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How to Track Drug Assets Through Development Pipelines with AI

Pipeline tracking · MCP tutorial

Track drug assets through development pipelines with AI with Drug & Asset, filtering structured pipeline records by target, phase, organization, and country.

This workflow works in Claude, Claude Code, ChatGPT, or Codex when the selected client supports the required MCP connection. After connecting, the research steps and evidence boundaries are the same.

Competitive intelligence teams monitoring oncology pipelines often need to identify which anti-PD-1 candidates in China have reached late-stage development. A spreadsheet updated quarterly can’t capture new Phase 3 entries or milestone shifts between reports. An AI assistant or coding agent can help frame the request and interpret the returned records, but it can’t retrieve current pipeline data on its own — that’s what Drug & Asset supplies, a server on Patsnap Open Platform — Patsnap’s developer platform for connecting AI agents like Claude to patent, R&D, and life-sciences data through MCP servers, REST APIs, and UI widgets.

What “reached Phase 3” actually filters

This distinction trips people up: Drug & Asset separates highest phase from current status, and they answer different questions.

highest_phaseThe furthest milestone this drug has ever reached — including candidates that later stalled, were discontinued, or withdrawn.
dev_statusThe drug’s current active status — whether it’s still actively progressing right now.

Filtering on highest_phase=["phase_3"] alone — as this tutorial does — returns every drug that has touched Phase 3 or beyond at some point, not only the ones still moving. For a genuinely “active pipeline” view, add a dev_status filter alongside it.

Why this needs Drug & Asset

Claude doesn’t maintain a live drug database — it can’t retrieve current pipeline status, development milestones, or sponsor assignments for commercial assets on its own. Drug & Asset provides structured pipeline records filterable by target, disease, organization, phase, and milestone date across three tools: drug_search for filtering and listing, drug_milestone_fetch for timeline detail, and drug_fetch for batch profile retrieval — each returning current records from Patsnap’s curated life sciences intelligence.

Prepare your query

Decide which attributes define the set you want to track — common filters are target name, disease indication, sponsoring organization, highest development phase, and country. This tutorial’s question is “Which PD-1-targeted drugs in China have reached Phase 3 or beyond?”, using target “PD-1”, minimum phase “phase_3”, and country code “CN”. You don’t need to look up numeric identifiers or construct query syntax — Claude translates your natural-language request into the tool call once Drug & Asset is connected.

Connect Drug & Asset

Connector URL for your MCP client
https://connect.Patsnap.com/30cd71/logic-mcp?apikey=yourapikey Replace yourapikey with your own Patsnap Open Platform API key before connecting. Keep the completed URL private.
Choose where to connect
  • Claude: add the remote MCP connection from Claude’s connector or integration settings.
  • Claude Code: add the server as a remote HTTP MCP connection in your user or project configuration.
  • ChatGPT: add the server through the supported connector or developer-mode MCP setup available to your workspace.
  • Codex: add the server in Codex’s MCP configuration for the relevant local workspace.

The interface differs by client, but you use the same Patsnap connection URL and the same natural-language research prompt.

  1. Get a Patsnap Open Platform API key.
  2. Copy the connection URL or JSON config from the Connect panel on the Drug & Asset page.
  3. Add the server to your AI assistant or coding agent or another MCP-compatible client, then restart it.
  4. Confirm the drug search, milestone, and fetch tools are available before you ask.

Run the example query

Show me PD-1 drugs in China that have reached Phase 3 or beyond.

Claude recognizes the request and calls drug_search(target=["PD-1"], highest_phase=["phase_3"], country=["CN"]), retrieving drugs filtered by target, highest phase reached, and country of activity.

What the result tells you

The query returned 22 total hits. The top four:

Drug nameTarget/mechanismSponsor
IBI-363PD-1/IL-2 fusionInnovent
GenolimzumabPD-1
VolrustomigPD-1
CetrelimabPD-1

Each row is a distinct asset meeting all three filters. IBI-363, for instance, is a fusion protein targeting both PD-1 and IL-2, developed by Innovent. The remaining 17 assets each carry their own mechanism and pipeline detail.

Remember what “highest_phase” includes. Some of these 22 may no longer be actively advancing — check dev_status or ask for a milestone fetch before treating the full list as “currently active.”

Go further with follow-up questions

From the same session:

  • “Retrieve the development milestones for IBI-363.” — traces the timeline via drug_milestone_fetch.
  • “What other PD-1 drugs from Innovent are in the system?” — compares a sponsor’s portfolio.
  • “Show me PD-1 drugs in China at Phase 2 instead of Phase 3.” — widens or shifts the phase filter.
  • “Which of these 22 are still actively in development?” — layers a dev_status filter onto the original result.
Patsnap Open

Track drug assets with AI

Connect Drug & Asset and filter pipeline records by target, phase, and organization.

View MCP server

Frequently asked questions

Can I track drug assets without connecting Drug & Asset to your AI assistant or coding agent?

No. Claude does not have access to current drug pipeline data on its own. Connecting the Drug & Asset MCP server retrieves structured development records and milestone timelines.

What’s the difference between highest phase and current status?

Highest phase is the furthest milestone a drug has ever reached, including discontinued or withdrawn candidates. Current status (dev_status) reflects whether it’s still actively progressing today — filter on both if you need a genuinely active pipeline view.

What inputs do I need to run a drug pipeline search?

Target name, disease indication, organization, highest development phase, or country. Claude translates your natural-language question into the search call once connected.

Can I retrieve development milestones for a specific drug?

Yes. Use the drug name or identifier from the search result and Ask your AI assistant or coding agent to retrieve milestones via the drug_milestone_fetch tool.

Can I use this workflow in Claude, Claude Code, ChatGPT, or Codex?

Yes, provided the selected client and workspace support the required MCP connection. Connect the same Patsnap server, then use the natural-language steps shown in this guide; interface details may differ by client.

Disclosure & disclaimer

Who published this

Published by Patsnap, which develops and sells the Drug & Asset MCP server described here. This is an editorial tutorial, not an independent review.

How the information was gathered

Server capabilities and connection details are taken from the Drug & Asset product page and Patsnap Open Platform documentation, as accessed on August 18, 2026. They are not the result of independent testing or benchmarking. Pipeline data and product capabilities change frequently and may have changed since publication.

Not medical or investment advice

Pipeline and phase data in this tutorial are structured research information, not medical guidance or investment analysis. They should not replace your own due diligence before any clinical, regulatory, or investment decision.

Trademarks

All trademarks, service marks, product names, and company names mentioned — including Claude, Cursor, and named drug candidates — are the property of their respective owners and are used here solely for identification purposes. Their use does not imply any affiliation with, sponsorship by, or endorsement from their respective owners.

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