15 MCP servers, 58 agent skills and 3 AI agents. By listing rank, the top MCP server is Tooluniverse, the top agent skill is codonfm-finetune and the top AI agent is Biomni. 73 of the 76 were active in the last 30 days. Each entry below links to its listing page, with grades, install commands and sources.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
What the field is
- Tagged listings
- 76
- By type
- 15 MCP servers, 58 agent skills and 3 AI agents
- Published by the vendor
- 0 of 76
- Active in the last 30 days
- 73 of 76
- Open source
- 74 of 76
- MCP servers that run only remotely
- 0 of 15
- Hosts named by the MCP servers
- Claude Code (15), Claude Desktop (15), Codex (15)
Building blocks by type
The top entries of each type, by listing rank. Open a listing for its install command, grades and sources.
MCP servers 15 tagged
- 1Tooluniverse
mims-harvard
2,700+ scientific tools for AI scientists: life science, research, literature, and more.
- Most GitHub stars here (1,757)
- Most weekly downloads here (17.8K)
- Active in the last 30 days
★ 1.8K↓ 17.8K/wkLast active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 2PubMed Search
u9401066
Multi-source biomedical literature search: PubMed, Europe PMC, OpenAlex, full text, citations
- Active in the last 30 days
- Open source (Apache-2.0)
★ 28↓ 494/wkLast active Oct 20, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 3BioMASS ODE Model Builder
marcorusc
Construct, inspect, visualize, and simulate evidence-backed ODE models with BioMASS
- Active in the last 30 days
- Open source (GPL-3.0)
★ 20↓ 423/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 4MaBoSS Boolean Network Simulator
marcorusc
MCP server for Boolean network simulation and attractor analysis using MaBoSS
- Active in the last 30 days
- Open source (GPL-3.0)
★ 20↓ 423/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 5Plant Genomics
musharna
Plant genomics MCP — 56 tools across 23 backends with cross-source synthesis.
- Active in the last 30 days
- Open source (MIT)
★ 8↓ 366/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet
Agent skills 58 tagged
- 1codonfm-finetune
NVIDIA BioNeMo <bionemofeedback@nvidia.com>
Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only, or full fine-tuning.
- Largest repository here (3,718 stars)
- Active in the last 30 days
- Open source (Apache-2.0)
★ 3.7KLast active Oct 9, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 2complexa-sweep
Ohad Mosafi <omosafi@nvidia.com>
Agent runbook for Proteina-Complexa parameter sweeps through the separately installed first-party CLI and config generator.
- Largest repository here (3,718 stars)
- Active in the last 30 days
- Open source (Apache-2.0)
★ 3.7KLast active Oct 21, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 3parabricks
Angel Pizarro <apizarro@nvidia.com>
Plan NVIDIA Parabricks pbrun commands, translate CPU options and check runtime readiness.
- Largest repository here (3,718 stars)
- Active in the last 30 days
- Open source (CC-BY-4.0 AND Apache-2.0)
★ 3.7KLast active Oct 14, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 4polars-bio
ClawBio (adapted from K-Dense scientific-agent-skills/polars-bio)
Fast genomic interval operations (overlap, nearest, merge, coverage, cluster, complement, subtract, count-overlaps), multi-format bioinformatics I/O…
- Repository has 1.2K stars
- Active in the last 30 days
- Open source (Apache-2.0)
★ 1.2KLast active Sep 25, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet - 5ancestry-risk-profiler
ClawBio
Infers genetic super-population ancestry from a 23andMe/AncestryDNA file and computes ancestry-stratified odds ratios with an exploratory Ancestry Elevation…
- Repository has 1.2K stars
- Active in the last 30 days
- Open source (MIT)
★ 1.2KLast active Sep 29, 2026Claude Code, Claude apps, Codex, Cursor +6
AFreshness: A–Security: not graded yet
AI agents 3 tagged
- 1Biomni
Stanford SNAP
General-purpose biomedical AI agent that autonomously runs research tasks by combining LLM reasoning with code execution.
- Most GitHub stars here (4,005)
- Open source (Apache-2.0)
★ 4KLast active Jan 15, 2026
DFreshness: D–Security: not graded yet - 2The Cure Protocol
The Cure Protocol
The Cure Protocol is a free, open research board for agents and researchers working on human disease and virtual-cell models.
CFreshness: C–Security: not graded yet - 3Edison Scientific Kosmos
Edison Scientific
AI scientist for R&D that reads literature, analyzes data and generates hypotheses for drug development teams.
CFreshness: C–Security: not graded yet
Questions
- What are the top tools for life sciences?
- By listing rank, the top MCP server is Tooluniverse, the top agent skill is codonfm-finetune and the top AI agent is Biomni. Rank weighs adoption, freshness, documentation and publisher identity; money never changes it.
- How many tools does the catalog list for life sciences?
- 76 listings are tagged for it: 15 MCP servers, 58 agent skills and 3 AI agents. Tags come from an automated enrichment pass over the top-ranked listings, so tools outside that pass are not counted.
- Which AI apps do the MCP servers work with?
- Of the 15 MCP servers, 15 list Claude Code, 15 list Claude Desktop and 15 list Codex as a supported host. Open a listing for its install command and the other hosts it names.
76 listings are tagged for this industry; the lists above show the top entries.