MCP Servers Connect AI Agents to Your Lab Systems and Data

Model Context Protocol (MCP) is the universal connector for AI, giving AI agents secure access to lab systems, data sources and third-party tools. Our MCP servers eliminate custom integrations and data silos, enabling AI to work across your entire lab ecosystem.

Explore Our Agents Book a Demo

Why is Model Context Protocol Important?

MCP is a standardized way to connect LLMs and AI agents to external systems and data sources.

A universal connector for AI: one consistent interface across tools, platforms and data sources, instead of a custom integration for every system
The foundation for your AI: our MCP servers securely access your inventory, protocols, results and more, pulling the right data at the right time
The enabler for your agents: no manual data movement and no complex integrations to maintain, AI that works across your lab from day one

Our MCPs to Connect Your Agentic Lab

Our MCP servers enable agents to work across your full scientific infrastructure

Labguru

ELN: experiments, protocols, SOPs, projects and folders
Knowledge: documents, reports and papers
Inventory: consumables, compounds, cell lines, plasmids and more
Storage: boxes, plates, stocks and storage locations
Equipment: equipment management and maintenance
Requests and request templates
Datasets and visualizations

Mosaic

Samples: small molecules, biologicals, cell lines, tissue and more, tracked through their full lifecycle

Sample tracking: location, contents and status of every tube, rack and plate
Orders: sample requests, ordering and dose-response deliverables
Workflows: automated and manual steps for sample processing and fulfilment
Storage: freezer locations, capacity and utilization
Requests: sample requests and workflows

What Our MCP Servers Assist With

Our MCP Servers connect your tools with our AI solutions - no APIs needed. Our servers help you to integrate with:

Quality Management Systems - for regulated workflow compliance
Manufacturing Execution Systems - for production-stage labs
CRM - customer and partner data for service labs and CROs
Data Lakes and Analytics - third-party data infrastructure and visualization platforms

55% of life sciences organizations cite lack of integration between systems as the biggest barrier to effective data use. 47% report data fragmented across instruments*. MCP is designed to solve exactly this.

*Cenevo 2026 Lab Operations Report: From Digital to Agentic

How Our MCPs Connect with Your Lab Systems

Connect Your Systems

Our MCP servers are configured to connect to your existing lab systems, within your security and permissions framework

Agents Access What They Need

When an agent needs data or needs to take an action, it calls the relevant MCP server - securely, in real time, within defined permissions

Full Audit Trail

Because agents act through Mosaic and Labguru, every interaction is captured by the platform's own audit trail

Why Our MCPs Matter in Your Lab

AI agents are only as useful as the context they can access. Our MCPs gives them that context, in real time, across the compliant systems your lab already relies on.

No custom integrations. One standardized connection layer across all your platforms and data sources
Governed by your rules. Agents operate within your defined permissions, with full audit trails available within Mosaic and Labguru
Open standard by design. As the MCP ecosystem grows, your lab connectivity grows with it

Book a Demo

What You'll Get in a Demo

See how our MCPs connect your AI assistants to the systems and data your lab already runs on.

Ask questions in everyday language across Labguru and Mosaic, from experiments and SOPs to samples, storage and inventory
Connect LLMs and AI agents to your lab systems without building custom integrations
Find samples, materials and available space faster across complex environments
Give AI the right context to work within your existing permissions and platform audit trails
See how MCP lays the foundation for the agentic, connected lab, whatever your current level of AI adoption

Book a demo today!