LaunchOnIt MCP Server
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- AlicenseAqualityCmaintenanceEnables AI assistants to search new software launches, read product pages, find alternatives, and follow daily rankings from inside a chat using public read-only data.10MIT
- AlicenseNot gradedqualityBmaintenanceEnables submitting products for launch, browsing the product directory and weekly winners, and finding 333 curated startup launch directories from an AI agent.MIT

SubmitMap MCP serverofficial
AlicenseNot gradedqualityDmaintenanceEnables 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.213MIT- AlicenseNot gradedqualityBmaintenanceEnables coding agents to query a sourced directory of real apps shipped with AI coding tools, plus build tools, agent harnesses and frameworks with dated official pricing and revenue rankings. Supports searching and comparing tools side by side, ranking stacks for an app idea, and submitting an app or newsletter subscription on the user's behalf.MIT
- AlicenseAqualityCmaintenanceEnables AI agents to query real-time SaaS pricing tiers, compare developer tools side-by-side, and retrieve recent product changelogs.4MIT
- AlicenseNot gradedqualityCmaintenanceEnables 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.428 npmMIT
TDQS
Scored across 6 tools
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.
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.
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.
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.