# SchoolScope Muse connector

From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta.

## SchoolScope

Find and compare California schools by scores, location, and college outcomes.

- Record: https://musedirectory.ai/connector/schoolscope
- Category: Research & Data
- Developer: SchoolScope (https://schoolscope.co)
- Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
- Health: Working, 1485ms, checked 2026-09-28T08:30:58Z
- Endpoint: https://mcp.schoolscope.co/mcp
- Auth: No account needed; Pricing: unknown
- Screening: Screened, no issues found (2026-09-24T00:46:09Z)
- Source: Found in the official MCP Registry (co.schoolscope/mcp) https://registry.modelcontextprotocol.io/v0/servers?search=co.schoolscope%2Fmcp

Connects to California school performance data including test scores, graduation rates, college destinations, and UC admissions history. Muse can help you search schools by location or name, compare options side by side, and explore feeder paths from elementary through high school.

Example request: "Show me the top-rated high schools near my zip code and compare their graduation rates."

How to connect: Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use SchoolScope to help me. It is a free service with an MCP server at https://mcp.schoolscope.co/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Tools:
- 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, ar
- 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 s
- 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 the
- 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
- 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 d
- my_watchlist: Return the schools the authenticated user has saved on SchoolScope. Requires the `watchlist:read` OAuth scope.

Screening checks:
- MCP handshake: pass (Answered in 908ms)
- Domain against threat feeds (Cloudflare security DNS): pass (mcp.schoolscope.co, schoolscope.co not flagged)
- Published packages against the OSV malicious-package database: n/a (No npm or PyPI package published)
- Hidden instructions or invisible characters in tool text: pass (7 tools read, nothing found)
- Inputs asking for passwords, card numbers or seed phrases: pass (None found)
- Domain and redirects: pass (No redirects off the domain)
- AI review of purpose and tool behavior: pass (No concerns)