Bakom

🇨🇭 Part of the Swiss Public Data MCP Portfolio

📡 bakom-mcp

Version License: MIT Python 3.11+ MCP Auth

MCP server for BAKOM open data – broadband, mobile coverage, media and Swiss telecom statistics.

🇩🇪 Deutsche Version

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Overview

bakom-mcp connects AI assistants like Claude to the Swiss Federal Office of Communications (BAKOM) open data infrastructure. It enables natural-language queries about broadband availability, 5G/4G coverage, mobile antenna locations, BAKOM datasets on radio and television, and telecommunications statistics — all without API keys.

All data is published as Open Government Data (OGD) on opendata.swiss / geo.admin.ch under CC BY 4.0 — see the Data Licence section below for attribution requirements.

Anchor demo query: "Which school buildings in district 7 do not yet have fibre optic connectivity?"

bakom_multi_standort_konnektivitaet delivers the comparison table automatically.

→ More use cases by audience →

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Scope

What this server does

✓ Read-only queries against three public BAKOM/Confederation APIs:

• api3.geo.admin.ch / wms.geo.admin.ch (broadband, mobile coverage, antennas)
• ckan.opendata.swiss (telecom statistics, dataset metadata)

✓ Returns aggregated, anonymous data — no personal data, no household-level identification.

✓ Bound to Swiss WGS84 coordinates (lat 45.8–47.9, lon 5.9–10.6) via Pydantic input validation.

✓ Egress is locked to a code-layer allow-list of the six known data-source hosts.

What this server does not

✗ Send data anywhere (read-only, no write tools).

✗ Access the local filesystem (no path-traversal surface).

✗ Use authentication tokens (none required — all sources are public OGD).

✗ Cache or persist user inputs across calls.

✗ Execute shell commands or arbitrary code (no subprocess/os.system/eval).

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Features

• 📶 Broadband availability – Fixed-line coverage at 30/100/300/500/1000 Mbit/s (250×250m grid)
• 🔌 Fibre status – FTTB/FTTH availability per location
• 📍 Multi-location comparison – Connectivity check for up to 20 locations simultaneously
• 📱 Mobile coverage – 5G/4G/3G outdoor coverage (100×100m grid)
• 📡 Antenna search – Mobile and broadcast transmitters within a configurable radius
• 📺 Radio & TV datasets – Full-text search across BAKOM's radio and television datasets on opendata.swiss
• 🗞️ Media landscape – BAKOM media structure reports and datasets
• 📊 Telecom statistics – Fixed-line, mobile, broadband market data via opendata.swiss
• 🗂️ Broadband Atlas catalogue – All BAKOM dataset layers with direct API links
• 🔓 No authentication required – All data is Open Government Data (OGD)

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Prerequisites

• Python 3.11+
• uv or pip for installation
• Internet connection (live APIs: geo.admin.ch, opendata.swiss)

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Installation

# Recommended: uvx (no permanent installation required)
uvx bakom-mcp

# Or install with pip
pip install bakom-mcp

# Development install
git clone https://github.com/malkreide/bakom-mcp
cd bakom-mcp
pip install -e ".[dev]"

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Quickstart

Claude Desktop

Add to claude_desktop_config.json:

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

Config file locations:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
• Windows: %APPDATA%\Claude\claude_desktop_config.json

Cloud / HTTP Transport

python -m bakom_mcp.server --http
# Server running at http://localhost:8050/mcp

Configuration via environment variables (see .env.example):

Variable	Default	Purpose
BAKOM_MCP_HOST	127.0.0.1	Bind address. Set to 0.0.0.0 only on trusted networks (warning logged).
BAKOM_MCP_PORT	8050	TCP port.
BAKOM_MCP_CORS_ORIGINS	(empty)	Comma-separated allowed origins for browser clients. Empty = CORS disabled.

Docker

A hardened container image is provided. Suitable for cloud deployments behind a reverse proxy (Caddy, Traefik, nginx).

# Build & run via compose (recommended)
docker compose up --build

# Or via docker run
docker build -t bakom-mcp:latest .
docker run --rm \
  --read-only \
  --cap-drop=ALL \
  --security-opt=no-new-privileges \
  --tmpfs /tmp:rw,size=16M \
  -p 127.0.0.1:8050:8050 \
  bakom-mcp:latest

The image runs as non-root (UID 10001), uses a read-only filesystem, drops all Linux capabilities and refuses privilege escalation. Resource limits are configured in docker-compose.yml (256 MB memory, 0.5 CPU, 64 PIDs). The default port mapping binds to 127.0.0.1 only — for public exposure, terminate TLS and CORS at a reverse proxy.

Cursor / VS Code / LibreChat

{
  "bakom": {
    "command": "uvx",
    "args": ["bakom-mcp"],
    "transport": "stdio"
  }
}

💡 "stdio for the developer laptop, HTTP/SSE for the browser."

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Available Tools (12)

Broadband & Connectivity

Tool	Description
bakom_broadband_coverage	Fixed-line coverage at a coordinate (30–1000 Mbit/s)
bakom_glasfaser_verfuegbarkeit	FTTB/FTTH fibre availability
bakom_multi_standort_konnektivitaet	Connectivity comparison for up to 20 locations

Mobile & Transmitters

Tool	Description
bakom_mobilfunk_abdeckung	5G/4G/3G outdoor coverage
bakom_sendeanlagen_suche	Mobile antennas within a configurable radius
bakom_frequenzdaten	Radio/TV transmitter sites near a location

Media & RTV

Tool	Description
bakom_rtv_suche	Search BAKOM radio/TV datasets on opendata.swiss
bakom_medienstruktur_info	Swiss media landscape datasets
bakom_aktuell	Recently updated BAKOM datasets on a topic (catalogue, not press releases)
bakom_medien_statistik	Market shares, reach and programme structure from the BAKOM cubes on LINDAS

Statistics & Catalogue

Tool	Description
bakom_telekomstatistik_uebersicht	Telecom statistics from opendata.swiss
bakom_breitbandatlas_datensaetze	Full catalogue of Broadband Atlas layers
bakom_check_api_status	🔍 Health check for all configured data sources

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Example Prompts

What is the broadband situation at Schulhaus Leutschenbach (47.4148, 8.5654)?

Compare 5G and fibre coverage for these three school buildings: [coordinates]

Which radio stations are licensed in canton Zurich?

Show me the current BAKOM position on 5G frequency allocation.

List all Broadband Atlas datasets available via geo.admin.ch.

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Safety & Limits

Aspect	Details
Access	Read-only (readOnlyHint: true) — the server cannot modify or delete any data
Personal data	No personal data — all sources are aggregated, public open data
Rate limits	Built-in per-query caps (max 50 antennas, max 20 locations, max 50 RTV results)
Timeout	20 seconds per API call
Authentication	No API keys required — all 3 APIs are publicly accessible
Licences	All data under CC0 / open licences (Open Government Data)
Terms of Service	Subject to ToS of the respective data sources: geo.admin.ch, opendata.swiss

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Data Sources

Source	Data	Authentication
geo.admin.ch	Broadband Atlas, mobile coverage, antenna locations	None
opendata.swiss	BAKOM datasets, telecom statistics	None
lindas.admin.ch	BAKOM media statistics cubes (SPARQL)	None

All data is published under open licences (CC0 / OGD).

Architecture decision — media statistics

bakom_medien_statistik uses Architecture A (live API only), verified live on 2026-08-13:

• The SPARQL endpoint is https://lindas.admin.ch/query; the /sparql path documented elsewhere returns 404.
• The OFCOM cubes live in the named graph https://lindas.admin.ch/ofcom/cube. Without an explicit FROM, a query hits the default graph and sees 2010 cubes from every federal office instead of 540.
• A bulk download exists for only 137 of 540 cubes, so a dump-first architecture would cover a quarter of the data.
• An unknown graph answers HTTP 200 with zero rows — a silent empty, not an error. Requests carry retry with exponential backoff; egress-policy violations are not retried.

Scope, stated in the tool description because the README does not reach the model: the cubes cover the programmes that were surveyed, not the full inventory. LINDAS's own count cube reports 199+39+17 radio programmes for 2020, while the Programm dimension across all cubes exposes 128 labels — some of which are the same station spelled differently (Energy BE / Energy Bern), plus Durchschnitt, which is an aggregate rather than a station. This tool is a statistics source, not a broadcaster register; licensed broadcasters are listed in the RTV database, which offers no machine-readable interface.

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Synergies with the MCP Portfolio

bakom-mcp can be combined with other servers in the portfolio for multi-dimensional queries:

zurich-opendata-mcp  →  school building addresses
         +
    bakom-mcp         →  fibre and 5G status
         =
"Digital equity" dashboard for all school districts

Further combinations:

• srgssr-mcp + bakom-mcp → Media coverage and broadcast network
• swiss-statistics-mcp + bakom-mcp → Telecom market development
• fedlex-mcp + bakom-mcp → Regulatory context (RTVG, FMG)

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Project Structure

bakom-mcp/
├── src/bakom_mcp/
│   ├── __init__.py          # Package
│   ├── server.py            # MCP server (12 tools, 2 resources)
│   └── py.typed             # PEP 561 type marker
├── tests/
│   └── test_integration.py  # Integration tests (live APIs)
├── assets/
│   └── demo.svg             # Demo flow diagram
├── .github/workflows/
│   ├── ci.yml               # CI: lint, syntax, import, tests
│   └── publish.yml          # PyPI publish on release
├── .gitignore
├── pyproject.toml           # Build config (hatchling)
├── CHANGELOG.md
├── CONTRIBUTING.md          # Contribution guide (English)
├── CONTRIBUTING.de.md       # Contribution guide (German)
├── SECURITY.md              # Security policy (English)
├── SECURITY.de.md           # Security policy (German)
├── LICENSE                  # MIT License
├── README.md                # This file (English)
└── README.de.md             # German version

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MCP Protocol Version

This server speaks two protocol eras over the same endpoint. The client's first request on a connection decides which one applies; a later claim from the other era is refused.

Era	Revision	Who reaches it
initialize handshake	2024-11-05 … 2025-11-25	What today's clients speak. The server answers with the revision asked for, or with the 2025-11-25 ceiling when the request asks for something newer.
Per-request envelope	2026-07-28	A request carrying the 2026-07-28 _meta envelope opens a modern connection.

Both revisions are pinned in tests/test_protocol_version.py and asserted against the installed SDK, so a Dependabot bump of mcp cannot move either one silently. The handshake ceiling is measured against a live initialize through the assembled ASGI stack, not read off a constant name.

Note that the SDK's LATEST_PROTOCOL_VERSION is an alias for the modern era, not for the handshake era — pinning against it alone would leave the era that current clients actually negotiate free to drift.

Update policy. When the gate fails, do not edit the constant blindly: read the spec changelog between the two revisions, verify the server still behaves, then move the constant, this section, README.de.md and CHANGELOG.md together.

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Testing

# Unit tests (no network required)
PYTHONPATH=src pytest tests/ -m "not live"

# Integration tests (live APIs, internet required)
PYTHONPATH=src pytest tests/ -m "live"

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Changelog

See CHANGELOG.md

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Contributing

Contributions are welcome! See CONTRIBUTING.md (🇩🇪 Deutsch) for guidelines on reporting bugs, suggesting features, and submitting pull requests.

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Security

To report a vulnerability, see the Security Policy (🇩🇪 Deutsch). Please report security issues privately via GitHub Security Advisories rather than public issues.

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Software Licence

MIT License — see LICENSE.

Data Licence

The BAKOM open data delivered through this server is published under CC BY 4.0. When using or redistributing tool outputs, attribute the source as:

Source: Federal Office of Communications (BAKOM) via opendata.swiss / geo.admin.ch · Licence: CC BY 4.0

Tool outputs already include this footer automatically. The Markdown response format ends with the attribution line; downstream applications that consume the JSON format should propagate the source/licence metadata to their end users.

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Author

Hayal Oezkan · github.com/malkreide

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Credits & Related Projects

• Data: BAKOM Open Data – Federal Office of Communications (OFCOM/BAKOM)
• Geodata: geo.admin.ch – swisstopo / Federal Geodata Infrastructure
• Protocol: Model Context Protocol – Anthropic / Linux Foundation
• Related: zurich-opendata-mcp – MCP server for Zurich city open data
• Related: swiss-transport-mcp – Swiss public transport MCP server
• Portfolio: Swiss Public Data MCP Portfolio

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Part of the Swiss Open Data MCP portfolio — public data deserves public interfaces.

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": {
    "bakom-mcp": {
      "command": "uvx",
      "args": [
        "bakom-mcp"
      ]
    }
  }
}