From data to decisions
Parents don’t want “ask anything about schools.” They want “help me not mess this up.” SchoolScope AI turns multi-dimensional data into personalized school decisions.
California data live now. Full national coverage coming soon.
Decision Mode
Not a blank chat box — a guided flow that asks about your kid, then matches schools to your family’s actual priorities.
Then you get a personalized match
Your child thrives with challenge — Canyon has 58% exceeding standard with strong parent involvement. The smaller campus is great for quieter kids who need a supportive community.
+5.8pp growth G3→G5 means Clover is actively building kids up. Diverse student body aligns with your priority. 8 min drive.
Score 72, balanced across all factors. Walking distance. Good fit if you want solid academics without the lottery process.
Illustrative example. School data: California Dept. of Education, CAASPP 2024–25.
Archetypes match families, not just numbers
Every school has a personality. Decision Mode maps your family’s priorities to the archetype that fits.
Kid is bored, needs ceiling raised. High exceeded %, strong top-end performance.
Kid needs to catch up. These schools add the most academic value year over year.
Balanced family priorities. No single weakness, consistently solid across all 6 factors.
Values community and belonging. Low absenteeism + suspension signals a healthy school culture.
Distribution: be where parents already ask
Parents already ask ChatGPT about schools. ChatGPT currently cites GreatSchools. Our MCP server makes SchoolScope the data source when parents ask AI anywhere — the school data complement to ATTOM’s 158M property records.
Endpoint: mcp.schoolscope.co — Streamable HTTP, OAuth 2.1 with dynamic client registration. Add it to your AI client and call any of the tools below. View server details →
Full-text search by name, city, or district — band, archetype, and profile link per match.
Public schools in a zip ranked by Scope Score; private schools listed separately, never ranked.
The full oracle answer: verdict, archetype, equity gaps, climate, and college outcomes.
Where students arrive from and where the path leads — including the endpoint high school’s outcomes.
Side-by-side comparison of 2–4 schools at the same level.
District roll-up: averages plus every scored school, ranked within level.
Top California schools at a level (elementary, middle, or high) ranked by Scope Score.
Authenticated user’s saved schools. Requires OAuth scope watchlist:read.
Scope Score methodology, archetype definitions, and data-source vintages as MCP resources.
For AI developers
OpenAPI spec
Full OpenAPI 3.0 spec. Auto-generate client SDKs in any language.
Tool-calling schemas
Function definitions for GPT, Claude, and Gemini. Copy-paste into your agent config.
LLM-optimized responses
Every response includes descriptions optimized for LLM consumption — not just raw numbers.
Get early access
Sign up to get notified when Decision Mode and the MCP server launch.