
Motley NYC
by Hypno Labs(Community)
Visitor takeaway
58/100
Fair AI-discovery coverage across description, prompts, keywords, visuals, tool metadata, health, and freshness.
Routing category
Needs category
This listing is missing a primary category, which weakens browse placement and AI recommendation routing.
Connector evidence
Reachable
Tedix can reach this MCP endpoint and can show live capability evidence when tools are discovered.
Directory freshness
1d ago
Catalog metadata was refreshed 1d ago (October 22, 2026).
Description
Find the right New York City school, and the neighborhood around it. Motley NYC answers families' questions from Motley's data on all 262 NYC neighborhoods and on public, charter and private K-12 schools across the five boroughs. What you can ask: - Which neighborhoods fit what matters to your family, ranked by your priorities (playgrounds near home can count too) or compared side by side - How each neighborhood score is computed, and lists of neighborhoods and schools picked by a stated rule - A plain-language fit summary for any neighborhood, with safety and health indicators, playgrounds, libraries, accessible subway stations and kids' activities nearby - Which elementary school is zoned for an address - Schools by borough, district, grade level, type, admission method or program focus, or a specific school by name - How NYC admissions works from 3-K through high school (zoned, screened, audition, SHSAT, lotteries and more) and what each method asks of a family - How a specific school admits students: its method, programs, seats, and applicant counts where NYC publishes them - Which applications are coming for each child's grade, and when What to know: - New York City only. - No account or sign-in. Every tool only reads; nothing is saved or changed. - To find a zoned school or place an address, the address you type is sent to NYC Planning's GeoSearch to locate it. - At elementary level, in-zone students get a guaranteed seat. Some areas, like all of District 1, have no zoned school. - We never estimate a family's odds of admission. Seats and applicant counts come from NYC MySchools; the competitiveness band beside them is Motley's own reading, not a DOE rating. Most middle schools, and all charter and private schools, have no published applicant counts. - Neighborhood scores carry the date they were computed. Admission dates are the city's published dates where it has announced them; otherwise we give the usual window and say so. - Answers link to each neighborhood's and school's page on motley.nyc.
Capabilities
No special capabilities listed
AI Agent Discovery
Motley NYC is indexed by Tedix as a structured ai application listing for AI assistants, search crawlers, and users comparing agent-ready apps.
- Motley NYC has no primary catalog category yet; Tedix treats this as a routing gap for browse and recommendation surfaces.
- Developer: Hypno Labs.
- Connector type: AI-Powered App.
- Current connector status: Connected.
- Observed distribution channels: chatgpt.
- Available regions: US, FR, GB, ES, KR, IN.
Use this page to understand whether Motley NYC is relevant for general AI app workflows in AI assistants.
For MCP discovery, this listing helps crawlers connect Motley NYC to tool, resource, prompt, and server-health signals instead of treating it as a generic directory entry.
The canonical Tedix directory URL is https://tedix.dev/apps/motley-nyc/.
Crawlable Profile
Source and availability
Tedix identifies Motley NYC from Upstream Mcp tool source; Store sources: ChatGPT app store; Distribution: Ecosystem Directory; Tenant install: A platform catalog operator must create or reconcile the base app before tenants can install this entry.. Availability is reported for US, FR, GB, ES, KR, IN.
- ChatGPT app storeAuth not flagged · RELEASED · US, FR, GB, ES, KR, IN
Auth, tools, and actions
Authentication: Open Access. No special capability flags are currently listed. Current MCP inventory reports 21 tools, 3 resources, and 3 prompts.
- browse-schools · Read-only action
Find NYC schools citywide by what a family wants — borough, community school district (1-32), grade band (pre-K/elementary/middle/high), school type (public/charter/private), admissions method (zoned, screened, unscreened, limited unscreened, ed-opt, audition, SHSAT, charter lottery, private, universal pre-K), and program focus (arts, sports, STEM, language, academic, clubs). Use this when the family describes the KIND of school they want; use get-schools when you already have an nta_code and want everything in that neighborhood. Pass only the filters actually stated — at least one is required, and an invented one returns nothing. Program focus is tagged on public and charter schools only. Each school carries its Motley ratings out of 100 (ratings_note says how each is built), and url opens the same browse on motley.nyc. New York City only: for schools in any other city, don't call this; say Motley NYC covers New York City.
- compare-neighborhoods · Read-only action
Compare 2–6 NYC neighborhoods side by side across the 9 family-fit metrics (Family Fit, Families, Affordability, Schools, Neighborhood Character, Transit, Safety, Health, Activities). Pass an array of NTA codes; returns a per-metric matrix with each neighborhood's band and the per-metric leader, plus weekday-morning transit minutes from each to the city's main job centers. Non-residential areas aren't scored and are dropped.
- explain-admissions-method · Read-only action
Explain one NYC admission entry point or method in full — the plain-English explainer, its typical deadline window, and, when the method asks a family for more than a ranked application, exactly what it requires (audition or portfolio, SHSAT registration, a demonstrated-interest sign-in, a private school's own test/interview track) plus the extra paperwork that comes with it. Pass a method key (shsat, audition, screened, ed_opt, limited_unscreened, unscreened, zoned, charter_lottery, private_admissions, prek_universal) or an early entry point (three-k, pre-k, kindergarten, gifted-talented).
- explain-score · Read-only action
Use this when a family asks how one of Motley's scores is computed — a neighborhood score (Family Fit, Schools, Safety / Peace of Mind, Affordability, Getting Around, Neighborhood Character, Air & Child Health, Things to Do) or the school rating — or whether the scores are biased toward wealthier areas. Returns what the score measures, its inputs and weights, how they combine, its share of Family Fit, its known limits, its sources, and how it moves with neighborhood income (Spearman's ρ with median household income). Relay the income figure plainly; don't reassure past it.
- find-collections · Read-only action
Use this when a family asks for lists of NYC schools or neighborhoods picked by a rule rather than a ranking: zoned schools that beat their district while serving high-need students; high school programs with more seats per applicant; schools where no group is a majority and families rate them highly (kind 'schools'); or affordable family neighborhoods with such a school, and family neighborhoods where no single group is a majority (kind 'neighborhoods'). Optionally one borough. Each list carries its rule, its true count and its first members. State the rule; don't call members 'best' or 'hidden gems'.
- find-neighborhood · Read-only action
Find which NYC neighborhood (NTA) an address or coordinate is in. Pass a NYC address the family gave (placed with NYC's official address directory; include the borough when you know it) OR lat+lng. Returns the NTA code, name, borough, a link to the neighborhood's Motley page, and a decision-ready family-fit summary. Use this to turn a real-world location into a neighborhood you can pass to the other tools.
- find-places · Read-only action
Use this when a family asks what's in one NYC neighborhood, or where a kind of place is in it: a library, playgrounds, subway stations or bus stops, coffee, groceries, restaurants, things to do, family resources (rec centers, farmers markets), healthcare (pediatricians, urgent care, hospitals, dentists) or public, charter and private schools. Searches every place we map inside the neighborhood's boundary by name, street or kind (query), or lists every place of one kind (kind); with neither, returns what kinds of places are there, with counts. Results are grouped by category, with a link to each school's page and to the neighborhood's page, which lists every place. Use the nta_code from search-neighborhoods or find-neighborhood.
- find-school · Read-only action
Use this to turn a school's name into its DBN — the official name, a common short form ('Brooklyn Tech', 'PS 321'), or a DBN to confirm. Returns candidate schools with their district, neighborhood, admission method, Motley ratings out of 100 (ratings_note says how each is built) and Motley page; pick the one that matches and pass its dbn to get-admissions-demand. Never guess a DBN. K-12 schools only (public, charter, private).
Plus 13 additional actions in the full tool inventory.
Verification freshness
- Catalog synced1d ago (October 22, 2026)
- Connector checked6h ago (October 23, 2026)
- MCP scanned6h ago (October 23, 2026)
- Directory updated6h ago (October 23, 2026)
Publisher Intelligence
Public trust signals for visitors and practical recommendations for publishers. Use this section to understand what Tedix can verify today and what would make the app easier for AI agents to find.
Visitor takeaway
58/100
Fair AI-discovery coverage across description, prompts, keywords, visuals, tool metadata, health, and freshness.
Routing category
Needs category
This listing is missing a primary category, which weakens browse placement and AI recommendation routing.
Connector evidence
Reachable
Tedix can reach this MCP endpoint and can show live capability evidence when tools are discovered.
Directory freshness
1d ago
Catalog metadata was refreshed 1d ago (October 22, 2026).
Server Statusmotley v0.8.0
https://mcp.motley.nyc/mcpLast checked: 6h ago
Server Instructions
Motley answers families' questions about New York City neighborhoods, schools, and school admissions. Every tool is a read; no account is needed. - Resolve identifiers before using them: an nta_code from search-neighborhoods or find-neighborhood, a school DBN from find-school or browse-schools. Never invent one. - A neighborhood is not a borough, and neither is a community school district. - When a tool can't answer (a not-found reason, a message, an empty result), relay its reason rather than guessing. - Never estimate a family's odds of admission. Applicant counts come from NYC MySchools; the competitiveness band is Motley's own, not a DOE rating. - Scores carry an as-of date (scores_as_of) and the method that made them (scores_version); mention the date when freshness matters. For how a score is computed, call explain-score or link the methodology: https://motley.nyc/data/methodology. - Parks, cemeteries, airports and institutions aren't scored. When an answer carries scores_note, relay it instead of treating the area as a neighborhood. - When citing a neighborhood or school, link its url. - rank-neighborhoods counts only what it lists: say plainly that any unrecognized_priorities, and any factor with counted false, added nothing. Its playground factor is the share of homes within a 10-minute walk of a playground, not a parks score.
Technical Details
Tools(21)
Showing 21 of 21 tools
| Flags | Test | ||||
|---|---|---|---|---|---|
browse-schools | Find NYC schools citywide by what a family wants — borough, community school district (1-32), grade band (pre-K/elementary/middle/high), school type (public/charter/private), admissions method (zoned, screened, unscreened, limited unscreened, ed-opt, audition, SHSAT, charter lottery, private, universal pre-K), and program focus (arts, sports, STEM, language, academic, clubs). Use this when the family describes the KIND of school they want; use get-schools when you already have an nta_code and want everything in that neighborhood. Pass only the filters actually stated — at least one is required, and an invented one returns nothing. Program focus is tagged on public and charter schools only. Each school carries its Motley ratings out of 100 (ratings_note says how each is built), and url opens the same browse on motley.nyc. New York City only: for schools in any other city, don't call this; say Motley NYC covers New York City. | read-only | Not tested | — | — |
compare-neighborhoods | Compare 2–6 NYC neighborhoods side by side across the 9 family-fit metrics (Family Fit, Families, Affordability, Schools, Neighborhood Character, Transit, Safety, Health, Activities). Pass an array of NTA codes; returns a per-metric matrix with each neighborhood's band and the per-metric leader, plus weekday-morning transit minutes from each to the city's main job centers. Non-residential areas aren't scored and are dropped. | read-only | Not tested | — | — |
explain-admissions-method | Explain one NYC admission entry point or method in full — the plain-English explainer, its typical deadline window, and, when the method asks a family for more than a ranked application, exactly what it requires (audition or portfolio, SHSAT registration, a demonstrated-interest sign-in, a private school's own test/interview track) plus the extra paperwork that comes with it. Pass a method key (shsat, audition, screened, ed_opt, limited_unscreened, unscreened, zoned, charter_lottery, private_admissions, prek_universal) or an early entry point (three-k, pre-k, kindergarten, gifted-talented). | read-only | Not tested | — | — |
explain-score | Use this when a family asks how one of Motley's scores is computed — a neighborhood score (Family Fit, Schools, Safety / Peace of Mind, Affordability, Getting Around, Neighborhood Character, Air & Child Health, Things to Do) or the school rating — or whether the scores are biased toward wealthier areas. Returns what the score measures, its inputs and weights, how they combine, its share of Family Fit, its known limits, its sources, and how it moves with neighborhood income (Spearman's ρ with median household income). Relay the income figure plainly; don't reassure past it. | read-only | Not tested | — | — |
find-collections | Use this when a family asks for lists of NYC schools or neighborhoods picked by a rule rather than a ranking: zoned schools that beat their district while serving high-need students; high school programs with more seats per applicant; schools where no group is a majority and families rate them highly (kind 'schools'); or affordable family neighborhoods with such a school, and family neighborhoods where no single group is a majority (kind 'neighborhoods'). Optionally one borough. Each list carries its rule, its true count and its first members. State the rule; don't call members 'best' or 'hidden gems'. | read-only | Not tested | — | — |
find-neighborhood | Find which NYC neighborhood (NTA) an address or coordinate is in. Pass a NYC address the family gave (placed with NYC's official address directory; include the borough when you know it) OR lat+lng. Returns the NTA code, name, borough, a link to the neighborhood's Motley page, and a decision-ready family-fit summary. Use this to turn a real-world location into a neighborhood you can pass to the other tools. | read-only | Not tested | — | — |
find-places | Use this when a family asks what's in one NYC neighborhood, or where a kind of place is in it: a library, playgrounds, subway stations or bus stops, coffee, groceries, restaurants, things to do, family resources (rec centers, farmers markets), healthcare (pediatricians, urgent care, hospitals, dentists) or public, charter and private schools. Searches every place we map inside the neighborhood's boundary by name, street or kind (query), or lists every place of one kind (kind); with neither, returns what kinds of places are there, with counts. Results are grouped by category, with a link to each school's page and to the neighborhood's page, which lists every place. Use the nta_code from search-neighborhoods or find-neighborhood. | read-only | Not tested | — | — |
find-school | Use this to turn a school's name into its DBN — the official name, a common short form ('Brooklyn Tech', 'PS 321'), or a DBN to confirm. Returns candidate schools with their district, neighborhood, admission method, Motley ratings out of 100 (ratings_note says how each is built) and Motley page; pick the one that matches and pass its dbn to get-admissions-demand. Never guess a DBN. K-12 schools only (public, charter, private). | read-only | Not tested | — | — |
get-activities | Get kids' activities and businesses in a neighborhood — classes, sports, arts, tutoring, etc. Use count_only for category breakdown, or limit/offset to page the full list (reports total/returned). Each place's last_refreshed is when we last confirmed it was still listed. | read-only | Not tested | — | — |
get-admissions-demand | Use this when a family asks how a specific school admits students or how hard it is to get in. Returns the school's admission method in full (what it asks of a family, and when), its programs with seats and who may apply, and — where NYC MySchools publishes them — seats vs. applicants per program with a competitiveness band that is Motley's own, not a DOE rating. Most middle schools, and all charter and private schools, have no applicant counts. The counts describe the whole applicant pool: never turn them into a family's odds, chance or percentage, even when asked for one. Needs a DBN; resolve a name with find-school first. | read-only | Not tested | — | — |
Discoverability Score
Fair
58 / 100
How easily AI agents can find this app from its current catalog metadata.
- Description quality20/20
- Example prompts0/20
- Keyword coverage0/15
- Category clarity0/5
- Tool metadata20/20
- Visual assets8/20
- Endpoint health10/10
- Data freshness15/15
How to Improve
Add at least 2 example prompts. Prompt examples strongly improve app matching and click-through intent.
Increase keyword coverage (discovery + trigger) to improve retrieval for long-tail queries.
Choose a primary catalog category so visitors and AI agents can route this app into the right browse and recommendation surfaces.
Add at least 2 screenshots that show real workflows to increase confidence and conversion.
Technical Details
- Status
- ENABLED
- Type
- AI-Powered App
- Auth
- Open Access
- Listed on
- ChatGPT
- Added
- October 21, 2026
- Last synced
- 1d ago
- Last checked
- 6h ago
- Version
- 0.8.0
- Distribution
- Ecosystem Directory