AI-Native Foundation for Biologics Innovation
Your LLM, armed with every biologics database and computational tool it needs. Answer target questions that used to take days of bioinformatician time — directly from your chat client.
UniBio Intelligence recognized among top teams in medical AI at the world's leading AI conference
Read the story →Our Biologics Innovation Suite
Access biologics data and computational tools through whichever interface fits your workflow.
UbiMCP
Connect your LLM to biologics data
Bring biologics intelligence to any chat client — Claude, ChatGPT, Cursor, or your own tooling. UbiMCP is an MCP server that gives your LLM direct access to public databases (UniProt, PDB, ChEMBL), curated paper data, and computational tools. Ask a target question in natural language; get a structured, citable answer.
- Works with any MCP-compatible client
- Public database access: UniProt, PDB, IMGT, ChEMBL
- Curated paper data — not just API wrappers
- Runs computational tools on demand
Powerful Tools, Simple Integration
Whether you prefer working through your favorite chat client or need a dedicated platform, we've built the infrastructure you need.
Connect Any LLM to Biologics Data
UbiMCP is a Model Context Protocol server that bridges the gap between large language models and specialized biologics resources. Use Claude, ChatGPT, or any MCP-compatible client to access our tools.
Public Database Access
Query UniProt, PDB, and other biologics databases directly from your chat interface.
Computational Tools
Run sequence analysis, structure prediction, and antibody modeling without leaving your conversation.
Your Workflow, Your Client
Works with any MCP-compatible chat application. Keep using the tools you love.
User Query
"Find antibodies targeting EGFR with high affinity"
MCP Server
Queries databases, runs tools, returns structured data
LLM Response
Context-rich answer with biologics-specific insights
Antibody Design
Humanization, optimization
VHH Engineering
Nanobody development
ADC Optimization
Linker-payload design
Developability
Assessment & scoring
Interactive Suite for Biologics Development
A comprehensive web platform providing direct access to state-of-the-art biologics discovery and development tools. No setup, no infrastructure headaches—just results.
Visual Interface
Intuitive UI for complex biologics workflows. See your results visualized in real-time.
State-of-the-Art Methods
Latest algorithms for antibody design, VHH engineering, and ADC optimization.
Zero Infrastructure
We handle the compute, storage, and updates. You focus on discovery.
Enterprise Chat with Expert Access
UbiChat brings together all our tools, expert knowledge, and enterprise-grade security in one conversation. Pre-configured with biologics-specific AI agents and direct access to our computational biology team.
Pre-Configured Tools
All UbiMCP servers and UbiTools functionality built-in. No setup required.
Direct Expert Access
Connect with our computational biology experts for guidance, validation, and deep-dive analysis.
Researcher
"Predict mutations to improve the developability profile of the antibody"
UbiChat AI
Generates initial designs, runs tools, proposes candidates
Expert Review
Our team validates design, suggests optimizations, ensures quality
How Our Platform Works
AI-native infrastructure built to transform biologics research workflows. Our platform integrates data, tools, and expertise to accelerate discovery.
Configure Your Research Objectives
Whether it's antibody optimization, VHH design, or ADC development—our platform adapts to your specific research goals. Set your parameters and let the infrastructure work for you.
AI-Powered Innovation
Our AI accesses biologics databases, runs computational analyses, and leverages state-of-the-art tools—all working toward your specific objective.
Expert-Verified Results
From initial exploration to validated, actionable insights. Our platform delivers expert-vetted outcomes backed by computational biology expertise—ensuring reliability and scientific rigor.
Research & Latest Insights
Explore our publications, research contributions, and thoughts on AI-native biologics discovery.
Latest Ubi Titer
Antibody Developability: Bispecifics, Off-Targets, and Clearance
Five papers on antibody developability, bispecific inheritance, off-target screening, molecular glues, and clearance prediction.
Featured Publications
Comprehensive benchmarking study evaluating AI models for antibody developability prediction across 113 teams from 25 countries.
End-to-end genetics-informed behavioral phenotyping platform for comprehensive mouse behavior analysis.
Novel methodologies for standardizing and evaluating computational approaches in pharmaceutical research.
Latest Blog Posts
A practical guide to startup option value, including 409A strike prices, liquidation preferences, AMT, departure windows, and exit waterfalls.
Reflections from India AI Impact Summit in New Delhi
Deep scientific analysis of the Nipah virus binder design competition, comparing computational methods, experimental validation, and sequence similarities to known neutralizing antibodies from PDB structures.
Ready to Transform Biologics Discovery?
Purpose-built infrastructure for biologics research. Start with UbiMCP for seamless LLM integration, explore UbiTools for interactive workflows, or leverage UbiChat for comprehensive project execution.