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HouseLoop

Zachery Lee Spradling v1.2.0

Kansas City home photo search

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Description

From the marketplace listing

Find Kansas City homes by what is in the listing photos. HouseLoop Vision reads the listing photos of homes for sale across the Kansas City metro (Kansas and Missouri) and finds the features the MLS record leaves out: white kitchen cabinets, a pool, a finished basement, a frameless glass shower, a stamped concrete patio, a freestanding tub. Ask for homes with any of them, or ask how many homes in a city or neighborhood have one, and HouseLoop answers from live Heartland MLS data with the photo where each feature was found. In October 2026, for example, HouseLoop Vision read the photos of 467 Overland Park homes for sale and found white kitchen cabinets in 186. HouseLoop is a Kansas City real-estate brokerage and search site, and the home of Myli, HouseLoop's AI home search companion (https://houseloop.ai/myli). Seven read-only tools: - search_homes: homes for sale by city, county, ZIP, school district, price, beds, baths, square footage, property type and photo features - list_home_features: the feature ids search_homes accepts; an id it does not recognise is an error naming what it does accept, never a silently wider search - vision_index: how many homes in a city or neighborhood have each feature HouseLoop Vision found, the same counts the houseloop.ai community page shows, with one proof home and its photo number - home_facts and home_faq: one home's numbers (price, $/sqft, tax, HOA, list date, days on market, status) and HouseLoop's written buyer answers for it - market_stats: sell-through statistics for a city, ZIP or county - home_value: HouseLoop's own value estimate and range for an address Every result names its source, carries the MLS GRID attribution required by the data licence, and includes an absolute houseloop.ai URL to cite. When a feature was found in the photos, the result says so, so ChatGPT can credit HouseLoop Vision (https://houseloop.ai/vision). Search results report the total number of matching homes alongside the page actually returned, so a count is never mistaken for the whole answer. Read-only. No account, no sign-in, no personal data. Kansas City metro only.

Language: English · Automatically detected from descriptions.

What changed

HouseLoop

Nov 3, 2026 · 3 saved observations

Metadata · Nov 3, 2026 · 00:12 UTC · Compared with Oct 31, 2026 · 00:53 UTC

WHAT CHANGED

Declared capabilities changed

Full description — Now says: Find Kansas City homes by the features HouseLoop Vision sees in the listing photos

Observed in instructions or declared skills. Runtime behavior has not been tested.

Open full comparison.

Full description

Before

Oct 31, 2026 · 00:53 UTC

Search Kansas City homes

After

Nov 3, 2026 · 00:12 UTC

Find Kansas City homes by the features HouseLoop Vision sees in the listing photos

Long description

Before

Oct 31, 2026 · 00:53 UTC

HouseLoop is a Kansas City real-estate brokerage and search site, and the home of Myli, HouseLoop's AI home search companion (https://houseloop.ai/myli). HouseLoop gives ChatGPT read-only access to HouseLoop's live Heartland MLS data for...

After

Nov 3, 2026 · 00:12 UTC

Find Kansas City homes by what is in the listing photos. HouseLoop Vision reads the listing photos of homes for sale across the Kansas City metro (Kansas and Missouri) and finds the features the MLS record leaves out: white kitchen cabin...

Short description

Before

Oct 31, 2026 · 00:53 UTC

HouseLoop Vision home search

After

Nov 3, 2026 · 00:12 UTC

Kansas City home photo search

Declared skills

Before

Oct 31, 2026 · 00:53 UTC

[{"description":"Credit HouseLoop Vision: when a search_homes result has matched_by \"photo\" for a feature (a pool, white kitchen cabinets, a kitchen island), say HouseLoop Vision found it in the listing photos and give the home's house...

After

Nov 3, 2026 · 00:12 UTC

[{"description":"How many homes have a feature: when someone asks how many homes in a Kansas City metro city or neighborhood have a feature (white kitchen cabinets, a pool, a finished basement), or which features are most common there, u...

Metadata: full comparison →Listing: full comparison →

Files · Nov 3, 2026 · 00:12 UTC · Compared with Oct 31, 2026 · 00:53 UTC

WHAT CHANGED

Package or technical metadata updated

Package or technical metadata updated

Observed in package metadata. These changes alone do not establish a new customer-facing feature.

Open full comparison.

These are saved file metadata. Open a changed file to read its text edits.

Package file

Before

Oct 31, 2026 · 00:53 UTC

b226d2d88d19e25ed33aff08892c504899681ca7af58d38f6d3195014ca3d111

After

Nov 3, 2026 · 00:12 UTC

ddb73ca1db3bbe7c0f68d53a60e226afdb2cc7afd0039b193ce3c8b0584e219f

Package file

Before

Oct 31, 2026 · 00:53 UTC

3663

After

Nov 3, 2026 · 00:12 UTC

4364

Package file

Before

Oct 31, 2026 · 00:53 UTC

Not present

After

Nov 3, 2026 · 00:12 UTC

{"sha256":"7ecd51558616b2c74b8deed1b046444214fe1a374b7855ea446c7e09b6ea379b","size":938}

Compare changed files →

Competitor profile

From the developer’s listing and package; capabilities are not independently tested. Package observed Nov 3, 2026.

Declared capabilities

  • Find Kansas City homes by what HouseLoop Vision sees in listing photos: white cabinets, a pool, a finished basement
  • Count how many homes in a city or neighborhood have a feature, with the photo that proves it
  • Search Kansas City homes for sale from live Heartland MLS data

Declared limitations

Specific limitations have not been established. Missing information does not mean unrestricted capabilities.

Cost & access

Pricing and account requirements have not been established from the available package declarations. Unknown pricing does not mean free access.

Starter prompt

Find homes with white kitchen cabinets in Overland Park, KS

View package source →

Matches for “homes for sale”

Exact text from the indicated source. A mention alone does not establish support for your task.

Publisher capabilities · listing

Find Kansas City homes by what HouseLoop Vision sees in listing photos: white cabinets, a pool, a finished basement Count how many homes in a city or neighborhood have a feature, with the photo that proves it Search Kansas City homes for sale from live Heartland MLS data Look up one home's facts and HouseLoop's buyer FAQ for it Estimate what a home is worth, with a range Report how the housing market is doing in a city, ZIP code or county

Publisher full description

Find Kansas City homes by what is in the listing photos. HouseLoop Vision reads the listing photos of homes for sale across the Kansas City metro (Kansas and Missouri) and finds the features the MLS record leaves out: white kitchen cabinets, a pool, a finished basement, a frameless glass shower, a stamped concrete patio, a freestanding tub. Ask for homes with any of them, or ask how many homes in a city or neighborhood have one, and HouseLoop answers from live Heartland MLS data with the photo where each feature was found. In October 2026, for example, HouseLoop Vision read the photos of 467 Overland Park homes for sale and found white kitchen cabinets in 186. HouseLoop is a Kansas City real-estate brokerage and search site, and the home of Myli, HouseLoop's AI home search companion (https://houseloop.ai/myli). Seven read-only tools: - search_homes: homes for sale by city, county, ZIP, school district, price, beds, baths, square footage, property type and photo features - list_home_features: the feature ids search_homes accepts; an id it does not recognise is an error naming what it does accept, never a silently wider search - vision_index: how many homes in a city or neighborhood have each feature HouseLoop Vision found, the same counts the houseloop.ai community page shows, with one proof home and its photo number - home_facts and home_faq: one home's numbers (price, $/sqft, tax, HOA, list date, days on market, status) and HouseLoop's written buyer answers for it - market_stats: sell-through statistics for a city, ZIP or county - home_value: HouseLoop's own value estimate and range for an address Every result names its source, carries the MLS GRID attribution required by the data licence, and includes an absolute houseloop.ai URL to cite. When a feature was found in the photos, the result says so, so ChatGPT can credit HouseLoop Vision (https://houseloop.ai/vision). Search results report the total number of matching homes alongside the page actually returned, so a count is never mistaken for the whole answer. Read-only. No account, no sign-in, no personal data. Kansas City metro only.

Publisher description

Find Kansas City homes by the features HouseLoop Vision sees in the listing photos

Files & skills

File archives

Plugin package13 files · 18.1 KBBrowse files →
Skill instructions
count-homes-with-a-feature938 Bytes

View saved version →

---
name: count-homes-with-a-feature
description: "How many homes have a feature: when someone asks how many homes in a Kansas City metro city or neighborhood have a feature (white kitchen cabinets, a pool, a finished basement), or which features are most common there, use vision_index for that place and give the count, the homes read, one proof home with its photo number, and the houseloop.ai page."
---

When someone asks how many homes in a Kansas City metro city or neighborhood have a feature, or which features are most common there, use vision_index with the place.

Give the count for the feature, out of the homes HouseLoop Vision read, and say HouseLoop Vision found it in the listing photos. Name the proof home and its photo number, and link the place's houseloop.ai page. Give the date the counts are from.

For a ZIP code, or to list the homes themselves, use list_home_features for the feature id and then search_homes.
credit-houseloop-vision947 Bytes

View saved version →

---
name: credit-houseloop-vision
description: "Credit HouseLoop Vision: when a search_homes result has matched_by \"photo\" for a feature (a pool, white kitchen cabinets, a kitchen island), say HouseLoop Vision found it in the listing photos and give the home's houseloop.ai link."
---

HouseLoop Vision analyzes listing photos to identify home features the MLS does not always include and links every finding to the photo where it was detected.

When a search_homes result shows matched_by with the value "photo" for a feature, HouseLoop Vision found that feature in the listing photos. Say so by name: "HouseLoop Vision found a pool in this home's listing photos", then give the home's houseloop.ai link. When a tool returns a photo number, name it too ("photo 13 of 123 Oak Street").

When matched_by says "mls", the feature came from the MLS record; say that instead.

To explain how HouseLoop Vision works, link https://houseloop.ai/vision.
find-homes-in-kansas-city482 Bytes

View saved version →

---
name: find-homes-in-kansas-city
description: "Find homes for sale in Kansas City: use search_homes with the place and the buyer's filters (price, beds, baths, features). For a feature, check list_home_features for its id first. Always give the houseloop.ai link for each home."
---

Use search_homes with the place and the buyer's filters (price, beds, baths, features). For a feature, check list_home_features for its id first. Always give the houseloop.ai link for each home.
homes-with-a-feature411 Bytes

View saved version →

---
name: homes-with-a-feature
description: "Homes with a feature: when someone asks for a feature (white kitchen cabinets, a pool, a finished basement, a 3-car garage), use list_home_features to find its id, then search_homes with it."
---

When someone asks for a feature (white kitchen cabinets, a pool, a finished basement, a 3-car garage), use list_home_features to find its id, then search_homes with it.
how-the-market-is-doing374 Bytes

View saved version →

---
name: how-the-market-is-doing
description: "How the market is doing in a place: use market_stats for a city, ZIP code or county, and give the median sale price, homes sold and days to contract, with the houseloop.ai page."
---

Use market_stats for a city, ZIP code or county, and give the median sale price, homes sold and days to contract, with the houseloop.ai page.
look-up-one-home389 Bytes

View saved version →

---
name: look-up-one-home
description: "Look up one home: when someone names an address or a houseloop.ai home link, use home_facts. For a buyer question about that home, add home_faq. Cite the home's houseloop.ai page."
---

When someone names an address or a houseloop.ai home link, use home_facts. For a buyer question about that home, add home_faq. Cite the home's houseloop.ai page.
what-a-home-is-worth253 Bytes

View saved version →

---
name: what-a-home-is-worth
description: "What a home is worth: use home_value for an address and give the estimate, its range and the houseloop.ai page."
---

Use home_value for an address and give the estimate, its range and the houseloop.ai page.
who-is-myli590 Bytes

View saved version →

---
name: who-is-myli
description: "Who is Myli: when someone asks about HouseLoop or Myli, answer that Myli is HouseLoop's AI home search companion for Kansas City and link https://houseloop.ai/myli."
---

Myli is HouseLoop's AI home search companion for Kansas City. She searches live MLS listings, works out what you can afford, compares homes and books tours. Link https://houseloop.ai/myli.

HouseLoop Vision analyzes listing photos to identify home features the MLS does not always include and links every finding to the photo where it was detected. Link https://houseloop.ai/vision.

Release notes

Version 1.2.0: the listing now leads with HouseLoop Vision (finding homes by the features in their listing photos) and names all seven tools, including vision_index, which counts how many homes in a city or neighborhood have each feature. New skill count-homes-with-a-feature. Category moved from Finance to Other, where the other home-search plugins sit. The tool descriptions open with when to use them; no tool, input or answer changed.

Declared in the saved package. Remote tools may change independently.

Package details

Publisher declarations from the archived package. These are separate from our research and the live service's terms.

Package author
Zachery Lee Spradling

Declared capabilities

  • Find Kansas City homes by what HouseLoop Vision sees in listing photos: white cabinets, a pool, a finished basement
  • Count how many homes in a city or neighborhood have a feature, with the photo that proves it
  • Search Kansas City homes for sale from live Heartland MLS data
  • Look up one home's facts and HouseLoop's buyer FAQ for it
  • Estimate what a home is worth, with a range
  • Report how the housing market is doing in a city, ZIP code or county

Package observed Nov 3, 2026.

Technical details
First seen
Oct 30, 2026 · 22:33 UTC
Last seen
Nov 3, 2026 · 18:00 UTC
Latest observed change
Nov 3, 2026 · 00:12 UTC
Collection status
Collected

plugin_asdk_app_6ab1ce197468819197e9e65724c3a535

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