# Warmth Engine Observatory **Category:** 💻 Developer Tools **Repository:** https://github.com/warmthengine/warmth-engine-observatory **Views:** 0 **Installs:** 0 **Upvotes:** 0 **Directory Page:** https://allmcps.com/mcp/warmth-engine-observatory ## Description AI infrastructure coordination: events, connections, profiles, topology, capability, threads, blocs ## Claude Desktop Quick Installation Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low): ```json "mcpServers": { "warmth-engine-observatory": { "command": "npx", "args": ["-y","warmth-engine-observatory"] } } ``` ## Documentation & README # Warmth Engine Observatory (WEO) **AI Infrastructure Coordination Dynamics** [![Licence: CC BY 4.0](https://img.shields.io/badge/Licence-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/) --- ## Overview The Warmth Engine Observatory tracks AI infrastructure coordination dynamics across geopolitical blocs through verified events and mapped Coordination Connections. **Scope:** WEO tracks *systemic* AI infrastructure coordination — observable coordination dynamics between major power centres (currently nation-states and geopolitical blocs). This differs from operational AI infrastructure management, which addresses how organisations run their own AI systems. **Live Platform:** [www.warmthengine.com](https://www.warmthengine.com) --- ## Platform Components - **Event Database** — Verified AI infrastructure coordination events classified by tier (Cross-Bloc, Between-Bloc, Intra-Bloc) and domain (Energy/Infrastructure, Security, Technology, Trade), tagged by industry sector (11-category GICS-anchored taxonomy) and assessed for environmental intersections via Environmental Nexus Tags (5-type ENT taxonomy with Warmth Engine Ratio) - **Coordination Connections** — Documented relationships between events revealing structural patterns across the database (Policy Cascade, Joint Issuance, Funding Flow, Regulatory Enablement, Response, Framework Family, Parallel Policy) - **Interactive Map** — Geographic visualisation of global AI infrastructure deployment - **Interactive Atlas** — Network, timeline, and connectedness analytical surface for exploring coordination topology and event relationships via Cytoscape.js - **Evidence-Based Verification** — Every event verified through primary and corroborating sources with gold standard evidentiary requirements - **Sovereign Capability Profiles** — 7-dimension framework assessing 20 state actors' sovereign control across the AI infrastructure stack, with four designation levels (PAA, AIK, ACS, Participant); includes qualification headlines, constraint summaries, sourced evidence, and severance analysis - **Profiles Page** — Standalone `/profiles/` page rendering the full SCP panel with dimension filtering, actor detail expansion, and Dimension Watch table - **Dimension Watch** — Forward-looking monitoring table identifying actors approaching a designation status change at the next assessment cycle, with trigger conditions and timeline estimates - **Infrastructure Threads** — Factual cross-event links documenting where the same AI infrastructure asset (chip or accelerator, energy source, or fabrication facility) appears across multiple verified events, with four link types (fabricated_at, deploys, trains_on, powered_by); toggleable overlay on the Atlas and queryable via `get_threads` - **Guided Journeys** — Operator-curated analytical pathways across three substrates on the Atlas: coordination (directional coordination lineage), hardware (infrastructure thread links), and all layers (fusion traversal spanning coordination, material, and capability layers) - **Coordination Topology** — Parent-child coordination backbone mapping directional relationships (Policy Cascade, Funding Flow, Regulatory Enablement, Response) across the event corpus, powering the Atlas network view - **MCP Integration** — Model Context Protocol server at `warmthengine.com/mcp` exposing sixteen programmatic tools for AI systems to query verified Coordination Intelligence (search_events, get_event, get_connections, get_connection_by_id, get_actors, get_coverage_stats, get_methodology, get_topology, traverse_coordination, get_capability_signatures, get_capability_links, get_threads, get_event_stack, query_scp, get_blocs, get_contribution) --- ## Architecture The platform uses a decoupled architecture: HTML files serve as lightweight UI shells that fetch data dynamically from the WEO API (Cloudflare Worker + KV). - **Data source:** Cloudflare KV via WEO API (`warmthengine.com/api/`) - **MCP endpoint:** `warmthengine.com/mcp` (Model Context Protocol for AI agent access) - **Authentication:** Token-based (`?token=weo_xxx`) for API and MCP consumers; password header for website - **Fallback:** Static JSON file for API downtime resilience - **Hosting:** GitHub Pages with custom domain - **Routes:** Managed via `wrangler.toml` (`warmthengine.com/api/*` and `warmthengine.com/mcp*`) Data updates flow through the API — no HTML changes required for new events or connections. --- ## Methodology Documentation The WEO methodology is documented across four publications, all available on Zenodo with DOI registration: ### Core Documentation | Publication | DOI | |---|---| | **WEO Methodology Manual** — Operational specification covering event verification, significance assessment, tier classification, domain classification, industry tagging, environmental nexus tagging, and Coordination Connection methodology | [`10.5281/zenodo.18427565`](https://doi.org/10.5281/zenodo.18427565) | | **WEO Methodology Rationale** — Companion document providing empirical derivation, theoretical grounding, and calibration justification for all methodology components | [`10.5281/zenodo.18427582`](https://doi.org/10.5281/zenodo.18427582) | ### Methodology Extensions | Publication | DOI | |---|---| | **Towards Coordination Science: A Framework for Measuring Geopolitical Coordination Dynamics Through Event Relationship Patterns** — Coordination Connection metrics and theoretical foundations (Layer 2 framework) | [`10.5281/zenodo.18427584`](https://doi.org/10.5281/zenodo.18427584) | | **Tier-Crossing Dynamics in Coordination Networks: A Methodology Extension for Cross-Level Connection Analysis** — Analytical framework for examining Coordination Connections across different tiers | [`10.5281/zenodo.18427586`](https://doi.org/10.5281/zenodo.18427586) | ### Self-Hosted Documentation The V1.5 Manual and Rationale are self-hosted as navigable HTML with granular section anchoring: - **Manual:** [`warmthengine.com/research/methodology/manual/`](https://warmthengine.com/research/methodology/manual/) (490 section anchors) - **Rationale:** [`warmthengine.com/research/methodology/rationale/`](https://warmthengine.com/research/methodology/rationale/) (193 section anchors) - **Errata & Corrigenda:** [`warmthengine.com/research/methodology/errata/`](https://warmthengine.com/research/methodology/errata/) — V1.5 errata and corrigenda (expression corrections and substantive corrections to reported findings, with machine-readable `errata.json`) A semantic dictionary (`data/weo-methodology-map.json`) maps 185 WEO-specific terms to their methodology section anchors, serving both human tooltip navigation and the MCP `get_methodology` tool. --- ## Repository Structure ``` warmth-engine-observatory/ ├── index.html # Main platform (interactive map) ├── atlas.html # Interactive atlas (network/timeline/connectedness) ├── events.html # Events database ├── methodology.html # Methodology overview ├── blocs.html # Bloc analysis ├── research.html # Research publications ├── about.html # About WEO ├── support.html # Supporter access ├── legal.html # Legal information ├── 404.html # Custom error page ├── profiles/ │ └── index.html # Sovereign Capability Profiles page (generated) ├── scripts/ │ └── generate_profiles.py # Profiles page generator (actors JSON → HTML) ├── data/ │ ├── events-free.json # Static fallback (free-tier event data) │ └── weo-methodology-map.json # 185 term-to-anchor semantic mappings ├── research/ │ └── methodology/ │ ├── errata/ # V1.5 Errata Register (HTML + errata.json) │ ├── manual/ # Self-hosted V1.5 Manual (HTML + PDF) │ ├── materials-register/ # AI-Critical Materials Register (HTML) │ └── rationale/ # Self-hosted V1.5 Rationale (HTML + PDF) ├── sitemap.xml # XML sitemap for search engines ├── robots.txt # Crawler directives ├── og-image.png # Open Graph social preview image ├── favicon_48x48.png # Browser tab icon (48px) ├── favicon_32x32.png # Browser tab icon (32px) ├── favicon_16x16.png # Browser tab icon (16px) ├── CNAME # Custom domain configuration ├── LICENSE.md # Licence information └── README.md # This file ``` --- ## Citation If using this platform or its methodology in research, please cite: ``` Warmth Engine Observatory (WEO) Warmth Engine, 2026 https://www.warmthengine.com Licensed under CC BY 4.0 ``` --- ## Contact - **Website:** [warmthengine.com](https://www.warmthengine.com) - **Email:** warmthengine@proton.me --- ## Acknowledgements This platform uses the following open-source libraries and typefaces: - **[Leaflet](https://leafletjs.com/)** (BSD-2-Clause) — Interactive map functionality - **[Leaflet.markercluster](https://github.com/Leaflet/Leaflet.markercluster)** (MIT) — Map marker clustering - **[Geist](https://vercel.com/font)** (SIL Open Font Licence) — Primary typeface - **[Geist Mono](https://vercel.com/font)** (SIL Open Font Licence) — Monospace typeface - **[Cytoscape.js](https://js.cytoscape.org/)** (MIT) — Network graph visualisation (Atlas) --- ## Licence Methodology documentation is licensed under [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/). The platform, event database, and data products are proprietary. See [LICENSE.md](LICENSE.md) for full details.