io.github.malkreide/swiss-electricity-mcp

Documentation

swiss-electricity-mcp

MCP server for Swiss electricity data — three official sources, twelve tools, zero authentication.

🌍 Read this in your language: 🇩🇪 Deutsch

Part of the Swiss Public Data MCP Portfolio — a coordinated set of MCP servers for Swiss public administration.

Anchor demo query

"How have ewz electricity tariffs for a typical school building (consumption category C3, ≈150'000 kWh/a) developed since 2019, and how do they compare to the Swiss median?"

A single conversation calls tariff_get_by_municipality (bfs_nr=261, category="C3") + tariff_get_median_swiss and returns a year-by-year comparison with full provenance — ready for a Geschäftsleitung slide.

Demo

Demo: Claude using tariff_get_by_municipality and tariff_get_median_swiss

What's inside

Three official Swiss data sources combined into one MCP server, each with its own dedicated tool group:

Source	What it provides	Provenance
Energiedashboard.ch (Bundesamt für Energie)	National production mix, consumption forecast, storage-lake fill, consumer price index	`live_api`
ElCom electricity-price cubes (via LINDAS SPARQL)	Tariffs per municipality, category, year, with full breakdown (energy + grid usage + KEV + Abgaben)	`sparql`
opendata.swiss + Stadt Zürich OGD (CKAN)	Dataset discovery for raw time series (e.g. quarter-hour NE5/NE7 consumption)	`live_api`

No authentication required. All endpoints are public Swiss OGD.

Tools (12)

`dashboard_*` — Energiedashboard.ch (BFE)

dashboard_get_production_mix — Production mix by year (TWh + %): Kernkraft, Wasserkraft, PV, Wind, thermal.
dashboard_get_consumption_forecast — Current consumption forecast + 5-day outlook + 5-year envelope.
dashboard_get_storage_lakes — Speichersee fill level (CH or per region: Wallis, Tessin, Graubünden, Zentral/Ost) — critical winter-supply indicator.
dashboard_get_consumer_price_index — Endverbraucher-Strompreis-Index (2020-01-01 = 100).

`tariff_*` — ElCom (via LINDAS SPARQL)

tariff_list_categories — H1–H8 (households) and C1–C7 (commercial). C3 ≈ 150'000 kWh/a is the typical reference for school buildings.
tariff_get_by_municipality — Tariffs for a BFS-Nr + category + year range, broken into energy / grid usage / KEV / Abgaben.
tariff_get_median_swiss — National median benchmark.
tariff_get_median_canton — Cantonal median (e.g. for Kanton Zürich).
tariff_compare_municipalities — Compare up to 20 municipalities side-by-side.

`consumption_*` — opendata.swiss + Stadt Zürich OGD

consumption_search_bfe_datasets — CKAN search across BFE-published datasets.
consumption_search_zurich — CKAN search across Stadt Zürich OGD (includes quarter-hour NE5/NE7 consumption).

Status

electricity_check_status — Liveness probe across all four upstreams (HTTP status + latency + overall-healthy flag).

Installation

From PyPI

pip install swiss-electricity-mcp

From source

git clone https://github.com/malkreide/swiss-electricity-mcp.git
cd swiss-electricity-mcp
pip install -e ".[dev]"

Use with Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "swiss-electricity": {
      "command": "swiss-electricity-mcp"
    }
  }
}

Cloud deployment (Streamable HTTP)

SWISS_ELECTRICITY_TRANSPORT=streamable-http \
SWISS_ELECTRICITY_HOST=0.0.0.0 \
SWISS_ELECTRICITY_PORT=8000 \
swiss-electricity-mcp

Works on Render.com, Railway, Fly.io.

Host binding (security). In HTTP mode the host defaults to 127.0.0.1 (loopback only). Bind to all interfaces with SWISS_ELECTRICITY_HOST=0.0.0.0 only inside a container, where the network boundary is the container, not the host. Setting 0.0.0.0 on a developer machine exposes the server to the local network (NeighborJack).

Docker

A multi-stage Dockerfile is provided. It runs as a non-root user (UID 10001) and sets SWISS_ELECTRICITY_HOST=0.0.0.0 explicitly for the containerised case.

docker build -t swiss-electricity-mcp .
docker run --rm -p 8000:8000 swiss-electricity-mcp

Observability & configuration

Env var	Default	Purpose
`SWISS_ELECTRICITY_TRANSPORT`	`stdio`	`stdio` or `streamable-http`
`SWISS_ELECTRICITY_HOST`	`127.0.0.1`	HTTP bind host (`0.0.0.0` in containers only)
`SWISS_ELECTRICITY_PORT`	`8000`	HTTP port
`SWISS_ELECTRICITY_LOG_LEVEL`	`INFO`	Log level (DEBUG/INFO/WARNING/ERROR)
`SWISS_ELECTRICITY_CORS_ORIGINS`	(empty)	Comma-separated allowed CORS origins (browser clients); never `*`
`OTEL_EXPORTER_OTLP_ENDPOINT`	(unset)	Enables OpenTelemetry tracing when set
`SWISS_ELECTRICITY_ENV`	`unknown`	`deployment.environment` resource attribute for traces

Logging is structured JSON on stderr (stdout is reserved for the stdio JSON-RPC channel). Upstream failures are logged in full server-side but masked in client-facing responses.
Tracing is opt-in. Install the extra and point it at a collector:
```
pip install "swiss-electricity-mcp[otel]"
OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4318 swiss-electricity-mcp
```
You get one span per tool call (mcp.tool.<name>) plus automatic httpx child spans for each upstream request. No argument values or PII are recorded.

Architecture

          ┌────────────────────────── MCP client (Claude etc.) ──────────────────────────┐
          │                          stdio  or  Streamable HTTP                           │
          └───────────────────────────────────────┬──────────────────────────────────────┘
                                                   │  12 read-only tools (annotated)
                                          ┌────────▼─────────┐
                                          │  FastMCP server   │  egress allow-list + HTTPS gate
                                          │  + structlog/OTel │  per-source TTL cache + retry
                                          └───┬────────┬───┬──┘
                  dashboard_* │ tariff_*      │        │   │   consumption_*
                              ▼               ▼        ▼   ▼
                  ┌───────────────────┐ ┌───────────┐ ┌──────────────┐ ┌─────────────────────┐
                  │ Energiedashboard  │ │  LINDAS   │ │ opendata.swiss│ │ data.stadt-zuerich.ch│
                  │ .admin.ch (BFE)   │ │  SPARQL   │ │   CKAN        │ │   CKAN (OGD)         │
                  └───────────────────┘ └───────────┘ └──────────────┘ └─────────────────────┘

Hybrid (live API + SPARQL + CKAN discovery), no authentication. Three reasons this is the right shape:

Different latency profiles per source: Energiedashboard responds in ~200 ms (great live); LINDAS SPARQL is slower and occasionally returns 504 (longer timeout + 3 retries); CKAN is metadata-only and inherently safe.
Different update cadences: Dashboard updates intraday; ElCom tariffs update once per year; OGD datasets are stable for months. Per-source TTL caching (600 s / 3600 s) reflects this.
Domain separation from swiss-energy-mcp: that server covers geo and infrastructure data (power plants, grid lines). swiss-electricity-mcp covers time-series and tariffs. Both compose cleanly.

Provenance discipline

Every tool response is a Pydantic envelope carrying:

source — full attribution string (e.g. "Daten: Bundesamt für Energie (BFE)…").
provenance — exactly one of live_api / sparql / cached / weekly_dump / stale_cache_fallback.
retrieved_at — ISO-8601 UTC timestamp.

This makes accidental misattribution structurally impossible.

Resilience

Retry: 3 attempts with exponential backoff (2 s / 4 s / 8 s).
5xx + 429: retried. 4xx (except 429): raised immediately (permanent client error).
In-memory TTL cache: per-source TTLs reduce upstream load and round-trip during multi-step agent workflows.

MCP primitives — why Tools only

This server intentionally exposes only Tools, not Resources or Prompts. The data is parametric and query-driven (a municipality BFS number, a category, a year), which maps naturally to tool calls; there is no stable, enumerable set of documents to expose as Resources, and no curated prompt templates to ship. If a future use case needs, say, a fixed "national production mix" document, the read-only dashboard_* tools are the obvious Resource-migration candidates.

Project phase

Phase 1 — read-only. All 12 tools are read-only (readOnlyHint=true) with no write or destructive operations. Phase-transition criteria and the longer-term plan live in docs/roadmap.md. Security posture (egress, supply-chain, lethal-trifecta assessment) is documented in docs/security-posture.md.

Testing

# Unit tests (mocked, fast, CI default) — tests/test_unit.py + tests/test_security.py
PYTHONPATH=src pytest -m "not live" -v

# Live tests (hits real upstreams) — tests/test_live.py
PYTHONPATH=src pytest -m live -v

Unit tests cover the contract layers: Happy (response parsing), Retry (5xx, 429, 4xx), Timeout (network errors → clean UpstreamUnreachableError), envelope/attribution invariants, plus security (egress allow-list, SPARQL escaping, tool-definition lock). CI runs ruff + pytest -m "not live" on Python 3.11–3.13.

MCP protocol version

This server is built on the official MCP Python SDK (mcp[cli]), pinned to >=1.2.0,<2.0.0. The MCP protocol version is negotiated by the SDK at the initialize handshake; the supported spec version tracks the pinned SDK (currently MCP spec 2025-11-25).

Update policy: SDK updates arrive as weekly Dependabot PRs. A protocol-spec bump is only adopted via an explicit SDK minor/major bump, recorded in CHANGELOG.md, and verified against the tool-definition lock (tool-definitions.lock.json).

Known limitations

LINDAS SPARQL 504 timeouts: the LINDAS public endpoint occasionally returns 504 under load. The 3-retry policy handles transient cases; persistent unavailability surfaces as UpstreamUnreachableError.
No historical PV/wind detail: Energiedashboard exposes only aggregated production mix at year level. For sub-yearly PV or wind, use consumption_search_bfe_datasets.
No FHIR or smart-meter data: out of scope. Future work may add a swiss-prosumer-mcp or similar.
Year coverage: ElCom tariff data starts in 2009. Energiedashboard mix starts in 2014.

Portfolio synergy

This server composes naturally with other portfolio servers:

+ swiss-energy-mcp — combine geo/asset data (power plants) with time-series and tariffs for full energy-infrastructure analysis.
+ meteoswiss-mcp — correlate consumption forecasts with weather (temperature drives heating/cooling load).
+ fedlex-mcp — pair tariff data with the Stromversorgungsgesetz (StromVG) for compliance/legal context.
+ zh-education-mcp — Schulamt-relevant queries combining tariffs, school counts, infrastructure budgets.

Data sources & licensing

All upstream data is Open Government Data Switzerland (OGD-CH):

This MCP server is MIT-licensed (see LICENSE). Always cite the original data source — the response envelope includes the proper attribution string automatically.

Contributing

See CONTRIBUTING.md.

Security

See SECURITY.md for the security policy and how to report a vulnerability.

License

MIT License — see LICENSE. The upstream data keeps the licences listed under Data sources & licensing above.

Author

Hayal Oezkan · github.com/malkreide

Changelog

See CHANGELOG.md.

Installation

Run via uv's uvx — no clone or manual install needed. Add to your MCP client config (mcpServers for Claude Desktop, Cursor and Windsurf; use a top-level servers key for VS Code in .vscode/mcp.json):

{
  "mcpServers": {
    "swiss-electricity-mcp": {
      "command": "uvx",
      "args": [
        "swiss-electricity-mcp"
      ]
    }
  }
}

io.github.malkreide/swiss-electricity-mcp

Documentation

swiss-electricity-mcp

Anchor demo query

Demo

What's inside

Tools (12)

dashboard_* — Energiedashboard.ch (BFE)

tariff_* — ElCom (via LINDAS SPARQL)

consumption_* — opendata.swiss + Stadt Zürich OGD

Status

Installation

From PyPI

From source

Use with Claude Desktop

Cloud deployment (Streamable HTTP)

Docker

Observability & configuration

Architecture

Provenance discipline

Resilience

MCP primitives — why Tools only

Project phase

Testing

MCP protocol version

Known limitations

Portfolio synergy

Data sources & licensing

Contributing

Security

License

Author

Changelog

Installation

`dashboard_*` — Energiedashboard.ch (BFE)

`tariff_*` — ElCom (via LINDAS SPARQL)

`consumption_*` — opendata.swiss + Stadt Zürich OGD