Launchelion

Server Details

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

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.

Status: Healthy
Uptime: 76.6% over 44 days
Last Tested: 2026-10-01 12:26
Transport: Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.7/5.0

Scored 2026-09-09 18:26 across 6 tools

Disambiguation5/5

Each tool targets a distinct resource and action: searching, fetching details, finding alternatives, listing offers, creating checkout links, and submitting tools. There is no meaningful overlap between any pair, and the descriptions reinforce the boundaries clearly.

Naming Consistency5/5

All six tools follow a consistent verb_noun pattern: create_checkout, get_tool, list_alternatives, list_offers, search_tools, submit_tool. The naming style is uniform, predictable, and immediately conveys each tool's purpose.

Tool Count5/5

Six tools is well-scoped for a directory/marketplace server. Each tool covers a needed part of the user journey—discovery, detail lookup, comparison, monetization, and submission—without redundancy or bloat.

Completeness5/5

The tool surface covers the full practical workflow: search for tools, get full details, explore alternatives, list purchasable add-ons, create a checkout link, and submit a new tool. The submit_tool flow includes a claimUrl to complete publishing, so there are no dead ends within the server's stated domain.

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.

ParametersJSON Schema

Name	Required	Description	Default
`slug`	Yes	The listing's slug (as in a toolUrl, e.g. '/tools/acme-writer' -> 'acme-writer').
`product`	Yes	Add-on key: premium_launch, review_one, review_monthly, network_all, network_three. See list_offers for names, effects, and prices.

Output Schema

ParametersJSON Schema

Name	Required	Description
`ok`	Yes
`error`	No
`checkoutUrl`	No	A URL a HUMAN must open. Nothing is charged until a person completes it.
`instruction`	No

TDQS

A4.5/5.0

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations, the description adds essential behavioral details: checkout is not completed until a person opens the URL in a browser, no charge occurs during creation, and predictable errors occur when the listing is missing, the add-on is free early access, or payments are not configured. This gives the agent an accurate model of side effects without contradicting the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded: the first sentence states the outcome, the second sets the buyer-authorization expectation, and the third lists failure cases. Every sentence adds distinct value with no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the required parameters, an output schema, and the relevant annotations, the description is complete enough for an agent to call the tool correctly. It explains the main caveat of creating a checkout link, when it errors, and that the resulting URL is for a human to complete, leaving no critical runtime surprise unexplained.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description does not elaborate on the parameters themselves, but the input schema fully documents both slug and product, including the product enum and pointer to list_offers. Since schema description coverage is 100%, the description adds no additional parameter semantics; the schema carries that weight.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific action and resource: creating a Stripe checkout URL for one paid add-on on one listing. It also clarifies the intended recipient is a human, which distinguishes this tool from purchase-completion or listing-management siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly conveys when the tool is appropriate: whenever a checkout link for a paid add-on is needed before a human completes payment. It also gives important negative context by stating that this is not a completed purchase and will error in non-purchasable cases. It does not explicitly route the agent to sibling tools or name alternatives, though the schema pointing to list_offers partially fills that gap.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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.

ParametersJSON Schema

Name	Required	Description	Default
`slug`	Yes	The tool's listing slug.

Output Schema

ParametersJSON Schema

Name	Required	Description
`tool`	Yes	null when the slug does not resolve to a live listing on this site.

TDQS

A5/5.0

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, and the description adds critical behavioral context: the null return for non-resolving slugs and the nature of data (verified or self-reported revenue signals). No contradictions found.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loaded with the primary action, and includes an example and edge-case note without redundancy. Every sentence earns its place; no fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return structure, but it covers all key aspects: purpose, usage sequence, data content, and null behavior. It is complete for a simple read-only fetch tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description adds substantial meaning beyond the schema's minimal 'The tool's listing slug' by illustrating the exact format and transformation from toolUrl to slug (e.g., '/tools/acme-writer' -> 'acme-writer'). This is highly valuable for correct invocation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Fetch' and specific resource 'full public detail for one AI tool by its listing slug'. It distinguishes from siblings by explicitly referencing search_tools and listing what data is returned (description, launch date, revenue signals, for-sale status). The purpose is unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit usage instruction: 'Call this after search_tools to get a tool's full description...' and explains the slug derivation from toolUrl. It sets expectations for null return, which guides when to use. This clearly frames the tool's role relative to alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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.

ParametersJSON Schema

Name	Required	Description	Default
`target`	Yes	Slug of the well-known target tool, e.g. 'chatgpt'.

Output Schema

ParametersJSON Schema

Name	Required	Description
`target`	Yes	null when the target slug is not a known product.
`alternatives`	Yes

TDQS

A4.7/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the readOnlyHint and idempotentHint annotations, the description adds the 'live' qualifier and clarifies that the input is a well-known tool slug rather than a catalog slug, preventing a common misuse. No contradictory behavior is stated, and the added context is relevant to how the tool behaves.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences front-load the core action ('List live, same-category alternatives') and then provide usage and parameter guidance without any fluff. Every word earns its place, making it easy for the agent to parse quickly.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With a one-parameter schema, full schema description coverage, a documented output schema, and three annotations, the description is sufficiently complete. The explicit usage trigger and parameter disambiguation cover everything needed for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already documents 'target' with full coverage, but the description adds crucial disambiguation: the slug must be a well-known tool's slug, not a listing slug from this catalog. This nuance is not expressed in the schema and adds real semantic value.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses the verb 'list' with the resource 'alternatives to a well-known AI tool' and clearly distinguishes itself from catalog-listing tools by noting the target is not a listing slug. This makes the tool's purpose unmistakable and differentiates it from siblings like get_tool or search_tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It includes an explicit trigger phrase: 'Call this when a user asks...' and clarifies that it covers competitors/substitutes, giving the AI agent clear conditions for selecting this tool. This goes beyond generic context and provides actionable usage guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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).

ParametersJSON Schema

Name	Required	Description	Default
No parameters

Output Schema

ParametersJSON Schema

Name	Required	Description
`note`	Yes
`site`	Yes
`offers`	Yes
`purchasable`	Yes	False during free early access — nothing can be bought.

TDQS

A4.7/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description goes beyond annotations by noting it returns purchasable flag (readOnlyHint) which is extra context. The description also discloses early-bird status effect, which is behavioral transparency. The description says what is the behavior (purchasable) but the description already covers that, but the description adds the early-bird context, which is valuable. No contradiction found.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single paragraph with three sentences, each packed with relevant information: what the tool lists, that it's free and optional, and the early-bird caveat. There is no fluff or repetition, making it appropriately sized and front-loaded with the core purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has no parameters, annotations are provided (readOnlyHint, idempotentHint), and there is an output schema (though not detailed here). The description covers the key contextual points: that offers are optional add-ons, their purpose, and the early-access limitation. This is sufficient for the agent to use the tool correctly, and the output schema likely details the response structure.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has zero parameters, so there is nothing for the description to explain. The description still adds meaning by describing what the tool returns (name, effect, price, purchasable flag), which is useful for the agent's decision. With no parameters, the schema coverage is 100% coverage, but the schema coverage is, but the description's description coverage is high, but the schema coverage is the same, but the output schema, but the schema coverage is the same as the same, but the same as the same as the same, so the description adds value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it lists optional paid add-ons (offers), specifies the details (name, effect, price), and distinguishes it from alternatives by noting it is the precursor to create_checkout. The verb 'List' with a specific resource (paid add-ons) is unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says 'Call this to see what's purchasable before create_checkout', providing clear when-to-use guidance. It also explains the purpose (promote listings) and clarifies that during early access, offers are not purchasable, which is a usage context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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.

ParametersJSON Schema

Name	Required	Description	Default
`query`	Yes	Free-text search term, e.g. a tool name, use-case, or category.

Output Schema

ParametersJSON Schema

Name	Required	Description
`results`	Yes	Matching live listings, newest first, capped at 20.

TDQS

A4.6/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With annotations declaring readOnlyHint=true and idempotentHint=true, the behavior is already clear as a safe read operation. The description adds the specific behavioral detail of matching on name, tagline, or category with case-insensitive substring, and limits to live/published tools, which goes beyond the annotation. It does not mention pagination or result ordering, but the output schema likely covers the structure, so minor gap only.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is four sentences, each providing essential information: what it searches, what it matches, when to use it, and a result limit. There is no redundancy or filler, and the information is front-loaded with the main purpose in the first sentence. It earns the full score for its efficiency and clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is simple (one parameter) with strong annotations and a full param schema, so the description doesn't need extensive detail. The output limit (up to 20 results) and matching criteria are covered. The only omission is an explicit note about ordering or sorting, but since an output schema exists and the search semantics are clear, it is nearly complete. A score of 4 is justified.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The single 'query' parameter is already fully described in the schema ('Free-text search term, e.g. a tool name, use-case, or category.') with 100% coverage. The description reinforces this by giving examples and specifying the matching behavior (case-insensitive substring), but does not add additional format requirements. Given the schema handles the parameter fully, a slight bonus is given for the clear guidance in the description, but it stays near baseline per the rubric.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool searches a catalog of live AI tools by free-text query, matching name, tagline, or category. It explicitly mentions case-insensitive substring matching and scope (live, published tools), distinguishing it from siblings like get_tool which likely fetches a specific tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly instructs to call this tool first when a user wants to find, discover, or compare AI tools by keyword, use-case, or category, with examples. It implies this is the primary search entry point, contrasting with siblings such as get_tool, list_alternatives, or list_offers, which serve more specific post-discovery purposes.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

submit_toolSubmit a new AI toolAInspect

Submit a new AI tool to Launchelion on behalf of its maker. Creates a draft listing (not yet public) and returns a claimUrl the maker must visit to sign up and claim/publish it. 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.

ParametersJSON Schema

Name	Required	Description
`url`	Yes	The tool's https homepage URL.
`name`	Yes	The tool's name.
`email`	Yes	The maker's email — used to claim the listing on signup.
`logoUrl`	No	https URL of the tool's logo. We copy it to our own storage — we never hotlink the maker's host.
`tagline`	No	One line shown on every card (max 60 chars). Supply it — without one we fall back to a truncated description.
`xHandle`	No	X/Twitter handle, without the @.
`category`	Yes	Category slug, e.g. 'agents', 'writing', 'coding', 'design', 'marketing', 'productivity', 'video', 'analytics'.
`imageUrls`	No	Up to 5 https screenshot URLs, best first. Copied to our own storage. Without any, the listing shows a generated placeholder card instead of a real screenshot.
`description`	Yes	A description of the tool (40-1000 chars).
`problemSolved`	No	What problem the tool solves, in the maker's words (max 160 chars). Rendered as its own block on the listing page.
`xHandleIsFounder`	No	True when the handle is the founder's personal account rather than the product's.

Output Schema

ParametersJSON Schema

Name	Required	Description
`ok`	Yes
`error`	No
`claimUrl`	No	Where the maker signs up to claim the DRAFT. Present only when ok is true.

TDQS

A4.9/5.0

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Despite annotations being all false, the description adds substantial behavioral detail: the listing is a draft (not public), requires maker signup via claimUrl, has a global rate limit, and image files are copied to Launchelion's storage. These are not in annotations, so the description carries the burden well.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Five sentences, each packed with relevant information. The main purpose is front-loaded, followed by usage constraints, rate limit, and parameter advice. No redundant wording or fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 11 parameters, 5 required, and an output schema, the description covers the essential context: what the tool does, when to use it, constraints, and tips on filling parameters. The output schema presumably details the return fields, so the description doesn't need to.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, so the baseline is 3. The description adds extra guidance by highlighting which optional parameters matter most ('Supply tagline, problemSolved, logoUrl and imageUrls whenever you can') and explains their impact (makes listing look like a real product page). This goes slightly beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Submit a new AI tool'), the resource ('to Launchelion'), and the outcome ('creates a draft listing... returns a claimUrl'). It also distinguishes from siblings by mentioning the claim process, which is unique to this tool compared to get_tool or search_tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to call: 'only when a user explicitly wants to list their own tool.' It also gives a negative constraint: 'never to submit a tool on someone else's behalf without their email,' which provides clear usage boundaries. The rate limit also sets expectations on frequency.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

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

1 tool updateAug 23, 2026

Changedcreate_checkout2 fields changed

changedInput schema / properties / product / description

Previous value: -"Add-on key: premium_launch, review_one, review_monthly. See list_offers for names, effects, and prices."New value: +"Add-on key: premium_launch, review_one, review_monthly, network_all, network_three. See list_offers for names, effects, and prices."

changedInput schema / properties / product / enum

Previous value: -[
-  "premium_launch",
-  "review_one",
-  "review_monthly"
-]New value: +[
+  "premium_launch",
+  "review_one",
+  "review_monthly",
+  "network_all",
+  "network_three"
+]

6 tool updatesAug 20, 2026

Changedcreate_checkout1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "checkoutUrl": {
+      "description": "A URL a HUMAN must open. Nothing is charged until a person completes it.",
+      "type": "string"
+    },
+    "error": {
+      "type": "string"
+    },
+    "instruction": {
+      "type": "string"
+    },
+    "ok": {
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "ok"
+  ],
+  "type": "object"
+}

Changedget_tool1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "tool": {
+      "anyOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "askingPriceUsd": {
+              "type": "number"
+            },
+            "category": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "faviconUrl": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "forSale": {
+              "const": true,
+              "type": "boolean"
+            },
+            "launchDate": {
+              "description": "ISO 8601 timestamp of the real launch date.",
+              "type": "string"
+            },
+            "logoUrl": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "name": {
+              "type": "string"
+            },
+            "ogImageUrl": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "revenueVerifiedAt": {
+              "description": "ISO 8601 timestamp of the last Stripe verification.",
+              "type": "string"
+            },
+            "selfReported": {
+              "const": true,
+              "description": "Marks selfReportedMrrUsd as unverified. Never report it as verified.",
+              "type": "boolean"
+            },
+            "selfReportedMrrUsd": {
+              "description": "Present only when the figure is the maker's own claim.",
+              "type": "number"
+            },
+            "tagline": {
+              "type": "string"
+            },
+            "toolUrl": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            },
+            "verifiedMrrUsd": {
+              "description": "Present only when the maker connected Stripe.",
+              "type": "number"
+            }
+          },
+          "required": [
+            "name",
+            "tagline",
+            "description",
+            "url",
+            "category",
+            "launchDate",
+            "toolUrl",
+            "logoUrl",
+            "faviconUrl",
+            "ogImageUrl"
+          ],
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "description": "null when the slug does not resolve to a live listing on this site."
+    }
+  },
+  "required": [
+    "tool"
+  ],
+  "type": "object"
+}

Changedlist_alternatives1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "alternatives": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "tagline": {
+            "type": "string"
+          },
+          "toolUrl": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "name",
+          "tagline",
+          "toolUrl"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "target": {
+      "anyOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "name": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "name",
+            "url"
+          ],
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "description": "null when the target slug is not a known product."
+    }
+  },
+  "required": [
+    "target",
+    "alternatives"
+  ],
+  "type": "object"
+}

Changedlist_offers1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "note": {
+      "type": "string"
+    },
+    "offers": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "key": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          },
+          "priceUsd": {
+            "type": "number"
+          },
+          "whatItDoes": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "key",
+          "name",
+          "whatItDoes",
+          "priceUsd"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "purchasable": {
+      "description": "False during free early access — nothing can be bought.",
+      "type": "boolean"
+    },
+    "site": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "site",
+    "purchasable",
+    "note",
+    "offers"
+  ],
+  "type": "object"
+}

Changedsearch_tools1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "results": {
+      "description": "Matching live listings, newest first, capped at 20.",
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "category": {
+            "type": "string"
+          },
+          "faviconUrl": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "logoUrl": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "name": {
+            "type": "string"
+          },
+          "site": {
+            "type": "string"
+          },
+          "tagline": {
+            "type": "string"
+          },
+          "toolUrl": {
+            "type": "string"
+          },
+          "url": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "name",
+          "tagline",
+          "url",
+          "category",
+          "site",
+          "toolUrl",
+          "logoUrl",
+          "faviconUrl"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "results"
+  ],
+  "type": "object"
+}

Changedsubmit_tool1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "claimUrl": {
+      "description": "Where the maker signs up to claim the DRAFT. Present only when ok is true.",
+      "type": "string"
+    },
+    "error": {
+      "type": "string"
+    },
+    "ok": {
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "ok"
+  ],
+  "type": "object"
+}

5 tool updatesAug 20, 2026

Changedcreate_checkout1 field changed

changedInput schema / properties / slug / description

Previous value: -"The listing's slug (as in a toolUrl, e.g. '/tools/skillselion' -> 'skillselion')."New value: +"The listing's slug (as in a toolUrl, e.g. '/tools/acme-writer' -> 'acme-writer')."

Changedget_tool1 field changed

removedInput schema / properties / site

Removed value: -{
-  "description": "Which network site's wording/locale to render the tool through. Defaults to the tool's origin site.",
-  "enum": [
-    "launchelion",
-    "aitoolsindex",
-    "aialtfinder",
-    "lanzamientosia",
-    "iaselecta",
-    "alternativasia",
-    "kitoolsheute",
-    "bestekitools",
-    "kialternativen"
-  ],
-  "type": "string"
-}

Changedlist_alternatives1 field changed

removedInput schema / properties / site

Removed value: -{
-  "description": "Defaults to the aialtfinder alternatives site.",
-  "enum": [
-    "launchelion",
-    "aitoolsindex",
-    "aialtfinder",
-    "lanzamientosia",
-    "iaselecta",
-    "alternativasia",
-    "kitoolsheute",
-    "bestekitools",
-    "kialternativen"
-  ],
-  "type": "string"
-}

Changedlist_offers1 field changed

removedInput schema / properties / site

Removed value: -{
-  "description": "Which network site to price the offers for. Defaults to launchelion.",
-  "enum": [
-    "launchelion",
-    "aitoolsindex",
-    "aialtfinder",
-    "lanzamientosia",
-    "iaselecta",
-    "alternativasia",
-    "kitoolsheute",
-    "bestekitools",
-    "kialternativen"
-  ],
-  "type": "string"
-}

Changedsearch_tools1 field changed

removedInput schema / properties / site

Removed value: -{
-  "description": "Restrict to one launchelion-network site id (launchelion, aitoolsindex, aialtfinder, lanzamientosia, iaselecta, alternativasia, kitoolsheute, bestekitools, kialternativen). Omit to search across the whole network.",
-  "enum": [
-    "launchelion",
-    "aitoolsindex",
-    "aialtfinder",
-    "lanzamientosia",
-    "iaselecta",
-    "alternativasia",
-    "kitoolsheute",
-    "bestekitools",
-    "kialternativen"
-  ],
-  "type": "string"
-}

6 tool updatesAug 19, 2026
- First observedcreate_checkout
- First observedget_tool
- First observedlist_alternatives
- First observedlist_offers
- First observedsearch_tools
- First observedsubmit_tool

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