SchoolScope

co.schoolscope/mcp · v3.4.0

California school data for AI agents — scores, profiles, comparisons, feeder paths, UC pipelines.

MCPremoteno credentials

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 7 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 73/100

What it does: 7 tools · 7 read, 0 write · Weather

Test call find_schools: failed — tool error: Nothing to search on. Give a `query`, a `zip`, a `near` point, or a `level` for a top list. (1,219 ms)

How the rating is made

Answers without login: +30
Speed of first answer: +6
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +7
Read/write annotations: +5
Safe test call: 0
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://mcp.schoolscope.co/mcp

Tools

7 tools listed at last check

find_schools Find California schools four ways, whichever fits the question: free text over school/city/district names (`query`), inside a zip code (`zip`), within a radius of a place or coordinate (`near`), or the top-ranked schools at one level (`level` alone). Returns band, Scope Score, archetype and profile
school_profile The full SchoolScope profile for one school by slug: verdict and archetype, Scope Score with band and percentile per level, CAASPP exceeded/met split, cohort growth (school-by-grade aggregates two years apart, in SBAC scale-score points, reported as a 0-100 index centred on the state average), clima
feeder_path The K-12 feeder path for a school: which schools students typically arrive from, where they go next, and — for elementary/middle schools — the endpoint high school with its graduation and college-going outcomes. Boundary-based (NCES SABS), shown alongside scores, never inside them.
compare_schools Compare 2-4 public schools side by side: band, Scope Score, exceeded/met split, cohort growth (aggregate school-by-grade cohorts across the grade span, as a 0-100 index centred on the state average), climate. A school with no cohort comparison reports no growth figure rather than a substitute — trea
district_profile A California district roll-up: average Scope Score and absenteeism across the district plus every scored school ranked by level. Match by district name.
similar_schools Schools serving a similar student population to a given school — same level, comparable free/reduced-lunch share and enrollment size — with the subject's standing among them. This is the fair comparison: a raw ranking largely reflects who enrolls, so a school's position against demographic peers say
my_watchlist Return the schools the authenticated user has saved on SchoolScope. Requires the `watchlist:read` OAuth scope.

Badge

Markdown for your README

[![Connect-MCP](https://clawy.uk/mcp/badge/co.schoolscope/mcp.svg)](https://clawy.uk/mcp/s/co.schoolscope/mcp)

Website