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LaunchOnIt MCP Server

LaunchOnIt MCP Server

Official
by LaunchOnIt

LaunchOnIt MCP Server πŸš€

Model Context Protocol License: MIT Streamable HTTP No API Key Required

Official Model Context Protocol (MCP) server for LaunchOnIt β€” the launch platform for indie hackers and modern software makers.

Connect this server to Claude Desktop, Cursor, Windsurf, Cline, Antigravity, or any MCP-compatible agent to search products, inspect weekly rankings, check launch calendar availability, and draft new product launches.


✨ Features

  • πŸ” Real-Time Product Search: Search through hundreds of launched SaaS tools, indie applications, and dev utilities.

  • πŸ† Weekly Leaderboards & Winners: Fetch the current live week rankings or historical podium finishers from the Hall of Fame.

  • πŸ“… Launch Calendar Availability: Inspect free launch slots and plans for upcoming cohorts.

  • πŸ€– AI Product Submissions: Draft a product launch by simply providing a URL. LaunchOnIt automatically crawls metadata, writes a launch draft, and returns a private review link for the maker to edit and publish.

  • ⚑ Zero Configuration: Public Streamable HTTP JSON-RPC endpoint. No API keys or account setup required to connect.


Related MCP server: trackrival-mcp

πŸš€ Quickstart & Configuration

Most modern MCP clients support direct HTTP / SSE remote connections without installing local Node packages.

Endpoint URL: https://launchon.it/api/mcp

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "launchonit": {
      "url": "https://launchon.it/api/mcp"
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "launchonit": {
      "url": "https://launchon.it/api/mcp"
    }
  }
}

Windsurf (~/.codeium/windsurf/mcp_config.json)

{
  "mcpServers": {
    "launchonit": {
      "serverUrl": "https://launchon.it/api/mcp"
    }
  }
}

Option B: Local CLI / Stdio Bridge

For clients that require a local command (stdio transport):

npx -y launchonit-mcp

Claude Desktop (Local Stdio)

{
  "mcpServers": {
    "launchonit": {
      "command": "npx",
      "args": ["-y", "launchonit-mcp"]
    }
  }
}

Claude Code CLI

claude mcp add launchonit -- npx -y launchonit-mcp

πŸ› οΈ Available Tools

Tool

Type

Description

Arguments

search_products

Read

Keyword search across every product launched on LaunchOnIt, ranked by community upvotes.

query (string, required), limit (int, default 10)

get_weekly_leaderboard

Read

Fetch ranked products for an ISO week (e.g. 2026-W39) or the live ongoing cohort.

week (string, optional), limit (int, default 20)

get_product

Read

Retrieve complete product details: tagline, story, problem solved, pricing, tech stack, and links.

slug (string, required)

get_winners

Read

Top 3 podium winners from past launch weeks (Hall of Fame).

weeks (int, default 4)

get_launch_calendar

Read

Free launch slots remaining in the live week and subsequent weeks, plus launch tiers.

weeks (int, default 4)

submit_product

Write (Draft)

Scrapes a website URL, generates a full listing draft, and returns a private review link.

url (string, required), optional overrides: title, tagline, description, pricing_type


πŸ”’ Safety & Privacy

  • Non-destructive Drafting: The submit_product tool only creates a private draft. It never publishes a product publicly and never initiates payment. The agent receives a secure URL where the product owner signs in, verifies their details, and chooses when to launch.

  • Rate Limits: The public endpoint is protected by intelligent rate limiting (60 requests/minute for queries, 5 drafts/hour per IP).

  • Open & Free: All discovery and research tools are 100% free and open to the community.


πŸ’‘ Example AI Prompts

Once connected, you can ask your AI:

  • "Search LaunchOnIt for AI developer tools that launched recently."

  • "Who is currently leading this week's launch leaderboard on LaunchOnIt?"

  • "Show me the top 3 podium winners from the last 4 weeks on LaunchOnIt."

  • "I just built https://mycooltool.com. Can you draft a submission for me on LaunchOnIt?"



πŸ“„ License

MIT Β· LaunchOnIt

Available Tools

6 tools
get_launch_calendarLaunch calendarA
Read-onlyIdempotent

Free launch slots left in the live week and the weeks after it, plus the launch plans and prices. Use it to tell a maker when they would launch.

Inputs: weeks.

get_productGet productA
Read-onlyIdempotent

Full public listing for one product: tagline, description, who it's for, the problem it solves, pricing, tech stack, links and upvotes.

Inputs: slug (required).

get_weekly_leaderboardWeekly leaderboardA
Read-onlyIdempotent

Ranked products for one ISO week, by community upvotes. Defaults to the live week, which closes Sunday 23:59 UTC.

Inputs: week, limit.

get_winnersWeekly winnersA
Read-onlyIdempotent

Top 3 podium finishers from recent weeks, newest week first. These are the Hall of Fame entries on /winners.

Inputs: weeks.

search_productsSearch productsA
Read-onlyIdempotent

Keyword search across every product that has launched on LaunchOnIt. Matches name, tagline and description, most upvoted first.

Inputs: query (required), limit.

submit_productSubmit productA

Starts a launch for a product URL. LaunchOnIt reads the site, drafts the listing (name, tagline, description, story, pricing, categories) and returns a private review link. The maker opens the link, signs in, edits and publishes. Nothing goes live and nothing is charged from this call.

Inputs: url (required), title, tagline, description, +1 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.2/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: search_products is broad keyword search, get_product retrieves one full listing, get_weekly_leaderboard ranks a single week's products, get_winners shows top 3 from recent weeks, get_launch_calendar covers availability and pricing, and submit_product is the only write action. Overlap is minimal and descriptions make boundaries clear.

    Naming Consistency5/5

    All six tools follow a consistent snake_case verb_noun pattern: search_products, get_weekly_leaderboard, get_product, get_winners, get_launch_calendar, submit_product. There are no mixed conventions or vague names.

    Tool Count5/5

    Six tools is well-scoped for a platform focused on product discovery, rankings, launch calendar, and submission. Each tool earns its place without redundancy or extreme thinness.

    Completeness4/5

    The surface covers core read operations and launch initiation, but there are minor gaps: no update/delete/cancel for launches, no way to browse by category, and the submission workflow hands off to a web link. These are workable but not a fully closed lifecycle within the MCP.

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