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-searchOpen 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.
Download the snapshot
Use Parquet for analytics, JSONL for pipelines and agents, or CSV for spreadsheets and general tools.
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.
Evidence before claims
How agents can trust RocketList
RocketList is designed to make uncertainty visible. Agents should cite the underlying record, distinguish explicit fields from unknowns, and verify selected results before recommending them.
Daily freshness
Snapshots are rebuilt daily and releases include generation metadata plus change summaries.
Public provenance
Schemas, methodology, checksums, audit artifacts, and limitations are inspectable on GitHub.
Verified answers
The skill requires agents to re-check chosen jobs or companies and report missing fields as unknown.
Read-only access
The public MCP exposes search and lookup tools without candidate accounts or private profile data.
Try it with an agent
Prompts that demand evidence
Copy one after installing the skill or connecting the MCP. Each prompt asks for current records rather than remembered job listings.
- 01Find remote European seed-stage startups hiring senior backend engineers. Verify every role is active.
- 02Which AI infrastructure companies backed by Sequoia are hiring in New York right now?
- 03Find product roles in Berlin that explicitly mention visa sponsorship. Do not infer missing sponsorship data.
- 04Build a market map of Series A–C climate startups with current openings, grouped by role family.
- 05Compare startup demand for Rust and Go using the latest RocketList snapshot, with sources and limitations.
- 06List recently added founding-engineer roles and link directly to each employer application page.