SchoolScope

warnings

mcp.schoolscope.co

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

https://mcp.schoolscope.co/mcpWebsiteOAuthMCP 2025-11-25v3.4.0last checked 24 Aug 2026spoke MCP on 2 of 2 checks (30 days)initialize in 898 ms

How to authenticate

Checked against the endpoint by our probe on 24 Aug 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme	OAuth
Issuer	https://schoolscope.co/api/auth
Dynamic client registration	✓Advertised (RFC 7591)
Client ID Metadata Document	✕Not advertised
PKCE	✓S256
Grant types	authorization_code, client_credentials, refresh_token
Scopes	openid, profile, email, offline_access, schools:read, watchlist:read, watchlist:write
Protected-resource metadata	✓Published (RFC 9728)
Anonymous access	Handshake succeeds; 7 tools listable
Credentials demanded in prose	✕my_watchlist These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.
Documentation	https://schoolscope.co/developers

What the probe found

warningTools needing credentials are listed without a challenge

1 of the 7 tools listed anonymously say in their own descriptions that they need an account or a key (my_watchlist), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

7 tools usable without signing in

The server exposes a public surface before authorization: find_schools, school_profile, feeder_path, compare_schools, district_profile, similar_schools, my_watchlist.

Tools

compare_schoolsdistrict_profilefeeder_pathfind_schoolsmy_watchlistschool_profilesimilar_schools

Contract history

24 Aug 2026v3.4.0first recorded contract

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Status badge

Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.

[![MCP status](https://mcpi.app/servers/schoolscope/badge.svg)](https://mcpi.app/servers/schoolscope)