GBI MCP Marketplace

A Pharmaceutical Data Access Solution for Enterprise AI Agents

GBI MCP Marketplace is a Model Context Protocol toolkit for the pharmaceutical industry, giving enterprise AI Agent systems direct access to GBI's authoritative databases through a standard protocol. Authentic, real-time, traceable pharmaceutical data helps large language models deliver accurate, authoritative answers and supports critical decisions in R&D project selection, regulatory registration, market access, and scientific engagement.

Business Challenges

Challenge 1

A single competitive intelligence project can require repeated switching between drug, clinical trial, and tender databases, followed by manual data analysis. Bringing the findings together into a complete assessment often takes weeks.

Challenge 2

General-purpose large language models lack standardized, real-time, accurate pharmaceutical data. Online sources can be difficult to verify, increasing the risk of hallucinations and making conclusions unreliable.

Challenge 3

Enterprise CRM, clinical, and sales systems contain only the organization's own operational data. They lack authoritative external intelligence on global pipelines, clinical trials, market access, and experts. Reliable conclusions require internal business data to be connected with authoritative external sources.

Solutions

GBI MCP Marketplace packages GBI's authoritative pharmaceutical databases into a unified set of standard MCP tools, covering drug pipelines, clinical trials, registration applications, centralized procurement and tendering, reimbursement access, and HCP profiles. Seamless integration with enterprise Agents enables cross-database searches, statistical analysis, and synthesized insights from a single natural-language prompt. Authentic, real-time, traceable findings connect internal and external data and simplify traditional research workflows, making decisions in R&D project selection, regulatory registration, market access, and scientific engagement more accurate and efficient.

01.Cross-database research in natural language, with insights in minutes

Dozens of authoritative databases—including drug pipelines, clinical trials, centralized procurement and tendering, reimbursement access, and HCP profiles—are available as standard MCP tools. Agents automatically search across databases, analyze data, and synthesize insights in response to natural-language questions, eliminating manual switching, exporting, and consolidation. A complete competitive intelligence project that once took weeks can be completed in minutes and saved as a reusable analysis workflow.

02.Direct access to authoritative, traceable data

Connect directly to GBI's authoritative pharmaceutical data for authentic, real-time information with consistent definitions, without relying on public webpages of uncertain credibility. Every conclusion can be traced to the original data tables returned by MCP, eliminating source-driven hallucinations and enabling outputs to be used directly in internal decisions and external materials.

03.Seamless integration with your enterprise Agents

Built on the standard MCP protocol, the tools are ready to connect to proprietary Agents and a wide range of Agent platforms, alongside internal CRM, clinical, and sales systems. Analyze authoritative external intelligence and internal business data in the same conversation—for example, benchmarking your products against competitors or matching internal customer lists with external measures of academic influence—without further manual data consolidation.

MCP Name

21 services

Global Drug Pipelines

Tens of thousands of global drug pipeline records covering every stage of development, from preclinical research and clinical trials to registration applications. Filter by drug, target, indication, emerging technology, development stage, and other key criteria to conduct precise, multidimensional competitive landscape research.

Global Clinical Trials

Gathers data from six major clinical trial registration sources: CDE, ClinicalTrials.gov, ChiCTR, China's Human Genetic Resources Administration (HGRAC), Japan's jRCT, and WHO ICTRP. Filter by drug, trial phase, pivotal trials, and other criteria to support clinical development planning and differentiated trial design.

Pharmaceutical Deals

Structured global data on pharmaceutical financing, in-licensing, partnerships, joint ventures, and M&A. Drug, company, and deal-related filters help pharmaceutical companies identify high-potential assets and benchmark valuations precisely.

China Drug Registration Applications

Tracks drug registration applications in China, including application acceptance details and milestone timelines. Filter by drug, company, registration category, and other criteria to stay on top of submission developments.

Global Drug Approvals and Marketing Status

Covers marketed drugs across six markets: China, the United States, Japan, the European Union, Canada, and Hong Kong, China. Drug and company filters help businesses map the timing of market entry across major pharmaceutical markets.

National Reimbursement Drug List

Covers China's National Reimbursement Drug List (NRDL), including historical regular listings, nationally negotiated drug lists, and negotiated reimbursement prices. Filter by drug and reimbursement attributes to develop targeted reimbursement access and pricing strategies.

Centralized Procurement and Tendering

Comprehensive data on provincial and municipal drug tenders, procurement platform listings, and national volume-based procurement awards across China. Detailed insights into winning companies, awarded prices, and contracted volumes support procurement pricing strategies and tender execution.

China Drug Prescribing Information

Covers prescribing information for more than 90% of drugs marketed in China, with full original text. Search by drug, indication, dosage and administration, boxed warnings, contraindications, adverse reactions, and drug interactions to support medical content development and drug evaluation with standardized, reliable information.

Diversified Market Access Strategies

Consolidates lists of drugs using innovative access channels, including Huiminbao supplementary health insurance and patient assistance programs (PAPs), providing comprehensive intelligence on commercialization and access opportunities for innovative drugs in self-pay and diversified payer markets.

HCP Profiles

Covers more than 5 million researchers across China, bringing together extensive public-domain data on master data, scientific publications, clinical trials, grants, guidelines, professional societies, conferences, and collaborations to deliver comprehensive, in-depth HCP profiles.

HCP Scientific Publications

Tracks HCP publications over time using public sources including PubMed, CNKI, and Wanfang, helping assess experts’ scientific output, research focus, and research activity.

HCP Clinical Trial Experience

Tracks global clinical trials led by or involving HCPs over time, identifying their roles as principal investigators (PIs) or site investigators to help companies evaluate and identify clinical experts for new drug trials.

HCP Clinical Guidelines

Tracks HCP contributions to authoritative domestic and international clinical guidelines and expert consensus statements. Links HCPs to evidence of academic authority to identify leading KOLs who shape standards of care.

HCP Research Grants

Tracks research grants led by HCPs, connecting projects from sources including the National Natural Science Foundation of China, China's National Key R&D Program, and the US National Institutes of Health to support early planning for translational research and industry–academia collaboration.

HCP Academic Conferences

Tracks HCP activities as conference chairs, session moderators, panelists, and invited speakers. Consolidated records from major medical conferences in China and worldwide provide up-to-date visibility into experts’ conference participation.

HCP Professional Society Roles

Tracks HCP appointments in professional societies, with structured organizational data on societies and specialist committees at all levels, including the Chinese Medical Association and the Chinese Society of Clinical Oncology (CSCO), to assess experts’ professional influence and academic standing.

HCP Industry Collaborations

Tracks HCP collaborations with domestic and international pharmaceutical companies across clinical trials, publications, conferences, and other activities, revealing collaboration preferences and the strength of relationships with competitors.

HCP Academic Networks

Tracks academic collaboration among HCPs through co-authored publications, joint clinical trials, conferences, and other activities to uncover their professional networks.

PubMed Literature

Covers abstracts across PubMed and publicly available full texts. Retrieve relevant literature through natural-language questions to significantly shorten literature research cycles.

Clinical Congresses

Covers public materials from leading global clinical congresses, including ASCO, ESMO, ASH, ADA, and AACR. Vector-based semantic matching retrieves oral presentation, poster, and late-breaking abstract (LBA) content to track emerging scientific developments and opportunities for competitive differentiation.

News and Policy

Covers major pharmaceutical news and policy and regulatory documents from China and worldwide. Vector-based semantic search and entity-linked retrieval help companies quickly understand industry developments.

See the Whole Landscape Shape What's Next in Pharma

GBI Health unites global pharmaceutical data, AI capabilities and industry expertise to deliver future-ready solutions across the entire product lifecycle.

Contact Us