news-monitor-mcp

news-monitor-mcp

MCP server for global news monitoring, media analysis and sentiment tracking via WorldNewsAPI β€” full-text search across 150+ countries, German/English sentiment analysis, top headlines, GL briefings, newspaper front pages and geo-search. API key required.

Category
Visit Server

README

πŸ‡¨πŸ‡­ Part of the Swiss Public Data MCP Portfolio

πŸ“° news-monitor-mcp

Version License: MIT Python 3.11+ MCP Data Source CI

MCP server for global news monitoring, media analysis and sentiment tracking via WorldNewsAPI β€” full-text search across 150+ countries, German/English sentiment analysis, top headlines, GL briefings, newspaper front pages and geo-search. API key required.

πŸ‡©πŸ‡ͺ Deutsche Version


Overview

news-monitor-mcp transforms any AI assistant into a proactive media intelligence agent. The server connects LLMs like Claude with global news data: from Swiss institutional reputation monitoring to weekly leadership briefings and trend detection across categories.

Source: WorldNewsAPI (worldnewsapi.com) β€” the only freely available news API with German-language sentiment analysis.

API key required. Get a free key at worldnewsapi.com/console (1,000 calls/month free tier).

Anchor demo query: "How has the Schulamt ZΓΌrich been portrayed in the media over the last 30 days, and what is the overall sentiment?"


Features

  • πŸ” Full-text search – 150+ countries, 50+ languages, Boolean queries and exact phrase matching
  • πŸ“Š Sentiment analysis – German and English only (WorldNewsAPI unique feature); scores from βˆ’1 (negative) to +1 (positive)
  • πŸ“° Top headlines – clustered by country and language, ranked by number of sources reporting
  • πŸ“‹ Media briefing – multi-topic weekly report with sentiment overview for GL / leadership updates
  • πŸ—žοΈ Newspaper front pages – digital covers from 6,000+ publications in 125 countries
  • πŸ“‘ Trend radar – category-based trend detection (politics, technology, education, …) per country
  • πŸ“ Geo-search – location-specific news (ZΓΌrich, Bern, Basel, Kanton ZΓΌrich, …)
  • ☁️ Dual transport – stdio for Claude Desktop, Streamable HTTP for cloud deployment
# Tool Description
1 news_search Full-text news search in 150+ countries
2 news_top_headlines Top headlines by country and language
3 news_sentiment_monitor Sentiment analysis for entity or topic
4 news_media_briefing Multi-topic weekly briefing report
5 news_retrieve_article Fetch full article by ID
6 news_search_sources Find available news sources by name/country
7 news_front_pages Digital newspaper front pages
8 news_trend_radar Category-based trend detection per country
9 news_geo_search Location-specific news search
10 news_alert_create Create a persistent alert (sentiment / volume / keyword)
11 news_alert_list List configured alerts with status
12 news_alert_check Evaluate alerts against current data
13 news_alert_delete Permanently remove an alert
14 news_cache_stats Cache hit-rate and entries by type
15 news_cache_clear Clear cache (entirely or per tool type)

Demo

Media Briefing Demo

"Create a media briefing for: AI in education, Volksschule ZΓΌrich, school digitalisation"


Data Sources

Source API Type Content
WorldNewsAPI REST JSON 150+ countries, 50+ languages, full text, sentiment

Prerequisites


Installation

# Recommended: uvx (no install step needed)
uvx news-monitor-mcp

# Alternative: pip
pip install news-monitor-mcp

Quickstart

# Start the server (stdio mode for Claude Desktop)
WORLD_NEWS_API_KEY=your-key uvx news-monitor-mcp

Try it immediately in Claude Desktop:

"Show me the top news from Switzerland today" "How is the Schulamt ZΓΌrich covered in German-language media this month?" "Create a media briefing on: Volksschule ZΓΌrich, AI in education, school digitalisation"


Configuration

Environment Variables

Variable Default Description
WORLD_NEWS_API_KEY – Required. API key from worldnewsapi.com
MCP_TRANSPORT stdio Transport: stdio or streamable_http
MCP_HOST 127.0.0.1 HTTP bind host. Use 0.0.0.0 only inside a container.
MCP_PORT 8000 Port for HTTP transport
MCP_BEARER_TOKEN – Required in --http mode. Bearer token clients must present in Authorization: Bearer <token>. Generate via python -c "import secrets; print(secrets.token_urlsafe(32))".
MCP_ALLOWED_ORIGINS – Optional CSV allowlist for the Origin header (DNS-rebinding protection). Example: https://claude.ai.
LOG_LEVEL INFO Log level: DEBUG / INFO / WARNING / ERROR. Logs are emitted as JSON to stderr with automatic redaction of api-key= query params and Authorization: Bearer headers.
NEWS_MONITOR_ALERTS_DIR ~/.news-monitor-mcp Directory that holds alerts.json. The parent dir must not be a symlink (refused at startup as a defense against path-injection). File is created with mode 0o600, directory with 0o700.
NEWS_MONITOR_ALERTS_FILE – (Back-compat) explicit path to the alerts file. Same symlink check applies. Prefer NEWS_MONITOR_ALERTS_DIR.
MCP_ALERT_RETENTION_DAYS 90 Alerts older than this many days are deleted on server start (Privacy default per docs/privacy-dsg.md). Set to 0 to disable retention.
MCP_CACHE_MAX_PER_TYPE 1000 Maximum cache entries per tool type. When exceeded, the least-recently-used entry of that type is evicted. Set to 0 to disable the cap (unbounded growth β€” only safe for short-lived processes).
MCP_CACHE_SWEEP_SECONDS 300 Interval for the background task that removes TTL-expired entries from the cache. Set to 0 to disable the sweep (expired entries are still pruned lazily on news_cache_stats).

Claude Desktop Configuration

{
  "mcpServers": {
    "news-monitor": {
      "command": "uvx",
      "args": ["news-monitor-mcp"],
      "env": {
        "WORLD_NEWS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Config file locations:

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

After restarting Claude Desktop, all tools are available. Example queries:

  • "Show me the top Swiss news today"
  • "What is the media sentiment on AI in education this month?"
  • "Create a weekly briefing for: Schulamt ZΓΌrich, Volksschule, KI Bildung"
  • "Find all German-language articles about school digitalisation in the last 14 days"
  • "Show me the front pages of Swiss newspapers today"

Cloud Deployment (Streamable HTTP)

For use via claude.ai in the browser (e.g. on managed workstations without local software):

Authentication is mandatory. The HTTP transport refuses any request without a valid Authorization: Bearer <token> header. Generate a token once and keep it secret:

python -c "import secrets; print(secrets.token_urlsafe(32))"

Render.com (recommended):

  1. Push/fork the repository to GitHub
  2. On render.com: New Web Service β†’ connect GitHub repo
  3. Set the following environment variables in the Render dashboard:
    • WORLD_NEWS_API_KEY β€” your WorldNewsAPI key
    • MCP_BEARER_TOKEN β€” the token generated above
    • MCP_HOST=0.0.0.0 β€” bind on all interfaces inside the container
    • MCP_ALLOWED_ORIGINS=https://claude.ai (optional, recommended)
  4. In claude.ai under Settings β†’ MCP Servers, add the URL https://your-app.onrender.com/mcp and configure the Bearer token as the auth header.
# Local HTTP mode (binds 127.0.0.1 by default)
WORLD_NEWS_API_KEY=your-key \
  MCP_BEARER_TOKEN=$(python -c "import secrets; print(secrets.token_urlsafe(32))") \
  news-monitor-mcp --http --port 8000

# Verify auth is enforced
curl -i http://127.0.0.1:8000/mcp                                  # β†’ 401
curl -i -H "Authorization: Bearer $MCP_BEARER_TOKEN" http://127.0.0.1:8000/mcp

Scaling notes

This server is currently single-process / single-replica:

  • The TTL cache lives in process memory (NewsCache). If you run multiple Render or Kubernetes replicas, each replica has its own cache β€” hit-rates drop linearly with the replica count.
  • Alerts persist to a local alerts.json (defaults to /data inside the container). Multiple replicas mounting the same persistent volume serialize via fcntl.flock, but for true cluster operation a shared store (Redis / Postgres) is needed β€” see the open finding SCALE-STATEFUL.
  • On Render Free Tier, the container sleeps after ~15 minutes of inactivity and loses non-persistent state. Attach a Persistent Disk for /data if you need alerts to survive restarts. For Render Free + alerts you must accept that the cache is lost on every wake-up.

The MCP_CACHE_MAX_PER_TYPE cap (default 1000 entries / type) and the background sweep (MCP_CACHE_SWEEP_SECONDS, default 5 min) prevent the in-process cache from growing without bound.

Container image

A non-root multi-stage Dockerfile is included and built on every CI run. Inside the container the server defaults to --http, binds 0.0.0.0:8000, persists alerts under /data, and refuses to start if MCP_BEARER_TOKEN is missing.

docker build -t news-monitor-mcp .

docker run --rm -p 8000:8000 \
  -e WORLD_NEWS_API_KEY=your-key \
  -e MCP_BEARER_TOKEN=$(python -c "import secrets; print(secrets.token_urlsafe(32))") \
  -e MCP_ALLOWED_ORIGINS=https://claude.ai \
  -v news-monitor-data:/data \
  news-monitor-mcp

Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Claude / AI    │────▢│   News Monitor MCP        │────▢│   WorldNewsAPI           β”‚
β”‚  (MCP Host)     │◀────│   (MCP Server)            │◀────│   REST JSON API          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β”‚                            β”‚    β”‚   150+ countries         β”‚
                       β”‚  9 Tools                   β”‚    β”‚   50+ languages          β”‚
                       β”‚  Stdio | Streamable HTTP   β”‚    β”‚   Sentiment DE/EN        β”‚
                       β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Project Structure

news-monitor-mcp/
β”œβ”€β”€ src/
β”‚   └── news_monitor_mcp/
β”‚       β”œβ”€β”€ __init__.py
β”‚       └── server.py          # All 9 tools
β”œβ”€β”€ tests/
β”‚   β”œβ”€β”€ __init__.py
β”‚   └── test_server.py         # 20 tests (unit + live)
β”œβ”€β”€ pyproject.toml
β”œβ”€β”€ CHANGELOG.md
β”œβ”€β”€ CONTRIBUTING.md
β”œβ”€β”€ LICENSE
β”œβ”€β”€ README.md                  # This file (English)
└── README.de.md               # German version

Testing

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

# Integration tests (live API calls, API key required)
PYTHONPATH=src pytest tests/ -m "live"

Example Use Cases

Schulamt / Institutional Communication

"How has the Schulamt ZΓΌrich been portrayed in media over the last 30 days?"
β†’ news_sentiment_monitor(entity="Schulamt ZΓΌrich", language="de", days_back=30)

"Create a weekly media briefing for leadership"
β†’ news_media_briefing(topics=["Volksschule ZΓΌrich", "KI Bildung", "Schuldigitalisierung"])

"What are Swiss media reporting on school digitalisation?"
β†’ news_search(query="Schuldigitalisierung", language="de", source_country="ch")

KI-Fachgruppe / AI Working Group

"What are the current tech trends in Swiss press this week?"
β†’ news_trend_radar(category="technology", source_country="ch", language="de")

"How are AI developments in education covered internationally?"
β†’ news_search(query="AI education classroom", language="en", number=20)

"Compare Swiss and German media coverage of AI regulation"
β†’ news_search(query="KI Regulierung", source_country="ch", language="de")
β†’ news_search(query="KI Regulierung", source_country="de", language="de")

City Administration / Location Research

"What is being reported about ZΓΌrich school infrastructure?"
β†’ news_geo_search(location="ZΓΌrich", query="Schule")

"Show today's front pages of Swiss newspapers"
β†’ news_front_pages(source_country="ch")

β†’ More use cases by audience β†’


Sentiment Analysis

WorldNewsAPI offers German-language sentiment analysis β€” rare among news APIs:

Score Label Meaning
> 0.3 positiv 😊 Positive coverage
βˆ’0.3 to 0.3 neutral 😐 Neutral / factual coverage
< βˆ’0.3 negativ 😟 Critical / negative coverage

⚠️ Sentiment is only available for German (de) and English (en).


Safety, Limits & Responsible Use

Read-Only Operation

12 of the 15 tools carry readOnlyHint: true. All 9 monitoring tools (search, headlines, sentiment, briefing, article, sources, front_pages, trend, geo) are fully read-only and issue GET requests to WorldNewsAPI only. The 3 exceptions are local-only operations: news_alert_create and news_alert_delete (write/ delete ~/.news-monitor-mcp/alerts.json) and news_cache_clear (clears in-memory cache). None of the 15 tools modify any external data source.

API Rate Limits

Constraint WorldNewsAPI Free Tier Paid Plans
Calls/month 1,000 Up to 1M
Articles/call 10 Up to 100
Historical depth 30 days Extended
Timeout per call 30 seconds 30 seconds

The TTL cache (v0.2+) reduces redundant calls by up to 80%.

Data Privacy

  • No personal data stored: The server holds no persistent user data. Cache entries are in-memory and reset on server restart.
  • No profiling: The server retrieves publicly published journalism only. It is not designed for surveillance or personal profiling.
  • Alert data: Alert configurations are stored locally in ~/.news-monitor-mcp/alerts.json β€” on your machine only, never transmitted.

Responsible Use

  • Query public news only β€” do not use as a profiling tool for individuals.
  • Sentiment scores reflect algorithmic analysis of journalistic tone, not verified editorial judgements.
  • Results depend on WorldNewsAPI's indexing; Swiss regional media may be less well-covered than national outlets.

Terms of Service

Users must comply with:

This MCP server is an independent open-source project and is not affiliated with WorldNewsAPI.


Synergies with Other MCP Servers

news-monitor-mcp can be combined with other servers in the portfolio:

Combination Use Case
+ fedlex-mcp Law meets discourse: legal framework + media coverage
+ global-education-mcp OECD stats + current media context
+ srgssr-mcp Swiss public media + international news comparison
+ swiss-environment-mcp Environmental data + media reporting
+ swiss-statistics-mcp BFS statistics + current media narrative
+ zurich-opendata-mcp City data + local media coverage

Changelog

See CHANGELOG.md


Security & Compliance


License

MIT License β€” see LICENSE


Author

Hayal Oezkan Β· malkreide


Credits & Related Projects

<!-- mcp-name: io.github.malkreide/news-monitor-mcp -->

<!-- BEGIN GENERATED: install -->

Installation

Run via uv's uvx β€” 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": {
    "news-monitor-mcp": {
      "command": "uvx",
      "args": [
        "news-monitor-mcp"
      ]
    }
  }
}

<!-- END GENERATED: install -->

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured