io.github.malkreide/zh-education-mcp
PYPI · ZH-EDUCATION-MCP
Canton and City of Zurich education data: schools, statistics, infrastructure
Available components
Last scanned (21 hours ago)
Scores higher than 97% of PyPI servers
Category Education and Research
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 34 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to malkreide/zh-education-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 45 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability82
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 1637 tokens (~163/item across 10 items; 8 tools + 2 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Nov 26 0
- Stability: 0.97 → pass security
- 1 Nov 26 0
- Stability: pass → 0.97 functional
- 30 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 26 Oct 26 0
- Stability: 0.97 → pass security
- 25 Oct 26 0
- Stability: pass → 0.97 functional
- 20 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- 19 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 18 Oct 26 −15
- Malware scan: pass → unverified ▼ security
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/zh-education-mcp@0.3.0
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | malkreide/zh-education-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/malkreide/zh-education-mcp/.github/workflows/publish.yml@refs/tags/v0.3.0 |
| Rekor log index | 2893236068 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:376d1843dbd45b801466576a46cdfd58b8efe43c39039de729ebe07feb91d64d |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 34 packages
| Packages resolved | 34 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
zh_edu_list_schulgemeinden ~137
Listet alle Schulgemeinden und Schulkreise im Kanton Zürich auf. Extrahiert die eindeutigen Schulgemeinden aus den Sekundarstufe-I-Daten. Nützlich als Einstieg, um gültige Namen für andere Tools zu finden. Args: params (ListSchulgemeindensInput): - suchbegriff (str | None): Filter nach Teilstring (z. B. 'Zürich') - response_format: 'markdown' oder 'json' Returns: str: Alphabetische Liste aller Schulgemeinden.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_maturitaetsquote ~142
Zeigt die gymnasiale Maturitätsquote nach Gemeinde, Bezirk und Kanton. Die Maturitätsquote berechnet sich als Anteil der gymnasialen Abschlüsse an der 19-jährigen Wohnbevölkerung einer Gemeinde. Args: params (MaturitaetsquoteInput): - gemeinde (str | None): Gemeindename filtern - bezirk (str | None): Bezirk filtern - response_format: 'markdown' oder 'json' Returns: str: Maturitätsquoten-Tabelle mit Abschlüssen und Quote pro Gemeinde.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_mittelschulen ~146
Zeigt Statistiken zu Mittelschulen (Gymnasium, FMS, HMS) im Kanton Zürich. Umfasst Lernendenzahlen nach Mittelschultyp, Bildungsart, Geschlecht und Staatsangehörigkeit. Args: params (MittelschulenInput): - mittelschultyp (str | None): Schultyp filtern (z. B. 'Gymnasium') - jahr (int | None): Bestimmtes Jahr (leer = aktuellstes) - response_format: 'markdown' oder 'json' Returns: str: Mittelschulstatistiken nach Typ und Bildungsart.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_overview ~151
Gibt eine kantonsweite Übersicht aller Lernenden nach Stufe, Typ und Geschlecht. Datenquelle: BISTA-Übersicht aller Lernenden im Kanton Zürich. Umfasst Primarstufe, Sekundarstufe I, Sekundarstufe II und Tertiärstufe. Args: params (UebersichtInput): - jahr (int | None): Bestimmtes Jahr (leer = aktuellstes) - stufe (str | None): Filter nach Schulstufe - response_format: 'markdown' oder 'json' Returns: str: Übersichtstabelle mit Lernenden nach Stufe und Schultyp.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_schulkreis_trend ~164
Zeigt den Lernenden-Trend für eine Schulgemeinde / einen Schulkreis. Liefert die Entwicklung der Lernendenzahlen (Sek I) über die letzten N Jahre, aufgeschlüsselt nach Anforderungstyp (Sek A, Sek B, Sek C etc.). Args: params (SchulkreisTrendInput): - schulgemeinde (str): Name der Schulgemeinde (z. B. 'Zürich-Letzi') - letzte_n_jahre (int): Anzahl Jahre rückwärts (Standard: 5) - response_format: 'markdown' oder 'json' Returns: str: Trend-Übersicht mit Jahresvergleich und Gesamtentwicklung.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_sek1_profil ~164
Zeigt das Sek-I-Profil einer Schulgemeinde (Anforderungstypen A/B/C). Schlüsselt die Lernenden der Sekundarstufe I nach Anforderungstyp auf: Sek A (höchste Anforderungen), Sek B, Sek C, Mittelschule, Sonderklassen. Args: params (Sek1ProfilInput): - schulgemeinde (str): Schulgemeinde (z. B. 'Zürich-Letzi') - jahr (int | None): Bestimmtes Jahr (leer = aktuellstes) - response_format: 'markdown' oder 'json' Returns: str: Profil mit Anzahl und Anteil pro Anforderungstyp.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_staatsangehoerigkeiten ~170
Zeigt die Staatsangehörigkeitsstruktur der Lernenden einer Schulgemeinde. Liefert die häufigsten Nationalitäten der Schüler·innen in einer Schulgemeinde, inkl. ISO2-Ländercode und Anteil. Args: params (StaatsangehoerigkeitInput): - schulgemeinde (str): Schulgemeinde (z. B. 'Zürich-Letzi') - top_n (int): Anzahl Top-Nationalitäten (Standard: 10) - jahr (int | None): Bestimmtes Jahr (leer = aktuellstes) - response_format: 'markdown' oder 'json' Returns: str: Rangliste der häufigsten Nationalitäten mit Anteil.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
zh_edu_wohnort_trend ~163
Zeigt die Entwicklung der Lernendenzahlen nach Wohnort (Bezirk/Gemeinde). Basiert auf dem Wohnort der Lernenden, nicht dem Schulort. Aufschlüsselung nach Gebietstyp (Kanton, Bezirk, Gemeinde) und Schulstufe. Args: params (WohnortTrendInput): - gebiet (str | None): Gebietsbezeichnung filtern - stufe (str | None): Schulstufe filtern - letzte_n_jahre (int): Anzahl Jahre (Standard: 5) - response_format: 'markdown' oder 'json' Returns: str: Trend-Tabelle der Lernenden nach Wohnort und Stufe.
| Name | Type | Req | Description |
|---|---|---|---|
| params | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
How do I install the io.github.malkreide/zh-education-mcp server?
io.github.malkreide/zh-education-mcp runs locally as a PyPI package, launched with uvx zh-education-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · zh-education-mcp
claude mcp add malkreide-zh-education-mcp -- uvx zh-education-mcp
What is the io.github.malkreide/zh-education-mcp server?
io.github.malkreide/zh-education-mcp is listed in the public MCP registry as io.github.malkreide/zh-education-mcp. Canton and City of Zurich education data: schools, statistics, infrastructure. This page covers its PyPI package (zh-education-mcp).
Is the io.github.malkreide/zh-education-mcp server safe to use?
io.github.malkreide/zh-education-mcp scores 94 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.malkreide/zh-education-mcp server expose?
io.github.malkreide/zh-education-mcp exposes 8 tools: zh_edu_list_schulgemeinden, zh_edu_schulkreis_trend, zh_edu_overview, zh_edu_sek1_profil, zh_edu_staatsangehoerigkeiten, and 3 more. Their descriptions and schemas cost roughly 1,237 tokens of context every time the server is loaded.
Is the io.github.malkreide/zh-education-mcp server still maintained?
io.github.malkreide/zh-education-mcp is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.malkreide/zh-education-mcp server under?
io.github.malkreide/zh-education-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.