sens-mcp
Enables AI agents and assistants to query Polish electricity market data from the SENS Energy Data API by discovering operators and tariffs, fetching composite prices, and inspecting tariff components through natural language.
README
sens-mcp
An MCP (Model Context Protocol) server and developer starter kit for the SENS Energy Data API — the Polish electricity market data API (distribution operators, tariffs, and composite price calculations).
It solves the "cold start" problem for LLMs and AI agents (Claude Desktop,
Cursor, LangChain, n8n, ...) talking to the API: the Polish energy market has
its own vocabulary (OSD vs. sprzedawca, tariff groups G11/G12/G12w/...)
that models don't know out of the box, and raw REST responses are too large
and too easy to miscalculate against by hand.
sens-mcp provides:
- Zero-shot discoverability — an MCP resource (
sens://market/cheat-sheet) and discovery tools (resolve_operator,search_tariffs) that teach the model the market vocabulary in under ~400 tokens. - Actionable self-correction — tool errors return structured JSON with
suggestions (
did you mean G12w?) instead of raw HTTP failures, so an agent in a ReAct loop can repair its own next call. - Single source of truth calculations — all price/volume math happens on the SENS backend; the toolkit never re-derives totals client-side.
- Non-blocking startup — the server boots instantly with an embedded fallback market schema; live tariff metadata refreshes in the background.
Quickstart
Run via uvx (recommended, no install step)
export SENS_API_KEY=sens_live_your_key_here
uvx sens-mcp
Or install with pip
pip install sens-mcp
export SENS_API_KEY=sens_live_your_key_here
python -m sens_mcp
Environment variables
| Variable | Required | Default | Description |
|---|---|---|---|
SENS_API_KEY |
Yes | — | Your SENS API key. Sent as the X-API-KEY header. |
SENS_BASE_URL |
No | https://api.getsens.energy |
Override for staging/self-hosted deployments. |
Using it with an AI agent
Claude Desktop
Add to claude_desktop_config.json (see configs/claude_desktop_config.json):
{
"mcpServers": {
"sens-energy": {
"command": "uvx",
"args": ["sens-mcp"],
"env": {
"SENS_API_KEY": "sens_live_your_key_here"
}
}
}
}
Cursor
Add to .cursor/mcp.json (see configs/cursor_mcp.json) — same shape as above.
Tools exposed
| Tool | Purpose |
|---|---|
resolve_operator(query, region=None) |
Fuzzy-resolve a city or company name (typo-tolerant) to the exact osd/sprzedawca strings the API expects. |
search_tariffs(customer_type, zone_preference=None, operator=None) |
Discover valid tariff codes for a customer profile (home / small business / industry). |
get_prices(osd, taryfa, ...) |
Fetch composite electricity prices and rate breakdown; pass annual_kwh for exact volume-weighted totals. |
get_tariff_components(tariff_id) |
Inspect a tariff's URE-approved fixed/variable rate components. |
Resource: sens://market/cheat-sheet — a Markdown cheat sheet of Polish
electricity market vocabulary (OSDs, tariff groups, price component
structure).
Developer examples (no MCP required)
Standalone snippets that hit the SENS REST API directly:
examples/python/get_prices.pyexamples/python/list_tariffs.pyexamples/python/async_stream.py— delta sync viasinceexamples/typescript/get_prices.tsexamples/curl/api_requests.sh
API reference (essentials)
- Base URL:
https://api.getsens.energy - Auth:
X-API-KEY: <your key>header (not Bearer, not a query param). GET /api/v1/prices—osd,sprzedawca,taryfa,market,date,annual_kwh,region,since,page,size(max 1000).GET /api/v1/tariffs—since/If-Modified-Sincefor delta queries,page,size.GET /api/v1/tariffs/components?tariff_id=...— component breakdown for a single tariff, also supportssince.
Full Swagger/OpenAPI docs: https://api.getsens.energy/api/docs.
Full developer documentation (quickstart, MCP integration guide, market
vocabulary): docs.getsens.energy.
Development
python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
pytest
Tests mock all HTTP calls with respx —
nothing in the default test suite hits the live API.
Live integration suite (opt-in)
tests/test_live_integration.py runs the real server as a subprocess over
the real MCP stdio protocol against the real production SENS API, and checks
byte-for-byte parity between MCP tool responses and raw httpx calls to the
same endpoints. Excluded by default; run explicitly with a real key:
SENS_API_KEY=<a real key> pytest -m live tests/test_live_integration.py -v
License
MIT
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