Atly MCP Server

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).

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 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.

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.

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.

Find places for an intent near a location The core call. Give one or more categories (exact names like "Coffee", or ids from `list_categories`; all must match) and a location — a city name or 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, a Google Maps link, whether it is open now, and when Atly added and last refreshed it. The first three also carry hours, contact and good-to-know. Scores are 0–10 and relative to other places in the same country; 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 (400 with `place_type`); `dropped_categories` lists the dropped ones as you sent them.

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.