Mcp Product Hunt Launches Feed

com.mambabuiltPublished by mambabuilt.comv1.0.1Updated Nov 7, 2026

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

VerifiedSTDIODesktop onlyWeb Search & ScrapingData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Fetches Product Hunt daily launches with makers, domains, votes and topics, returning one flat row per launch through an Apify actor.

What you can do
  • Retrieve Product Hunt launches for chosen days, with one row per launch covering name, tagline, rank, votes, comments and topics
  • Get maker names, headlines and profile links, plus the product's website, company domain and X and LinkedIn links
  • Filter launches by topic, keyword or minimum vote count, and optionally include today's list
  • Skip launches already returned by an earlier run using a named state key
  • Return one free summary row per day alongside the launch rows
When to use it
Useful when you want an assistant to pull recent Product Hunt launch data for research, lead sourcing, market scans or weekly roundups, especially filtered by topic or vote threshold.
Requirements
Runs locally via npx, so Node.js 18 or newer is needed. An Apify account and an Apify API token set as APIFY_TOKEN are required for any call; the tool is listed without one. Optionally, a Product Hunt developer token can be passed as a tool input. Network access to Apify is required.
Before you install
Calls spend money on your Apify account per launch row and per run start, so set the optional cost cap input where possible. The APIFY_TOKEN secret is required, and an optional Product Hunt developer token may also be supplied. Launch data is collected from Product Hunt pages through the Apify proxy and processed on Apify's platform, not locally.

Installation

In SourceWeft

  1. Open Mcp Product Hunt Launches Feed in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Product Hunt Launches Feed MCP Server

An MCP server for the Mamba Labs Product Hunt Daily Launches with Maker Domains 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:

json
{  "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:

json
{  "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.

Source: README.md at commit 4f3fe26

Tools

1

get_product_hunt_launches

Get Product Hunt launches

Get the Product Hunt launches of the days you pick, one flat row per launch: name, tagline, daily rank, votes, comments, topics, maker names with their headlines, maker profile links, the product's website and company domain, and its X and LinkedIn links, plus one free summary row per day. Filter by topic, keyword, or minimum votes; only_new returns only launches an earlier run did not. Public pages are read through the Apify proxy with robots.txt obeyed; an optional Product Hunt developer token of your own reads the daily lists from the official API and adds unfeatured launches. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN and is billed per launch row.

Parametersdatestopicskeywordsonly_newdays_backmin_votesstate_keymax_launchesinclude_todaymax_charge_usdinclude_unfeaturedopen_product_pages+1 more

Version history

2
  1. v1.0.1LatestNov 5, 2026
  2. v1.0.0Oct 30, 2026

Score

90% of the applicable checks met

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  • Tools listedRequired15 pts
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