nvNeuralVerge
Startup & Funding Data

There's An AI For That Tool API and MCP — AI Tool Profile, Pricing, Ratings, Releases

Send a tool slug such as chatgpt, or the link to the tool page, and get the listing back as structured JSON: tagline, description, website, pricing model and price wording, star rating with its breakdown, views, saves, task, company, country, supported inputs and outputs, releases, FAQ and the counts of alternatives and reviews.

You send
a tool slug such as chatgpt, or the link to the tool page
You get back
tagline, description, website, pricing, rating and its breakdown, views, saves, task, company, country, features, releases, pros and cons, FAQ and the counts of alternatives and reviews
Coverage
There's An AI For That records with a public page.
Price
5 pts — $5 per 1,000
Charged only when the record resolves. A request that finds nothing is not billed.
Comparison

Ways to get this data

Three approaches teams use today, and where each one runs into trouble.

ApproachWhat it takesCostTrade-off
There's An AI For That directlyOpen the page on There's An AI For That and read itFree, and slowFine for one record, useless across a list, and the layout differs on every platform
Building a scraperWrite it, host it, and repair it when There's An AI For That changes its pagesEngineering timeA maintenance commitment for something that isn't your product
NeuralVergeOne request, the same shape as every other source in the catalog$5 per 1,000, misses not billedReturns what There's An AI For That publishes at request time. Other platforms are separate sources with the same request format
Response

What you get back

Every field in the example response below.

FieldTypeDescription
session_idstringId of this run, for tracing.
kindstringSource type of the response.
toolstringThe identifier you sent.
tool_idstringThe slug as the platform uses it.
humanstringReadable summary of the record.
total_pointsnumberPoints charged for the run.
machine.toolobjectThe record; its keys are listed below.
machine.blockedbooleanWhether the platform refused the request.
machine.pages_openednumberPlatform pages read for the run.
machine.proxy_traffic_bytesnumberSize of the data transferred for the run, in bytes.
machine.tool.id / aliasstringTool slug.
machine.tool.tool_idstringNumeric tool id.
machine.tool.namestringTool name.
machine.tool.urlstringLink to the tool page.
machine.tool.taglinestringOne-line tagline.
machine.tool.descriptionstringDescription, cut short in the sample.
machine.tool.website_url / website_domainstringThe tool's own website and its domain.
machine.tool.image / icon / screenshots[] / video_url / video_thumbnailstringMedia links.
machine.tool.task / task_slug / task_urlstringTask the tool is listed under.
machine.tool.company / company_slug / company_urlstringCompany behind the tool.
machine.tool.country / country_codestringCountry of the maker.
machine.tool.tags[]arrayTags.
machine.tool.features[]arrayFeature list; empty in the sample although features_count is 11.
machine.tool.features_countnumberNumber of features the platform counts.
machine.tool.supported_inputs[] / supported_outputs[]arrayInput and output types, e.g. Text, Image, Code.
machine.tool.pricing_model / pricing_model_keystringPricing model, e.g. Freemium.
machine.tool.price_from / billing_frequency / price_textstringStarting price, billing period and the price wording.
machine.tool.rating / rating_countnumberAverage rating and number of ratings.
machine.tool.rating_breakdownobjectRatings per star level, 1 to 5.
machine.tool.views / savesnumberPage views and saves.
machine.tool.comments_count / reviews_count / alternatives_countnumberCounts of comments, reviews and alternatives.
machine.tool.domain_ratingnumberDomain rating of the tool's site as shown.
machine.tool.ranking[]arrayRanking lines, e.g. 2026 Rank: #7.
machine.tool.created_at / updated_at / published_atstringListing dates (YYYY-MM-DD).
machine.tool.version / application_categorystringVersion label and category.
machine.tool.claimedbooleanWhether the listing has been claimed by its maker.
machine.tool.authorstringListing author line.
machine.tool.releases[]arrayReleases with version, date and changelog (cut short).
machine.tool.pros[] / cons[]arrayPros and cons; empty in the sample.
machine.tool.faq[]arrayQuestions and answers.
machine.tool.collections[]arrayUser collections the tool appears in, with name and link.
machine.tool.related_topics[]arrayRelated topic labels.
Response

Example response

A real response, as returned.

{
  "session_id": "11111111-1111-1111-1111-111111111111",
  "kind": "theresanaiforthat_tools",
  "tool": "chatgpt",
  "tool_id": "chatgpt",
  "human": "# There's An AI For That — tool\n\n- **Id:** chatgpt\n- **Pages opened:** 1\n- **Proxy traffic:** 2.95 MB\n- **Name:** ChatGPT\n- **Tagline:** Ask anything, create anything, and move from idea to action.\n- **Task:** ChatGPT\n- **Company:** OpenAI\n- **Pricing:** Free + from $8.00/mo",
  "machine": {
    "tool": {
      "id": "chatgpt",
      "alias": "chatgpt",
      "tool_id": "688",
      "name": "ChatGPT",
      "url": "https://theresanaiforthat.com/ai/chatgpt/",
      "tagline": "Ask anything, create anything, and move from idea to action.",
      "description": "ChatGPT is OpenAI’s conversational AI that uses advanced language models to generate human-like responses across text, code, and other content formats. It helps users with a wide range of tasks includ",
      "website_url": "https://chatgpt.com/",
      "website_domain": "chatgpt.com",
      "image": "https://media.theresanaiforthat.com/chatgpt.png",
      "icon": "https://media.theresanaiforthat.com/icons/chatgpt.svg",
      "screenshots": [
        "https://media.theresanaiforthat.com/chatgpt.png?height=768"
      ],
      "video_url": "https://iframe.mediadelivery.net/embed/394269/6f408385-d7b6-467a-a8ec-e3a21f8bbac2?autoplay=false&muted=true&loop=false&playsinline=true&preload=false&cb=6&ord=1",
      "video_thumbnail": "https://video.theresanaiforthat.com/ca7a17d3-9e1e-44b1-a277-d496e2a92dc7/thumbnail.jpg",
      "task": "ChatGPT",
      "task_slug": "chatgpt",
      "task_url": "https://theresanaiforthat.com/task/chatgpt/",
      "company": "OpenAI",
      "company_slug": "openai",
      "company_url": "https://theresanaiforthat.com/company/openai/",
      "country": "United States",
      "country_code": "US",
      "tags": [
        "AI Assistant",
        "Atlas"
      ],
      "features": [],
      "features_count": 11,
      "supported_inputs": [
        "Text",
        "Image"
      ],
      "supported_outputs": [
        "Text",
        "Code"
      ],
      "pricing_model": "Freemium",
      "pricing_model_key": "freemium",
      "price_from": "$8/month",
      "billing_frequency": "Monthly",
      "price_text": "Free + from $8.00/mo",
      "rating": 4.1,
      "rating_count": 402,
      "rating_breakdown": {
        "1": 54,
        "2": 14,
        "3": 20,
        "4": 56,
        "5": 258
      },
      "views": 573031,
      "saves": 1338,
      "comments_count": 87,
      "reviews_count": 87,
      "alternatives_count": 22,
      "domain_rating": 93,
      "ranking": [
        "2026 Rank: #7"
      ],
      "created_at": "2022-11-30",
      "updated_at": "2026-09-29",
      "published_at": "2026-09-29",
      "version": "6.1 Sol",
      "application_category": "ChatGPT",
      "claimed": false,
      "author": "By unverified author",
      "releases": [
        {
          "version": "ChatGPT 6.1 Sol",
          "date": "2026-09-29",
          "date_text": "Sep 29, 2026",
          "changelog": "Stronger coding, computer use, and professional-work performance targets complex workloads with improved efficiency. A 1.05M-token context window and 128K maximum output support very large repositorie"
        },
        {
          "version": "ChatGPT 6 Sol & Astra",
          "date": "2026-09-04",
          "date_text": "Sep 4, 2026",
          "changelog": "Stronger professional-work performance improves complex business workflows, with Sol reaching 33.2% on AutomationBench at substantially lower cost per task than higher-end competitors. Factual reliabi"
        }
      ],
      "pros": [],
      "cons": [],
      "faq": [
        {
          "question": "How does ChatGPT work?",
          "answer": "ChatGPT works by listening to user input, learning from it and then providing a response. It is capable of understanding and processing natural language input, which includes both speech and text."
        },
        {
          "question": "What makes ChatGPT different from other chatbots?",
          "answer": "What distinguishes ChatGPT from other chatbots is its capability to both learn and challenge. It does not only provide preprogrammed responses, but also learns from user inputs and prompts users for m"
        }
      ],
      "collections": [
        {
          "name": "AI Buildimg",
          "url": "https://theresanaiforthat.com/@christopher-anderson-6e160/ai-buildimg/"
        },
        {
          "name": "Free YouTube Growth Tools for Creators",
          "url": "https://theresanaiforthat.com/@ytdescriptionextractor/saved-for-later/"
        }
      ],
      "related_topics": [
        "Chat",
        "Gpt"
      ]
    },
    "blocked": false,
    "pages_opened": 1,
    "proxy_traffic_bytes": 3090488
  },
  "total_points": 5
}
Integration

How to run it

The same lookup works from the app, the API, or as a tool an agent can call mid-task.

One record per request. Results come back in the same envelope as every other source: a session id, a readable summary, the structured result and the points charged.

curl -X POST https://api.neuralverge.ai/functions/v1/run-theresanaiforthat-tools \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"tool":"chatgpt"}'
Use cases

What teams use it for

Where this field shows up in an actual workflow.

Competitive tracking

Record price wording, rating and views for a tool at regular intervals.

Vendor research

Check pricing model, supported inputs and outputs and release notes before shortlisting a tool.

Directory enrichment

Add rating, task and company to a list of AI tools you maintain.

Release monitoring

Read dated release entries to see when a tool last shipped and what changed.

Coverage & limits

Coverage, freshness and limits

What this source covers, how fresh it is, and where it stops.

Coverage

There's An AI For That records with a public page.

Freshness

Read at request time, so the answer reflects the platform as it stands when you ask.

Handling

This source returns information There's An AI For That shows publicly. Every response carries the session id you can trace.

What it will not do
  • —Text fields such as description and changelog are cut short in the sample; do not assume a full-length text.
  • —features, pros and cons come back empty in the sample even though features_count is 11, so the platform does not always expose them.
  • —Reviews and alternatives are separate sources; this record carries only their counts.
FAQ

Questions, answered

The tool slug, such as chatgpt, or the link to the tool page on There's An AI For That.

Related

Related sources

Try there's an ai for that tool on your own data

One request format across every source in the catalog.

Get started