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Daily leaderboard of newly-launched AI tools with real launch dates and Stripe-verified revenue.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4.5/5.0

Scored across 6 tools

Disambiguation4/5

Each tool maps to a distinct action (search, fetch detail, list alternatives, list offers, checkout, submit), and descriptions explicitly warn about the tricky cases. The main friction is slug semantics: get_tool takes a catalog listing slug while list_alternatives takes a well-known product slug that is explicitly 'not a listing slug', which an agent could easily mix up. The create_checkout vs list_offers pairing is clearly separated as 'read prices' vs 'start a purchase'.

Naming Consistency5/5

All six tools follow a clean verb_noun snake_case pattern: create_checkout, get_tool, list_alternatives, list_offers, search_tools, submit_tool. No mixed conventions or vague standalone verbs. The pattern is predictable enough that an agent can guess new tool names.

Tool Count5/5

Six tools is a tight, well-scoped surface for a directory that covers discovery, detail retrieval, alternatives, submission, and paid promotion. Every tool serves a distinct user intent and nothing feels redundant or padded.

Completeness3/5

The read/discover side is complete, but the lifecycle has dead ends: after submit_tool returns a DRAFT or QUEUED entry, get_tool only resolves live listings, so there is no way to check submission status, and there is no update/edit or withdraw operation for a listing. Category browsing is only reachable indirectly through free-text search.

Available Tools

6 tools
create_checkoutCreate a checkout link for a paid add-onAInspect

Create a Stripe checkout URL for one paid add-on on one listing, and return it for a HUMAN to open. Never present this as a completed purchase: nothing is charged until a person completes checkout in a browser. Returns an error when the listing doesn't exist, the add-on isn't purchasable yet (free early access), or payments aren't configured in this environment.

Inputs: slug (required), product (required). Returns: ok, error, checkoutUrl, instruction

get_toolGet AI tool detailA
Read-onlyIdempotent
Inspect

Fetch the full public detail for one AI tool by its listing slug (as returned by search_tools' toolUrl, e.g. '/tools/acme-writer' -> slug 'acme-writer'). Call this after search_tools to get a tool's full description, launch date, revenue signals (verified or self-reported), and for-sale status. Returns null if the slug doesn't resolve to a live Launchelion listing.

Inputs: slug (required). Returns: tool

list_alternativesList alternatives to a toolA
Read-onlyIdempotent
Inspect

List live, same-category alternatives to a well-known AI tool (e.g. 'chatgpt', 'notion-ai', 'figma'). Call this when a user asks 'what are the alternatives to X' or wants competitors/substitutes for a named product. target is the well-known tool's slug, not a listing slug from this catalog.

Inputs: target (required). Returns: target, alternatives

list_offersList paid add-ons (offers)A
Read-onlyIdempotent
Inspect

List the optional paid add-ons a maker can buy to promote their listing (name, one-sentence effect, price in USD). Listing is always free; these only ADD reach and are always labeled 'Sponsored'. Call this to see what's purchasable before create_checkout. During free early access (early-bird), offers are not yet purchasable and this says so (purchasable=false).

Inputs: no named parameters. Returns: note, site, offers, purchasable

search_toolsSearch AI toolsA
Read-onlyIdempotent
Inspect

Search the Launchelion catalog of live, published AI tools by a free-text query. Matches on tool name, tagline, or category name (case-insensitive substring). Call this first when a user asks to find, discover, or compare AI tools by keyword, use-case, or category (e.g. 'agents', 'writing assistants'). Returns up to 20 results.

Inputs: query (required). Returns: results

submit_toolSubmit a new AI toolAInspect

Submit a new AI tool to Launchelion on behalf of its maker. We fetch the submitted url and look for the Launchelion badge. Badge found (status QUEUED): no account is needed — the badge proves the maker controls the site. The listing enters the free review queue and goes live within 7 days if it passes review; the result has its listingUrl. Badge not found (status DRAFT): the listing is a private draft. The result carries badgeHtml — once it is on the page, a later re-check queues the draft (drafts are re-checked in rotation, 25 per run, one run every 6 hours, for 90 days), so do not submit again — and a claimUrl where the maker can sign up with the same email instead. Refused: our own domains, private or non-https hosts (error reserved_host), and a host that already has a live, queued or pending listing (error duplicate_host). Call this only when a user explicitly wants to list their own tool — never to submit a tool on someone else's behalf without their email. Rate-limited globally to 5 submissions per hour. Supply tagline, problemSolved, logoUrl and imageUrls whenever you can: they are what make the published listing look like a real product page rather than a stub.

Inputs: url (required), name (required), email (required), category (required), +7 more. Returns: ok, badge, error, status, +4 more

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