RocketList

Name: RocketList
Author: rocketlist-ai

by rocketlist-aiversion 1.0.0i★ 0iRuns in the cloud

Registry nameai.rocketlist/rocketlist

How to install

What it does

Search current startup jobs and hiring companies through RocketList's public read-only data.

Connects Runs in the cloud
Account or key No key needed
Category Docs, sheets & office work

Install

Pick the AI app you use, then copy the settings.

Passed 5/5 checks · What you ask goes through the maker’s server (rocketlist.ai)

First: which AI do you use?

ClaudeWeb · app · phoneChatGPTWebClaude CodeTerminalCursorCode editorVS CodeCode editorOtherOther apps

Pick your app and the steps appear below.

Works with Claude · about 2 min

No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it

Open Claude’s Connectors page
CustomizeConnectors
Done
Click “+ Add” → “Add custom connector” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NameRocketList
Remote MCP server URL · Addresshttps://rocketlist.ai/mcp
Leave Authentication as Claude detected it, then click Add
Done
Turn it on in a chat
+ConnectorsRocketList
Done
Try it
Use RocketList and tell me what you can do for me, then show me one thing
✓ If Claude says it is using RocketList or shows a RocketList tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with ChatGPT on business plans only

ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet

Open ChatGPT’s add-MCP page on the web
Plugins+Add custom MCP server
Done
Fill in the name and address
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Name · NameRocketList
Connection · Addresshttps://rocketlist.ai/mcp
Done
Pick RocketList in a chat
Start a new chat and pick RocketList from your plugins before typing
Done
Try it
Use RocketList and tell me what you can do for me, then show me one thing
✓ If ChatGPT says it is using RocketList or shows a RocketList tool in the answer, you are connected

Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Claude Code · about 2 min

No key, nothing to install

Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done

Paste this command and press Enter

claude mcp add --transport http --scope user rocketlist https://rocketlist.ai/mcp

Done

Type /mcp in Claude Code
You should see RocketList listed as connected
Done
Try it
Use RocketList and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using RocketList or shows a RocketList tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor · about 2 min

No key, nothing to install

Click this button to open Cursor
Open in Cursor
Cursor asks you to confirm; click Install
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use RocketList and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using RocketList or shows a RocketList tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code · about 2 min

No key, nothing to install

Click this button to open VS Code
Open in VS Code
VS Code asks you to confirm; click Install
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use RocketList and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using RocketList or shows a RocketList tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

Address for apps that connect over the web

Addresshttps://rocketlist.ai/mcp

JSON settings are under “For developers” below

Stuck? Ask people who use RocketList💬 Discussion →

For developers: Terminal commands and JSON settings

Over the web

Claude Code

claude mcp add --transport http --scope user rocketlist https://rocketlist.ai/mcp

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "rocketlist": {
      "url": "https://rocketlist.ai/mcp"
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "rocketlist": {
      "type": "http",
      "url": "https://rocketlist.ai/mcp"
    }
  }
}

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

GitHub stars i: 0
Downloads per weeki: Not on npm/PyPI
Verified domain: ✓ rocketlist.ai
Licence i: MIT
Connection: Runs in the cloud
Transport: streamable-http
Latest versioni: 1.0.0
Categoryi: Docs, sheets & office work
Published to registryi: Sep 21, 2026
Code last changedi: Oct 27, 2026
Maker: rocketlist-ai
Repo: rocketlist-ai/startup-jobs
Website: rocketlist.ai
Registry status: Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

Claude ChatGPT Goose LM Studio Msty Studio Cherry Studio Cursor VS Code + GitHub Copilot Visual Studio Windsurf (Devin Desktop)Zed Kiro Cline Continue JetBrains AI Assistant Claude Code Codex CLI Gemini CLI OpenCode nodecode Warp LibreChat Open WebUI Raycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 9, 2026. The maker wrote them, not us; we show them as plain text.

search_jobs
Search public active Rocketlist jobs. Returns bounded, non-personal job data only. All list arguments are arrays of strings; passing a bare string is a validation error. Filters: - query: free-text over job title, company, location and category. Matched as prefix tokens, so 'engi
get_job
Get public details for one active Rocketlist job by slug or UUID.
search_companies
Search public Rocketlist hiring companies. Returns bounded, non-personal company data only. Only companies with at least one active job are returned, matching the company list on rocketlist.ai. All list arguments are arrays of strings; passing a bare string is a validation error.
get_company
Get public details and recent active jobs for one hiring company by UUID.
hiring_stats
Aggregate counts over ALL matching public Rocketlist jobs, not a sample: total jobs and companies, the top values by city, country, company, domain (vertical), company stage, work mode (remote/hybrid/on-site), job category and seniority, and published pay with sample sizes. Use i

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 12, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain rocketlist.ai (the registry checks domain ownership)
✓ Pass
Still maintained
Code last changed 16 days ago
✓ Pass
Has a licence
Uses MIT
✓ Pass
Endpoint responds
Responded in 455 ms (HTTP 200)
– Not applicable
Sign-in with OAuth
No sign-in needed
✓ Pass
No hidden instructions in tool descriptions
Read 5 tool descriptions and found no hidden instructions to the AI

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

User reviews

No reviews yet

Compared with others in Docs, sheets & office worki

More stars than 0% of the other 3799 servers in this category
Published to the registry more recently than 36% of the other 3799 servers in this category
Basic checks equal to or better than 100% of the other 3799 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is RocketList safe?

It passed 5 of 5 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed 16 days ago, and the latest version (1.0.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT Business and above.

What can I use instead?

In the same category: Puter MCP, XcodeBuildMCP, XcodeBuildMCP

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Install

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XcodeBuildMCP

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by cameroncookeWidely used↓ 130.5K/wk shared package★ 6.6KUpdated 14 months ago

Runs on your computer

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

RocketList Startup Jobs

The open data layer for startup hiring. Updated every day by [RocketList](https://rocketlist.ai).

Live roles from funded startups around the world, normalized into one documented dataset for job seekers, researchers, developers, and AI agents.

109,695 active jobs · 7,297 companies · generated 2026-10-27 09:49:00 UTC

Top locations in this snapshot: Albania: 5 · Algeria: 8 · Argentina: 193 · Australia: 899 · Austria: 131.

Download

Dataset	Parquet	JSONL	CSV
Jobs	jobs.parquet	jobs.jsonl.gz	jobs.csv.gz
Companies	companies.parquet	companies.jsonl.gz	companies.csv.gz

The full snapshot lives in the stable latest release, not Git history. SHA-256 checksums, generation metadata, and the complete audit result ship beside every snapshot.

wget https://github.com/rocketlist-ai/startup-jobs/releases/latest/download/jobs.parquet

import pandas as pd

jobs = pd.read_parquet( "https://github.com/rocketlist-ai/startup-jobs/releases/latest/download/jobs.parquet" )

berlin_ai = jobs[ jobs["city"].fillna("").str.contains("Berlin", case=False) & jobs["category"].fillna("").str.contains("AI|Data|Engineering", case=False) ] print(berlin_ai[["company_name", "title", "url"]].head(20))

What is included

The jobs dataset contains factual discovery metadata: company, title, normalized role and seniority, location, compensation when explicitly available, skills, canonical application URL, source platform, and first/last-seen timestamps. The companies dataset adds stage, funding, investors, industry, headquarters, and careers URLs where available.

Schemas are versioned in schema/jobs.schema.json and schema/companies.schema.json. A browsable 100-record sample is committed under sample/, while daily aggregate changes live under changes/. See the public methodology and quality checks for provenance, denominators, audit guarantees, and limitations.

What is deliberately excluded

Full job descriptions or copied HTML
Raw ATS responses and crawler payloads
Embeddings, prompts, traces, or enrichment internals
Candidate, account, saved-job, application, or matching data
RocketList's ranking and recommendation logic

The exporter uses an explicit allowlist and the audit fails if a forbidden field appears.

Use it with agents

Install the user-facing RocketList skill in Claude Code, Codex, Cursor, or another compatible agent:

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

It searches and filters the current snapshot, handles CV-to-role matching, and links users directly to applications. The bundle is also readable at skills/rocketlist-job-search, so any agent can follow it without an installer.

The accompanying distribution loop explains how the dataset, skill, search pages, and recurring data stories compound into discoverability and traffic.

For bulk analysis, give an agent the Parquet URL and the relevant schema. For lower-latency conversational search, connect the RocketList MCP when available:

https://rocketlist.ai/mcp

Its official MCP Registry manifest is versioned in server.json.

Example prompt:

Use the RocketList dataset to find active Series A–C companies in Berlin hiring product managers. Return the canonical application links and explain the filters you applied.

Update model

The workflow runs daily at 04:17 UTC:

Fetch all current public catalog rows through paginated API reads.
Normalize join keys, field types, lists, and stable public IDs.
Retain active, non-duplicate jobs and active or referenced companies.
Cross-foot totals, reconcile API counts, verify unique IDs and URLs, test company references, and reject forbidden fields.
Replace the full assets on the stable latest release.
Commit only small samples, statistics, and daily change summaries.

No credentials are required to reproduce the export:

python -m pip install -r requirements.txt

python scripts/export_dataset.py python scripts/audit_dataset.py

Accuracy and limitations

RocketList aggregates company career pages and ATS sources. A listed role can close between daily refreshes; the canonical application page is authoritative. Coverage varies by employer, country, and field, and missing values are never imputed for public statistics. See stats/latest.json for field-level denominators.

License and attribution

The dataset is available under ODC-BY 1.0; code is MIT licensed. Attribute RocketList with links to https://rocketlist.ai and this repository. Employer names and trademarks belong to their respective owners, and source postings remain subject to their publishers' terms.

Corrections

Open an issue for a missing company, stale role, broken URL, or schema problem. See CONTRIBUTING.md for the data-safety rules.

RocketList

What it does

Install

Open Claude’s Connectors page

Click “+ Add” → “Add custom connector” and fill in these 2 fields

Turn it on in a chat

Try it

Open ChatGPT’s add-MCP page on the web

Fill in the name and address

Pick RocketList in a chat

Try it

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Click this button to open Cursor

Open the AI chat in Cursor in Agent mode

Try it

Click this button to open VS Code

Open the AI chat in VS Code in Agent mode

Try it

Over the web

At a glance

Which apps can use it

Related guides

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Discussion

User reviews

Compared with others in Docs, sheets & office worki

Common questions

Others in the same category

Puter MCP

XcodeBuildMCP

XcodeBuildMCP

README from the maker

RocketList Startup Jobs

Download

What is included

What is deliberately excluded

Use it with agents

Update model

Accuracy and limitations

License and attribution

Corrections