WorldMonitor: Real-Time Global Intelligence Across 65+ Data Sources

The problem with domain-specific tools is the world doesn't organize that way. A maritime incident ties to a conflict zone. That zone relates to pipeline infrastructure. The pipeline affects commodity markets. Markets influence protest activity in the producing country.

Analysts currently hop between MarineTraffic, a conflict tracker, pipeline maps, financial terminals, and news aggregators. This process is slow and disjointed, and context gets lost between tabs.

WorldMonitor puts it all on one map. It is a free global intelligence dashboard. With 46.7k GitHub stars, it has been adopted by over 2M users across 190 countries, A lot of people agree.

What WorldMonitor Is

WorldMonitor is an open source real-time intelligence dashboard. It aggregates 65+ data sources across 25+ configurable map layers. The scope includes active conflict zones, military base locations, nuclear facilities, undersea cable routes, oil and gas pipelines.

The dashboard also includes satellite-detected fire activity, maritime vessel positions via AIS, aircraft positions via ADS-B, protest and civil unrest events, cyber incidents, 92 stock exchange feeds, climate data. A live news layer georeferences events to their locations on the map.

The project has 46.7k GitHub stars and received WIRED coverage. Over 2M users across 190+ countries use it. It works in real workflows.

Access is frictionless; simply go to worldmonitor.app. No account is needed. The dashboard loads immediately. For control over your data environment, a self-hosted deployment is available on the GitHub repository at koala73/worldmonitor.

Data Layer Breakdown

The core threat intel concerns include conflict zones, military bases, nuclear sites, and cyber attacks. WorldMonitor's conflict and security layer set provides the foundation, featuring active hotspots, military base locations, nuclear facility coordinates, and a cyber incident tracker.

The baseline for analysts is to know what is happening where. They can then correlate and analyze this information.

WorldMonitor's physical infrastructure layers provide more depth than comparable free tools. The layers include undersea cables, oil and gas pipelines, and satellite fire detection from NASA and ESA.

Pipelines show the proximity of energy infrastructure when conflicts escalate. Fires indicate nearby populated areas and supply routes, with no need for extra lookup.

WorldMonitor's live traffic data provides real-time movement intelligence. This includes AIS vessel positions, such as commercial ships, tankers, naval vessels, and private craft. ADS-B tracks aircraft, including commercial, military, and private planes, in near-real-time.

Analysts can correlate unusual vessel movements with conflict zones or military flight patterns with nearby bases.

WorldMonitor's finance and climate data set it apart. The platform provides live data from 92 stock exchanges, geographically tied to geopolitical events, creating a multi-domain picture. The platform also includes commodity prices, producing regions, conflict impact on markets, climate events, and agricultural and energy supply chains. All of this information is available on one surface, with no need for extra tools.

Local AI Integration via Ollama

WorldMonitor integrates with Ollama, enabling you to run local AI models against intelligence displayed on the map.

The configuration connects the dashboard to a local Ollama instance. Queries against displayed data execute locally. You can summarize incidents in a region, cross-reference news events with nearby AIS activity, generate briefings on activity in an area of interest.

No data leaves your device. No queries hit external API endpoints. No commercial LLM provider sees what you're analyzing or what questions you're asking.

For general analysis, this integration is handy. For sensitive investigations, such as sanctioned entities, government operations, conflict reporting, local AI processing is the right call. Cloud-based AI analysis creates a discoverable data trail at the provider, subject to legal process. Local AI processing, including Ollama, offers a solution.

Ollama requires local setup. A machine with decent RAM and a GPU is needed to run a capable language model locally. This integration requires investment in setup before it's usable. Analysts new to local LLM deployment will need to invest time in setup.

Investigative and Analytical Workflows

Cross-Domain Correlation in WorldMonitor

WorldMonitor excels at correlating data across domains, outpacing the sum of its individual sources.

Conflict-Maritime Correlation

WorldMonitor reveals supply chain disruptions by overlaying vessel positions against conflict zones, showing potential blockade activity, vessel routing changes, and military logistics patterns. Previously, this required combining MarineTraffic with a separate conflict database; now, it's a simple layer toggle.

Infrastructure Risk Mapping

WorldMonitor enhances infrastructure risk mapping by making pipeline routes, undersea cables, conflict or protest data visible together. Energy companies quickly assess exposure in volatile regions. Journalists identify at-risk physical assets in escalating conflicts. Analysts model downstream effects of infrastructure attacks. Relevant layers are pre-integrated, streamlining workflows.

Event Verification

WorldMonitor streamlines event verification. A news item claims an event in a location; check it against satellite fire detection, ADS-B activity, and AIS patterns. Corroborate or contradict across independent data streams in minutes.

Temporal Monitoring

WorldMonitor aids persistent monitoring of a region with configurable layer filtering, reducing noise by filtering to relevant data types. Detect new signals in periodic reviews. This approach makes it easier to track changes.

Deployment Options and Self-Hosting

worldmonitor.app

Browser-Based Deployment

Hit worldmonitor.app. The dashboard is up. There is no install, no account, and no config. This is your quick-start for evals, breaking news, or restricted-machine workflows.

Self-Hosted Deployment

Self-hosting provides ops control. Your infrastructure, your data routing. You control updates. You can integrate internal tools and data sources. This option is for organizations with strict data handling, sensitive investigations, or security policies.

Self-hosting is also a security play. A browser-based dashboard querying external sources from your IP creates a visible pattern. Self-hosting with proper network controls eliminates that exposure.

Limitations and Honest Assessment

Data freshness matters most. AIS and ADS-B update in real-time, news does too. But static layers — undersea cables, military bases, pipelines — show their last update date. Some are months old. A conflict map from months ago won't show current damage.

Know the Limits

WorldMonitor aggregates well, better than free tools. However, it is not as good as pro tools in one area. MarineTraffic has all AIS history, FlightAware has more ADS-B feeders, Shodan has internet infrastructure intel. Use WorldMonitor for a big picture, and specialized tools for deep dives.

Ollama Integration

Ollama works, but it needs work. A local LLM requires strong hardware; some analysts have it, most don't. This isn't a reason to choose WorldMonitor. For those who've used Ollama, it's useful; for others, it's too much setup.

Pricing

WorldMonitor has a free tier and a paid Pro plan.

Free: Full dashboard access — 435+ sources, 45 map layers, BYOK AI integration. No account required. Open source and self-hostable.

Pro (Waitlist): $39.99/month or $399.99/year.

Pro adds:

• WM Analyst chat — query all 30+ integrated services conversationally
• Personalized AI digests (daily/twice-daily/weekly) to Slack, Telegram, Discord, Email, or webhook. Up to 30 ranked stories per digest, deduplicated across 500+ sources.
• Custom Widget Builder with HTML/CSS/JS and AI-assisted modifications
• MCP connectors for Claude, GPT, and custom LLMs
• Equity research with stock analysis and backtesting
• Alert rules engine with AES-256 encrypted channels
• Near real-time refresh rates (vs. 5–15 minute delays on free)
• 30+ live service APIs under one key (Finnhub, FRED, ACLED, NASA FIRMS, AISStream, OpenSky, and more)

Pro targets analysts and investors who want a unified signal layer without managing multiple subscriptions. Waitlist at worldmonitor.app/pro.

Verdict

WorldMonitor has racked up 46.7k stars. It solves a real pain for multi-domain OSINT analysts: piecing together intel from different tools. The output is a mess, and switching between tools loses connections.

WorldMonitor gathers maritime, aviation, conflict, infrastructure, finance, and news data on one map. It is configurable, with no cost, and no account is needed. This fills a capability gap.

Users who get the most out of WorldMonitor work across domains, including geopolitics, threat intel, and investigative journalism. Single-domain analysts, such as those focused on maritime or aviation, need specialized tools. WorldMonitor shines when questions span boundaries.

The self-hosted version with Ollama integration boosts operational security. There is no browser, no commercial costs. It is open source, local, and there is no data exposure, all for free. With over 2M users stress-testing it, it provides a solid starting point for geospatial intelligence.

Best for OSINT analysts, threat intelligence researchers, and journalists requiring correlated multi-domain situational awareness without commercial platform costs. The website is worldmonitor.app and GitHub is koala73/worldmonitor.