{"generated_at":"2026-08-30","count":17,"entries":[{"slug":"automata-linq","name":"Automata LINQ","kind":"vendor","org":"Automata","mhs_status":"building","summary":"Adding MHS support to LINQ for intelligent error handling of instruments in autonomous labs.","classes":["lab_automation"],"surfaces":["mcp","api"],"urls":["https://automata.tech/"],"github_url":null,"people":[],"featured":false},{"slug":"aws-strands-robots","name":"AWS Strands Robots","kind":"platform","org":"Amazon Web Services","mhs_status":"building","summary":"AWS will support MHS through Strands Robots (library for connecting agents to physical devices). Preview participants get a private pre-release package for the duration of the research preview.","classes":["robotics_sdk"],"surfaces":["mcp","api"],"urls":["https://aws.amazon.com/"],"github_url":null,"people":[],"access":"preview_package","featured":false},{"slug":"cmu-dose-response","name":"Carnegie Mellon — dose-response automation","kind":"lab","org":"Carnegie Mellon University","mhs_status":"preview_user","summary":"Serial dilution dose-response ~3× faster. Agent orchestrated liquid handler, plate reader, robotic arm, and monitoring cameras across three computers with incompatible interfaces.","classes":["liquid_handler","plate_reader","robot_arm","camera"],"surfaces":["mcp","api"],"urls":["https://www.cmu.edu/"],"github_url":null,"people":[],"featured":false},{"slug":"danaher","name":"Danaher","kind":"vendor","org":"Danaher","mhs_status":"exploring","summary":"Exploring MHS-supported capabilities for smart instruments and autonomous laboratories to scale biomedical R&D.","classes":["smart_instrument","autonomous_lab"],"surfaces":["mcp","api"],"urls":["https://www.danaher.com/"],"github_url":null,"people":[],"featured":false},{"slug":"doosan-robotics","name":"Doosan Robotics","kind":"vendor","org":"Doosan Robotics","mhs_status":"testing","summary":"Testing MHS with robotic arms, including automated QA and coordinating tasks across multiple robots.","classes":["robot_arm"],"surfaces":["mcp","api"],"urls":["https://www.doosanrobotics.com/"],"github_url":null,"people":[],"featured":false},{"slug":"genentech","name":"Genentech — BCA protein assay PoC","kind":"lab","org":"Genentech","mhs_status":"preview_user","summary":"Proof-of-concept automating the BCA protein assay across a liquid handler, robotic arm, and plate reader. Researchers still had to teach Claude that foaming was a physical failure, not a software bug.","classes":["liquid_handler","robot_arm","plate_reader"],"surfaces":["mcp","api"],"urls":["https://www.gene.com/"],"github_url":null,"people":[],"featured":false},{"slug":"hhmi-janelia","name":"HHMI Janelia Research Campus","kind":"lab","org":"Howard Hughes Medical Institute","mhs_status":"origin_partner","summary":"MHS started here: Arco Bast’s shared-memory dictionary for a multi-vendor brain-imaging rig (lasers, motorized focusers, cameras). Virginie Ruetten (Ahrens lab) unified a rig that previously needed seven vendor programs.","classes":["microscope","laser","camera"],"surfaces":["mcp","cli","api"],"urls":["https://www.janelia.org/"],"github_url":null,"people":["Arco Bast","Virginie Ruetten","Alek Kemeny (Anthropic)"],"featured":false},{"slug":"huggingface-lerobot","name":"Hugging Face LeRobot","kind":"platform","org":"Hugging Face","mhs_status":"building","summary":"Adding MHS support in LeRobot so open robotics stacks can speak the same driver/discovery model. Watch this repo for the first public driver-shaped code.","classes":["robotics_sdk"],"surfaces":["mcp","api","cli"],"urls":["https://huggingface.co/lerobot","https://github.com/huggingface/lerobot"],"github_url":"https://github.com/huggingface/lerobot","people":[],"github_note":"LeRobot is public; MHS support is announced, not confirmed merged.","featured":false},{"slug":"mbf-scanimage","name":"MBF Bioscience ScanImage","kind":"vendor","org":"MBF Bioscience","mhs_status":"building","summary":"Building an MHS driver for ScanImage (laser-scanning microscopes in hundreds of neuroscience labs) for agent-driven real-time analysis and experiments.","classes":["microscope"],"surfaces":["mcp","api"],"urls":["https://www.mbfbioscience.com/products/scanimage"],"github_url":null,"people":[],"featured":false},{"slug":"anthropic-mhs","name":"Model Hardware Standard","kind":"standard","org":"Anthropic","mhs_status":"research_preview","summary":"Shared driver spec: read/write primitives, network discovery, natural-language tags that generate a device reference file with safety limits. Model-agnostic; agents reach it via MCP, CLI, or code files.","classes":["protocol"],"surfaces":["mcp","cli","api"],"urls":["https://www.anthropic.com/news/model-hardware-standard-research-preview","https://modelhardwarestandard.com/"],"github_url":null,"people":[],"access":"apply","featured":false},{"slug":"qiagen-qiasymphony","name":"QIAGEN QIAsymphony Connect","kind":"vendor","org":"QIAGEN","mhs_status":"poc","summary":"Working PoC: agents troubleshooting instrument issues, guiding operators through recovery, improving uptime while reducing sample risk.","classes":["nucleic_acid_purification"],"surfaces":["mcp","api"],"urls":["https://www.qiagen.com/"],"github_url":null,"people":[],"featured":false},{"slug":"quera","name":"QuEra Computing — laser lock","kind":"lab","org":"QuEra Computing","mhs_status":"preview_user","summary":"Agent control of parts of the laser system in neutral-atom quantum machines. Recovered laser lock 99.3% of the time without human intervention.","classes":["laser","quantum"],"surfaces":["mcp","api"],"urls":["https://www.quera.com/"],"github_url":null,"people":[],"featured":false},{"slug":"raspberry-pi-camera-mhs","name":"Raspberry Pi Camera MHS Driver","kind":"device","org":"Raspberry Pi","mhs_status":"tested","summary":"Successful tests of a Camera MHS Driver; Raspberry Pi enabling MHS integration across a number of products. Highest-leverage hobbyist/developer device to index first.","classes":["camera","sbc"],"surfaces":["mcp","cli","api"],"urls":["https://www.raspberrypi.com/"],"github_url":null,"people":[],"featured":false},{"slug":"tecan-fluent","name":"Tecan Fluent","kind":"vendor","org":"Tecan","mhs_status":"building","summary":"Adding MHS support so agents can discover and operate Fluent liquid handling platforms directly.","classes":["liquid_handler"],"surfaces":["mcp","api"],"urls":["https://www.tecan.com/fluent"],"github_url":null,"people":[],"featured":false},{"slug":"tetsuwan","name":"Tetsuwan Scientific ResearchOS","kind":"platform","org":"Tetsuwan Scientific","mhs_status":"preview_user","summary":"MHS integrated with ResearchOS. qPCR workflow for citizen-science pollution profiling in San Pedro Creek, California.","classes":["qpcr","lab_os"],"surfaces":["mcp","api"],"urls":["https://www.tetsuwan.com/"],"github_url":null,"people":[],"featured":false},{"slug":"universal-robots","name":"Universal Robots","kind":"vendor","org":"Universal Robots","mhs_status":"early_access","summary":"Early access to MHS; plans to add support to its robotics platform.","classes":["robot_arm"],"surfaces":["mcp","api"],"urls":["https://www.universal-robots.com/"],"github_url":null,"people":[],"featured":false},{"slug":"uw-baker-pinglay","name":"University of Washington Baker and Pinglay labs","kind":"lab","org":"University of Washington","mhs_status":"preview_user","summary":"Zihao Song: remote instrument dashboard; agent-supervised qPCR that watches amplification curves and halts on time; collision-free plate handoff between arm and liquid handler.","classes":["qpcr","robot_arm","liquid_handler"],"surfaces":["mcp","api"],"urls":["https://www.bakerlab.org/"],"github_url":null,"people":["Zihao Song"],"featured":false}]}