Skip to main content
Glama
mambalabsdev

Launch Directory List Builder MCP Server

Launch Directory List Builder MCP Server

An MCP server for the Mamba Labs Launch Directory List Builder actor on Apify. Describe what you are launching and get a ranked list of places to submit it, each checked live today.

What's Inside

Related MCP server: SubmitMap MCP server

What it does

The places (directories, launch sites, newsletters, communities, subreddits, marketplaces, press and review pages, and curated GitHub lists) come from the public domain awesome-submitlist catalog, read fresh on every run. Each row carries the submission link, price, link type, audience, rules, and a fit score against your description. The actor checks each submission page live, with robots.txt obeyed: up, moved to another site, parked, gone, login first, submit form found, prices shown, and the newest date on the page. A Tranco popularity rank is added per site. One free summary row closes each run.

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-launch-directory-list-builder": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-launch-directory-list-builder"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Restart the client. The build_launch_directory_list tool appears.

Prerequisites

Example prompts

  • "Where should I launch my AI meeting notes tool for sales teams? Give me the 25 best fits."

  • "List free directories that give a dofollow link, and check which ones are still up."

  • "Which launch sites have a submit form and showed activity this month?"

Tool

build_launch_directory_list. One tool. Example arguments:

{
  "product_description": "AI meeting notes tool for B2B sales teams",
  "categories": [
    "saas",
    "ai"
  ],
  "max_rows": 25
}

Inputs

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

Input

Type

Required

Description

product_description

string

no

What you are launching and who it is for.

categories

array

no

ai, analytics, business, community, design, developer-tools, ecommerce, indie, marketing, productivity, saas, social, software, startup.

keywords

array

no

Extra words to score places by.

types

array

no

directory, product-launch-site, newsletter, community, subreddit, marketplace, citation, github. Default all but github.

free_only

boolean

no

Places marked free only. Default false.

dofollow_only

boolean

no

Places marked dofollow only. Default false.

min_fit_score

integer

no

Minimum fit score, 0 to 100. Default 0.

check_live

boolean

no

Check each page today. Default true.

include_rank

boolean

no

Add the Tranco rank. Default true.

max_rows

integer

no

Place rows per run. Default 100.

only_new

boolean

no

Skip places an earlier run returned. Default false.

state_key

string

no

Name for the only new places memory.

max_charge_usd

string

no

Optional cost cap for the run.

proxy_mode

string

no

auto or direct. Default auto.

Pricing

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

Event

Free plan

Bronze

Silver

Gold

destination-row, per place delivered

$0.005

$0.00475

$0.0045

$0.00425

apify-actor-start, per run start

$0.0015

$0.0015

$0.0015

$0.0015

The run summary row, input refusal rows, places whose page the live check could not read, and places 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/launch-directory-list-builder

License

MIT. See LICENSE.

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables detection and analysis of pre-public product launches through web search, content extraction, AI-powered scoring, and automated alerting. Provides comprehensive tools for surfacing stealth startup signals before they trend publicly.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching a hand-curated directory of product launch platforms and startup directories, checking which ones a project qualifies for, and planning, executing, and tracking submissions through an agent's browser with optional authenticated account access.
    265
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI agent to audit a website for launch readiness, find suitable startup/SaaS/AI directories using filters like DR and link type, and submit product listings to SaaSCity as drafts.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to search launched software products, inspect weekly leaderboards and Hall of Fame winners, check upcoming launch calendar availability, and retrieve full product details. It can also draft a new product listing from a supplied URL, returning a private review link without publishing or charging.
    6
    1
    MIT