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@Estwarden

Estwarden

Open-source Baltic security intelligence. OSINT data collection, threat analysis, and influence operation monitoring.

🛡 EstWarden

Open-source Baltic Security Intelligence

Live Dashboard · Dataset · Collectors · Research · Integrations


EstWarden is an automated OSINT platform monitoring security threats, disinformation, and influence operations targeting the Baltic states. It collects from 20+ public sources, classifies narratives with LLMs, detects coordinated campaigns, and publishes a real-time threat dashboard.

Repositories

Repo Description
dataset 27K+ OSINT signals from 20 sources — media, military, economic, maritime. Narrative tags, threat reports, campaigns. ODC-By.
collectors Data collection pipelines — 14 collectors, Dagu DAGs, Python/Bash scripts. MIT.
research CTI methodology, threat index math, autoresearch optimizer, Jupyter notebooks. MIT.
integrations MCP server, Home Assistant, Grafana, Telegram bot, CLI, n8n workflows. MIT.

What we monitor

Domain Sources
Military ADS-B flights, AIS vessels, FIRMS thermal, GPS jamming, satellite imagery, NOTAMs
Disinformation 54 RSS feeds, Telegram channels, YouTube, GDELT news
Economic Energy prices, sanctions entities, business registry
Environmental Weather balloons, space weather, internet outages

Composite Threat Index

GREEN  (0–24)   Normal baseline
YELLOW (25–49)  Elevated activity
ORANGE (50–74)  Significant concern
RED    (75–100) Critical threat

Narrative taxonomy

Code Narrative
N1 Russophobia / Persecution
N2 War Escalation Panic
N3 Aid = Theft
N4 Delegitimization
N5 Isolation / Victimhood

Public API

No key required. JSON responses. Base: https://estwarden.eu

/api/threat-index         — CTI score + level
/api/today                — daily report
/api/history?days=30      — threat trend
/api/influence/narratives — narrative activity
/api/influence/campaigns  — detected campaigns
/feed.xml                 — RSS feed

Contribute

  • Dataset — use for research, model training, threat analysis
  • Collectors — write a new data collector, submit a PR
  • Research — improve CTI weights, add notebooks, run autoresearch
  • Integrations — connect EstWarden to your tools

Popular repositories Loading

  1. research research Public

    Composite Threat Index methodology, mathematical models, and Jupyter notebooks for Baltic security analysis.

    Python 1

  2. collectors collectors Public

    OSINT data collection pipelines for Baltic security monitoring. Dagu DAGs + Python scripts. Open for contributions.

    Python

  3. .github .github Public

    Organization profile

  4. integrations integrations Public

    Integration examples — MCP server, Home Assistant, Grafana, Telegram bot, CLI, n8n

    Python

  5. dataset dataset Public

    Baltic security OSINT dataset — 27K signals from 20 sources, narrative tags, threat reports, influence campaigns (Jan-Mar 2026)

Repositories

Showing 5 of 5 repositories
  • collectors Public

    OSINT data collection pipelines for Baltic security monitoring. Dagu DAGs + Python scripts. Open for contributions.

    Estwarden/collectors’s past year of commit activity
    Python 0 0 0 0 Updated Mar 20, 2026
  • research Public

    Composite Threat Index methodology, mathematical models, and Jupyter notebooks for Baltic security analysis.

    Estwarden/research’s past year of commit activity
    Python 1 0 0 0 Updated Mar 20, 2026
  • .github Public

    Organization profile

    Estwarden/.github’s past year of commit activity
    0 0 0 0 Updated Mar 20, 2026
  • dataset Public

    Baltic security OSINT dataset — 27K signals from 20 sources, narrative tags, threat reports, influence campaigns (Jan-Mar 2026)

    Estwarden/dataset’s past year of commit activity
    0 0 0 0 Updated Mar 20, 2026
  • integrations Public

    Integration examples — MCP server, Home Assistant, Grafana, Telegram bot, CLI, n8n

    Estwarden/integrations’s past year of commit activity
    Python 0 0 0 0 Updated Mar 20, 2026

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Top languages

Python

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