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com.mambabuilt/mcp-product-hunt-launches-feed

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Daily Product Hunt launches with makers, website, company domain, votes, and topics

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package @mambalabsdev/mcp-product-hunt-launches-feed
Claude Code 
claude mcp add mcp-product-hunt-launches-feed -e 'APIFY_TOKEN=<your apify_token>' -- npx -y @mambalabsdev/mcp-product-hunt-launches-feed@1.0.0
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "mcp-product-hunt-launches-feed": {
            "command": "npx",
            "args": [
                "-y",
                "@mambalabsdev/mcp-product-hunt-launches-feed@1.0.0"
            ],
            "env": {
                "APIFY_TOKEN": "<your apify_token>"
            }
        }
    }
}

Environment variables

  • APIFY_TOKEN required secret Apify API token from https://console.apify.com/account/integrations

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Product Hunt Launches Feed MCP Server
  2. What's Inside
  3. What it does
  4. Quick start
  5. Prerequisites
  6. Example prompts
  7. Tool
  8. Inputs
  9. Pricing
  10. Full actor documentation
  11. License

Product Hunt Launches Feed MCP Server

An MCP server for the Mamba Labs Product Hunt Launches Feed actor on Apify. Pick the days, and get one row per Product Hunt launch with the maker names, the product's website and company domain, its X and LinkedIn links, votes, rank, and topics.

What's Inside

What it does

The actor reads Product Hunt's public daily launch pages and each launch's product page through the Apify proxy, with robots.txt obeyed. The public daily page shows the day's top featured launches. With your own Product Hunt developer token (product_hunt_token), the daily lists come from the official Product Hunt API instead, and include_unfeatured adds the launches Product Hunt did not feature. Filter by topic, keyword, or minimum votes, and use only_new on a schedule. Each day also returns one free summary row.

All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:

{
  "mcpServers": {
    "mamba-product-hunt-launches-feed": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-product-hunt-launches-feed"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Restart the client. The get_product_hunt_launches tool appears.

Prerequisites

Example prompts

  • "List yesterday's Product Hunt launches in AI with their company domains and makers."
  • "Which developer tools launched on Product Hunt this week with more than 200 votes?"
  • "Get the launches of 2026-10-27 into a table."

Tool

get_product_hunt_launches. One tool. Example arguments:

{
  "days_back": 1,
  "topics": [
    "Artificial Intelligence"
  ],
  "max_launches": 50
}

Inputs

Every buyer facing input of the actor. Omitted inputs take the actor's own defaults.

InputTypeRequiredDescription
days_backintegernoThe last N full days, Pacific time. Default 1.
datesarraynoSpecific days as YYYY-MM-DD, up to 31.
include_todaybooleannoAlso read today's list. Default false.
topicsarraynoProduct Hunt topics by name or slug.
keywordsarraynoWords to find in the name, tagline, or topics.
min_votesintegernoMinimum votes. Default 0.
max_launchesintegernoLaunch rows per run. Default 100.
open_product_pagesbooleannoRead product pages for website, domain, makers, socials. Default true.
only_newbooleannoSkip launches an earlier run returned. Default false.
state_keystringnoName for the only new launches memory.
product_hunt_tokenstringnoYour own Product Hunt developer token, optional.
include_unfeaturedbooleannoWith your token, add unfeatured launches. Default false.
max_charge_usdstringnoOptional cost cap for the run.

Pricing

Pay per event on Apify, billed to your Apify account. Prices in USD.

EventFree planBronzeSilverGold
launch-row, per launch delivered$0.00425$0.004038$0.003825$0.003613
apify-actor-start, per run start$0.002$0.002$0.002$0.002

Day summary rows, input refusal rows, launches whose product page could not be read, and launches skipped with only_new are free. Mamba Labs pays the platform costs of the run, Apify proxy traffic included.

Full actor documentation

apify.com/mambalabs/product-hunt-launches-feed

License

MIT. See LICENSE.

Frequently asked questions

What is com.mambabuilt/mcp-product-hunt-launches-feed?

Daily Product Hunt launches with makers, website, company domain, votes, and topics

How do I install com.mambabuilt/mcp-product-hunt-launches-feed?

It runs on your machine. In Claude Code: claude mcp add mcp-product-hunt-launches-feed -e 'APIFY_TOKEN=<your apify_token>' -- npx -y @mambalabsdev/mcp-product-hunt-launches-feed@1.0.0. For other clients, paste the JSON configuration from this page into their MCP settings.

Does com.mambabuilt/mcp-product-hunt-launches-feed need an API key?

Yes. It expects APIFY_TOKEN, which you set in its configuration.

Is com.mambabuilt/mcp-product-hunt-launches-feed open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains com.mambabuilt/mcp-product-hunt-launches-feed?

It is published by mambalabsdev. AI.tn lists it but does not maintain or endorse it.

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