SchoolScope

co.schoolscopePublished by schoolscope.coOfficial publisherv3.7.0Updated Nov 3, 2026

California school data for AI agents — scores, comparisons, feeder paths, TK ages, applications.

VerifiedStreamable HTTPWeb executableLocation & LifestyleData & Analytics

Overview

SchoolScope's hosted MCP server (mcp.schoolscope.co), published by schoolscope.co; no sign-in required; Streamable HTTP; 10 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Publisher
schoolscope.co
Endpoint
mcp.schoolscope.co
Last checked

Installation

In SourceWeft

  1. Open SchoolScope in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/co.schoolscope%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "schoolscope": {
      "type": "http",
      "url": "https://mcp.schoolscope.co/mcp"
    }
  }
}

Tools

10

find_schools

Find California 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 URL for each match. Private schools are flagged and never ranked — they have no state testing data. Supply exactly one of query, zip or near; or none plus a level for a top list. Set `tk: true` to limit any of these searches to schools with active transitional kindergarten (TK) enrollment — a filter that composes with query, zip, near and level, and every result carries a `hasTk` field. Set `type` to `charter` to list only charter schools (they admit by application and lottery, not by address), `standard` for district-run public schools, or `private`; like `tk`, it composes with every mode.

Parameterstkzipneartypelevellimitqueryradius_miles

school_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), climate (absenteeism, suspension, ELPAC), equity gaps by student group, teacher stability, and — for high schools — graduation, college destinations, UC admissions history, AP courses, and IB programmes. Also answers "is this school improving?" with a year-over-year table of statewide percentile and the underlying rates; the Scope Score is excluded there because it is normalised within each year and is not comparable across them. For public schools it also returns the profile's own `answer` (one sentence about all students, each subject against California's rate for the same grades), up to three selected `takeaways` (each with figures, comparisons, a question where one applies, and a generated receipt naming source, year, grades, population, n and how the comparison was built), and `studentGroups` (every group by income, race or ethnicity, language and disability with 30+ students tested in each subject, against the same group in the same grades in the district and statewide). Current data year 2026.

Parametersslugrequired

feeder_path

K-12 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 (the district's own published boundaries where we have them, else NCES SABS 2015-16), shown alongside scores, never inside them.

Parametersslugrequired

compare_schools

Compare schools

Compare 2-4 public schools side by side: band, Scope Score and percentile, exceeded/met split, cohort growth (aggregate school-by-grade cohorts across the grade span, as a 0-100 index centred on the state average), and CDE's reported chronic absenteeism and suspension rates, each labelled with its year. High schools add graduation, a-g completion, college-going, UC admissions, AP courses and IB programmes. A school with no cohort comparison reports no growth figure rather than a substitute; that is missing evidence, not flat growth. Schools are only comparable within the same level (elementary/middle/high are separate rankings). Private schools cannot be compared — they have no state testing data.

Parametersslugsrequired

district_profile

District profile

A California district roll-up, level by level: each level's average Scope Score, percentile, exceeded-standard share and CDE chronic absenteeism across its comprehensive schools, and every scored school ranked within its level. Elementary, middle and high are never averaged or ranked together. Continuation and alternative schools are listed apart, unnumbered, because they are ranked only within their own peer class. Match by district name.

Parametersdistrictrequired

similar_schools

Similar schools

Schools serving a similar student population to a given school — same level, same peer class, 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 says far more about the school itself than its statewide rank does. Public schools only.

Parametersslugrequiredlimit

my_watchlist

My saved schools

The schools the authenticated user has saved on SchoolScope, newest first, each with its band, Scope Score and percentile at its lead level and the nearest upcoming published application date with the page it was read from. Private schools are listed unscored. Requires the `watchlist:read` OAuth scope.

Takes no parameters.

my_applications

My applications

The authenticated user's SchoolScope application tracker for 2027–28, in the order schools were added: each school's door (how it takes applications), status, the nearest upcoming published application date with the page it was read from, the family's own upcoming dates, and their note. Requires the `applications:read` OAuth scope.

Takes no parameters.

track_application

Track an application

Adds a school to the authenticated user's SchoolScope application tracker, or changes the status or note of a school already on it. A new entry takes the school's door and how-to-apply line from SchoolScope's record and starts at "planning" ("Planning to apply") unless a status is given. It changes the user's saved list. Statuses, in order: planning ("Planning to apply"), applied ("Applied"), confirmed ("Confirmation checked"), waiting ("Waiting for the lottery or letter"), offer ("Offered a seat"), waitlisted ("Waitlisted"), accepted ("Accepted"), declined ("Declined"). A list holds at most 30 schools. Requires the `applications:write` OAuth scope.

Parametersnoteslugrequiredstatus

start_age

TK and kindergarten start age

Which school year a California child is transitional kindergarten (TK) or kindergarten age, from a birth month and year, under California Education Code § 48000 (TK: fourth birthday by September 1; kindergarten: fifth birthday on or before September 1). The birth day matters only in September, where September 1 and September 2–30 fall on different sides of the cutoff; without it, both outcomes are given. With a district, it adds that district's upcoming choice-window dates SchoolScope holds.

Parametersdistrictbirth_daybirth_yearrequiredbirth_monthrequired

Version history

3
  1. v3.7.0LatestNov 3, 2026
  2. v3.5.2Oct 30, 2026
  3. v3.4.0Sep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.