MCP App Store
by KeenEthics

Overview

Atly scores close to 2 million places against more than 1,400 specific intents — work friendly, gluten free, great cappuccino, dog friendly, good for a first date — using what real reviewers say, and keeps the statements behind every score. Ask for what you actually want and get a ranked shortlist with a 0–10 score per intent, quotable statements from reviews, and a link to each place. Many gluten-free results carry a safety rating, such as dedicated kitchen or cross-contamination risk. Search by city, neighborhood, or coordinates with a radius. Coverage is densest in the United States, with pockets in Mexico, Israel and Thailand. Claude never invents a place: every result comes from a live Atly lookup, and when Atly has no coverage or no matching concept, it says so.

Tools

get_api_key

ChatGPT
Show my key, tier and remaining quota Who am I and how much quota is left. Works without a key too (then it describes the anonymous allowance for your IP).

get_docs

ChatGPT
Read the documentation Returns the API guide as Markdown: what each operation is for, how to turn a user's request into category ids and a location, request and response shapes, how to read scores. Call this once per session.

get_place

ChatGPT
Everything about one place Full detail for a place id from search_places: profile, hours, all category scores, up to eight quotable statements, good-to-know facts, gluten-free identity when known, and the canonical Atly URL to cite.

list_areas

ChatGPT
List supported areas Cities, neighborhoods and states Atly covers — densest in the United States, with pockets in Mexico, Israel and Thailand — each with an id you can pass to search, a center, a bounding box when known, and how many places it holds. Filter with q (substring of the name) and level (city, neighborhood, state). Results are ordered by place count.

list_categories

ChatGPT
List intent categories The intent taxonomy: cuisines, dishes, features ("Wifi", "Outdoor Seating"), vibes ("Cozy", "Lively"), occasions ("First Date", "Group Dinner"), diets ("Gluten Free", "Keto") and more. Map the user's words to category ids before searching. Filter with q, one concept per call — exact and prefix matches rank first, then substrings and keywords; plurals, hyphens and small typos are tolerated — or fetch once without q and cache the full list.

search_places

ChatGPT
Find places for an intent near a location The core call. Give one or more category ids (from list_categories; all must match) and a location — either an area_id from list_areas or coordinates with a radius — and get places ranked by Atly's score for those categories, each with quotable reasons from real reviews, a link to cite, and freshness. Scores are 0–10 and relative to the area; a place with no score is unmeasured, not bad. If no place matches every category, trailing categories are dropped until something does (the first is never dropped), and dropped_categories says which. Ranking considers the strongest 100 candidates by Atly's base score. Scores are relative to other places in the same country.

submit_feedback

ChatGPT
Tell us how a call went Reference the call_id of any earlier response and say whether it helped, and optionally why, in a sentence about the result — what was right, missing or wrong. Do not include the user's words, the conversation, or anything about the person. One row per caller per call; lightly rate-limited.

get_api_key

Claude
Show my key, tier and remaining quota Who am I and how much quota is left. Works without a key too (then it describes the anonymous allowance for your IP).

get_docs

Claude
Read the documentation Returns the API guide as Markdown: what each operation is for, how to turn a user's request into category ids and a location, request and response shapes, how to read scores. Call this once per session.

get_place

Claude
Everything about one place Full detail for a place id from search_places: profile, hours, all category scores, up to eight quotable statements, good-to-know facts, gluten-free identity when known, and the canonical Atly URL to cite.

list_areas

Claude
List supported areas Cities, neighborhoods and states Atly covers — densest in the United States, with pockets in Mexico, Israel and Thailand — each with an id you can pass to search, a center, a bounding box when known, and how many places it holds. Filter with q (substring of the name) and level (city, neighborhood, state). Results are ordered by place count.

list_categories

Claude
List intent categories The intent taxonomy: cuisines, dishes, features ("Wifi", "Outdoor Seating"), vibes ("Cozy", "Lively"), occasions ("First Date", "Group Dinner"), diets ("Gluten Free", "Keto") and more. Map the user's words to category ids before searching. Filter with q, one concept per call — exact and prefix matches rank first, then substrings and keywords; plurals, hyphens and small typos are tolerated — or fetch once without q and cache the full list.

search_places

Claude
Find places for an intent near a location The core call. Give one or more category ids (from list_categories; all must match) and a location — either an area_id from list_areas or coordinates with a radius — and get places ranked by Atly's score for those categories, each with quotable reasons from real reviews, a link to cite, and freshness. Scores are 0–10 and relative to the area; a place with no score is unmeasured, not bad. If no place matches every category, trailing categories are dropped until something does (the first is never dropped), and dropped_categories says which. Ranking considers the strongest 100 candidates by Atly's base score. Scores are relative to other places in the same country.

submit_feedback

Claude
Tell us how a call went Reference the call_id of any earlier response and say whether it helped, and optionally why, in a sentence about the result — what was right, missing or wrong. Do not include the user's words, the conversation, or anything about the person. One row per caller per call; lightly rate-limited.

Capabilities

Writes

Example Prompts

Click any prompt to copy it.

App Stats

14

Tools

3

Prompts

ChatGPT, Claude

Platforms

Works with

ChatGPT
Claude

Data refreshed daily