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Open data and agent access

The open data layer for startup hiring

Search RocketList from your AI agent or download the complete, normalized jobs and companies snapshot. Updated daily, documented, and available without an account.

Install the Agent Skill

Let Claude, Codex, Cursor, or another compatible agent search and analyze the current RocketList database.

npx skills add rocketlist-ai/startup-jobs --skill rocketlist-job-search

Query through MCP

Connect to the public, read-only server for live job and company searches without downloading the full snapshot.

https://rocketlist.ai/mcp

What is included

  • Active, non-duplicate startup jobs with normalized title, seniority, location, skills, compensation when published, and direct application URL.
  • Companies with industry, stage, funding, investors, headquarters, careers URL, and stable join keys.
  • Versioned schemas, checksums, audit output, generation metadata, samples, and daily change summaries.

Trust and reuse

Every snapshot is audited before release. Full descriptions, candidate data, accounts, embeddings, prompts, and RocketList ranking logic are excluded. Data is published under ODC-BY 1.0; code is MIT licensed.

Review the methodology and limitations, browse the schemas, or report a correction.