--- title: "worldmonitor vs quelmap" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/koala73-worldmonitor-vs-quelmap-inc-quelmap" tools: ["koala73-worldmonitor", "quelmap-inc-quelmap"] --- # worldmonitor vs quelmap *GraphCanon updated Sep 20, 2026* ## Verdict Pick worldmonitor if worldmonitor provides a comprehensive real-time intelligence dashboard covering global news, geopolitics, and infrastructure with AI-powered monitoring; pick quelmap if quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. [worldmonitor](https://worldmonitor.app) reports 83k GitHub stars, 12k forks, and 343 open issues, last pushed Aug 18, 2026. [quelmap](https://quelmap.com) has 200 stars, 21 forks, and 4 open issues, last pushed Oct 20, 2025. Figures are from public GitHub metadata via [worldmonitor's repository](https://github.com/koala73/worldmonitor) and [quelmap's repository](https://github.com/quelmap-inc/quelmap). | | [worldmonitor](/tools/koala73-worldmonitor.md) | [quelmap](/tools/quelmap-inc-quelmap.md) | | --- | --- | --- | | Tagline | Real-time global intelligence dashboard with AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking | Open Source Local Data Analysis Assistant | | Stars | 82,968 | 200 | | Forks | 12,378 | 21 | | Open issues | 343 | 4 | | Language | TypeScript | TypeScript | | Adopt for | Worldmonitor provides a comprehensive real-time intelligence dashboard covering global news, geopolitics, and infrastructure with AI-powered monitoring. | Quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [worldmonitor](/tools/koala73-worldmonitor.md) | [quelmap](/tools/quelmap-inc-quelmap.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 334d | | Open issues (now) | 343 | 4 | | Stars delta | +21k (30d) | -2 (30d) | | Open issues delta | +141 (30d) | 0 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/koala73-worldmonitor/trust.md) | [trust report](/tools/quelmap-inc-quelmap/trust.md) | ## Decision facts: worldmonitor - **Pricing:** freemium - Open-source (AGPL-3.0-only) for free with self-hosting, commercial licensing required for private-source use. - **Requirements:** Min 4 GB RAM; Requires Docker; - Features like news aggregation and infrastructure tracking may require additional credentials.; - You need to set up a development environment with TypeScript and NPM, and configure `.env` files based on your use case. - **Adopt for:** Worldmonitor provides a comprehensive real-time intelligence dashboard covering global news, geopolitics, and infrastructure with AI-powered monitoring. ## Decision facts: quelmap - **Adopt for:** Quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. ## Choose when ### Choose worldmonitor if… - License: worldmonitor is Other, quelmap is Apache-2.0. - Pricing: Open-source (AGPL-3.0-only) for free with self-hosting, commercial licensing required for private-source use.. - Requirements: Min 4 GB RAM; Requires Docker; - Features like news aggregation and infrastructure tracking may require additional credentials.; - You need to set up a development environment with TypeScript and NPM, and configure `.env` files based on your use case.. - Tags unique to worldmonitor: agent, ai, dashboard, geopolitics. - - You require real-time, unified situational awareness across multiple domains such as geopolitics and infrastructure tracking. ### Choose quelmap if… - License: quelmap is Apache-2.0, worldmonitor is Other. - Tags unique to quelmap: data-analysis, local-ai-agents, open-source. - Use Quelmap when you require an open-source solution for local data analysis with the support of AI functionalities. ## When NOT to use worldmonitor - - If your project or organization insists on proprietary licensing, as Worldmonitor operates under an AGPL-3.0 license, requiring source code transparency and sharing. - - You do not need real-time data updates or can be satisfied with less comprehensive aggregation of geopolitical and infrastructure information. ## When NOT to use quelmap - Avoid using Quelmap in scenarios where a closed-source, fully-supported commercial tool is preferred for data analysis tasks. - Do not use Quelmap if you do not have the technical capability to make modifications or troubleshoot an open-source project. ## Common questions ### What is the difference between worldmonitor and quelmap? worldmonitor: Real-time global intelligence dashboard with AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking. quelmap: Open Source Local Data Analysis Assistant. See the comparison table for live GitHub stats and shared categories. ### When should I choose worldmonitor over quelmap? Choose worldmonitor over quelmap when License: worldmonitor is Other, quelmap is Apache-2.0; Pricing: Open-source (AGPL-3.0-only) for free with self-hosting, commercial licensing required for private-source use.; Requirements: Min 4 GB RAM; Requires Docker; - Features like news aggregation and infrastructure tracking may require additional credentials.; - You need to set up a development environment with TypeScript and NPM, and configure `.env` files based on your use case.; Tags unique to worldmonitor: agent, ai, dashboard, geopolitics; - You require real-time, unified situational awareness across multiple domains such as geopolitics and infrastructure tracking. ### When should I choose quelmap over worldmonitor? Choose quelmap over worldmonitor when License: quelmap is Apache-2.0, worldmonitor is Other; Tags unique to quelmap: data-analysis, local-ai-agents, open-source; Use Quelmap when you require an open-source solution for local data analysis with the support of AI functionalities. ### When should I avoid worldmonitor? - If your project or organization insists on proprietary licensing, as Worldmonitor operates under an AGPL-3.0 license, requiring source code transparency and sharing. - You do not need real-time data updates or can be satisfied with less comprehensive aggregation of geopolitical and infrastructure information. ### When should I avoid quelmap? Avoid using Quelmap in scenarios where a closed-source, fully-supported commercial tool is preferred for data analysis tasks. Do not use Quelmap if you do not have the technical capability to make modifications or troubleshoot an open-source project. ### Is worldmonitor or quelmap more popular on GitHub? worldmonitor has more GitHub stars (82,968 vs 200). Stars measure visibility, not whether either tool fits your constraints. ### Are worldmonitor and quelmap open source? Yes - both are open-source projects on GitHub (worldmonitor: Other, quelmap: Apache-2.0). ### Where can I find alternatives to worldmonitor or quelmap? GraphCanon lists graph-backed alternatives at [worldmonitor alternatives](/tools/koala73-worldmonitor/alternatives) and [quelmap alternatives](/tools/quelmap-inc-quelmap/alternatives) ([worldmonitor markdown twin](/tools/koala73-worldmonitor/alternatives.md), [quelmap markdown twin](/tools/quelmap-inc-quelmap/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/koala73-worldmonitor-vs-quelmap-inc-quelmap.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, worldmonitor or quelmap? worldmonitor: Very active. quelmap: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for worldmonitor and quelmap? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [worldmonitor trust report](/tools/koala73-worldmonitor/trust); [quelmap trust report](/tools/quelmap-inc-quelmap/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=koala73-worldmonitor`](/api/graphcanon/graph?tool=koala73-worldmonitor) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_