• DATA
  • ANALYSIS
  • STRATEGY
  • HUMAN

How to track drug development pipelines with your AI

Connect to Harvard ClinicalTrials to turn raw trial data into a structured map of competitor progress.

Ask AI about this page

Short answer

How can I track drug development pipelines with my AI?

Your AI queries the Harvard ClinicalTrials database to find specific drugs or trial stages. It then organizes these results into a competitive landscape based on the drug classes you care about. You get a clear view of which competitors are moving into late-stage testing.

The outcomes

Where your research lands.

The AI handles the heavy lifting of data retrieval so you can focus on the strategy.

DATA

Targeted trial lists

The AI pulls every relevant trial for a specific drug or intervention. You get a clean list of active studies instead of digging through web results.

ANALYSIS

Phase-based mapping

By filtering for specific trial stages, your AI identifies which drugs are nearing market entry. This shows you exactly where the competition sits in the pipeline.

STRATEGY

Competitive intelligence

The AI groups trials by drug class to show you which therapeutic areas are most crowded. This helps you spot gaps in the market.

HUMAN

Expert validation

You review the organized lists to ensure the clinical relevance of the drug classes. You make the final call on which pipeline shifts matter for your business.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your questions and the clinical database.

  1. Identify targets

    The AI finds all trials associated with a specific drug or therapeutic intervention.

    search_by_intervention

  2. Filter by stage

    It narrows down the results to only show trials in the specific phase you need to see.

    search_by_phase

  3. Organize data

    The AI takes the raw trial data and structures it into a readable format based on your criteria.

    search_by_intervention

  4. Summarize progress

    It compares the number of trials in different phases to show how fast a drug class is advancing.

    search_by_phase

Try it

Copy these to start.

Use these prompts to begin your research.

Starting points

Swap out the bracketed text for the specific drug or phase you are researching.

ClinicalTrials.gov Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_FzbZf0NkTTM1atr97ZBqTYHmDJmGhluFZ49NqoYa/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — ClinicalTrials.gov capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "harvard-clinicaltrials-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FzbZf0NkTTM1atr97ZBqTYHmDJmGhluFZ49NqoYa/mcp"
    }
  }
}
Copy into chat04

  • Find all current trials for [drug class] and list them by their current phase.

  • Show me all [Phase II] trials involving [specific intervention].

  • Compare the number of [Phase III] trials for [Drug A] versus [Drug B].

  • Map out the competitive landscape for [therapeutic area] by showing all active trials.

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Start here

Connect Harvard ClinicalTrials once, then ask.

Just click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start querying immediately.

Connect Harvard ClinicalTrials to your AI

FAQ

How this task behaves

  • 01

    Can the AI download the full clinical datasets?

    No. The AI can only search and retrieve specific trial information using the available tools.

  • 02

    Can the AI update trial statuses in the database?

    No. This MCP is read-only. It can only query existing data from Harvard ClinicalTrials.

  • 03

    Can I search for trials by the name of the lead researcher?

    No. The current tools only allow searching by intervention or trial phase.

  • 04

    Does the AI provide the full medical text of the trials?

    No. It retrieves trial metadata and status, not the full underlying medical documents.

  • 05

    How does the AI handle drugs with multiple names?

    The AI uses the intervention name you provide to find matching trials in the database.

  • More questions about Harvard ClinicalTrials? The Connector page answers them. See everything the Harvard ClinicalTrials Connector can do

Connect ClinicalTrials.gov to Claude, Cursor, ChatGPT & more