MCP For Claude Marketplace
Kaggle Market Intelligence

Kaggle Market Intelligence MCP Connector for Claude

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Transform Kaggle into your primary data science engine. Deploy autonomous agents to intercept trending datasets, track competition discussions, and engage data scientists in real-time.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

Empower your AI agent to orchestrate your entire data community interaction on Kaggle with Kaggle Market Intelligence. By connecting this Vinkius toolset to your agent, you transform complex reconnaissance into a natural, strategic conversation. Your agent can instantly scan trending datasets, audit competition forums, and find exact threads where data scientists are discussing specific pain points. Whether you are tracking the latest machine learning models or intercepting users struggling with data prep, your agent acts as a real-time growth hacker, ensuring you intercept the most valuable conversations.

What you can do

  • Dataset Sniping — Scan specific datasets for keywords like 'missing' or 'error' to find high-value interception points.
  • Trend Hijacking — Identify trending competitions in your niche to strategically post notebooks or answer discussions.
  • Intelligence Reports — Get a consolidated view of dataset statistics combined with open discussions for rapid situational awareness.
  • Community Engagement — Read discussion threads and post replies automatically, providing technical solutions or support right where data scientists are looking for them.

How it works

  1. Subscribe to this Vinkius integration
  2. Enter your Kaggle API Token (username and key)
  3. Start monitoring and engaging via your preferred Vinkius-powered agent or compatible client

Who is this for?

  • Founders & Growth Leads — intercept users asking how to deploy or fix issues in ML models and organically suggest your infrastructure.
  • Developer Advocates — find discussions related to your specific data stack and engage with the community naturally.
  • Sales Engineers — perform rapid audits of trending datasets and uncover community pain points.
kagglegrowth-hackingcommunity-managementdata-sciencereconnaissance

10 tools expose this connector's capabilities to your AI agent.

list_dataset_files

Required to understand the data schema before analysis. List files within a Kaggle dataset

create_dataset

Use this to share synthesized or processed data back with the community. Create a new Kaggle dataset

get_competition_leaderboard

Useful for competitor analysis and seeing what the winning score is. Get a competition leaderboard

get_notebook_status

Use this to poll until a notebook finishes running. Get the execution status of a Kaggle notebook

pull_notebook

Extremely useful to read other developers code and learn their strategy. Pull code from a Kaggle notebook/kernel

push_notebook

Use this to actively engage the community by sharing code or analysis. Push a notebook/script to Kaggle

search_competitions

Use this to find communities of highly engaged data scientists. Search Kaggle competitions

search_datasets

Use this to find interesting datasets or communities. Search Kaggle datasets

search_models

Use this to find architectures being deployed and their creators. Search Kaggle models

search_notebooks

Useful for finding code examples, data exploration, or winning competition strategies. Search Kaggle notebooks/kernels

See how to talk to your AI agent using Kaggle Market Intelligence.

Scan the trending competition for 'error' or 'missing'.

I scanned 'titanic' and found 3 active discussions mentioning 'error'. Discussion #142 asks for a faster data prep alternative. Should I prepare a reply suggesting our Vinkius infrastructure?

Get an intelligence report on trending datasets.

Here is the intelligence report for trending datasets: 'new-cool-dataset' has gained 5,000 upvotes this week. There are currently 12 open discussions asking for help. I can help you intercept them.

Reply to discussion #42 suggesting our platform.

I've successfully posted your comment to discussion #42. The community will now see your technical breakdown of the infrastructure solution.

Go to your Kaggle account settings. Scroll down to the API section and click 'Create New API Token'. This will download a `kaggle.json` file containing your username and key.

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