Warmth Engine Observatory

by warmthengine

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About

AI infrastructure coordination intelligence. Read-only tools serve verified events, Coordination Connections, Sovereign Capability Profiles, and methodology with semantic anchor mappings. Open free tier plus a token-authenticated analyst tier.

Details

Author: warmthengine
Downloads: 389
Categories: Other, AI, Infrastructure

- Verified event database with tier and domain classification
- Coordination Connections revealing structural patterns
- Interactive map and network atlas for visualization
- Sovereign Capability Profiles for 14 state actors
- Evidence-based verification with primary and corroborating sources
- MCP integration with seven programmatic query tools

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Warmth Engine Observatory

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

From the repository

Point your MCP client to warmthengine.com/mcp and use token-based authentication (?token=weo_xxx). Invoke tools such as search_events, get_event, get_connections, get_connection_by_id, get_actors, get_coverage_stats, or get_methodology.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "warmth engine observatory": {
            "warmth-engine-observatory": {
                "url": "https://warmthengine.com/mcp"
            }
        }
    }
}

McpServers

{
    "warmth-engine-observatory": {
        "url": "https://warmthengine.com/mcp"
    }
}

Warmth Engine Observatory (WEO)

AI Infrastructure Coordination Dynamics

---

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 ---

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 14 state actors' sovereign control across the AI infrastructure stack, with four designation levels (PAA, AIK, ACS, Participant) - MCP Integration — Model Context Protocol server at warmthengine.com/mcp exposing seven 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) ---

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 | | WEO Methodology Rationale — Companion document providing empirical derivation, theoretical grounding, and calibration justification for all methodology components | 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 | | 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 |

Self-Hosted Documentation

The V1.4 Manual and Rationale are self-hosted as navigable HTML with granular section anchoring: - Manual: warmthengine.com/research/methodology/manual/ (448 section anchors) - Rationale: warmthengine.com/research/methodology/rationale/ (172 section anchors) A semantic dictionary (data/weo-methodology-map.json) maps 166 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
├── data/
│   ├── events-free.json            # Static fallback (free-tier event data)
│   └── weo-methodology-map.json    # 166 term-to-anchor semantic mappings
├── research/
│   └── methodology/
│       ├── manual/                 # Self-hosted V1.4 Manual (HTML + PDF)
│       └── rationale/              # Self-hosted V1.4 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 - Email: warmthengine@proton.me ---

Acknowledgements

This platform uses the following open-source libraries and typefaces: - Leaflet (BSD-2-Clause) — Interactive map functionality - Leaflet.markercluster (MIT) — Map marker clustering - Geist (SIL Open Font Licence) — Primary typeface - Geist Mono (SIL Open Font Licence) — Monospace typeface - Cytoscape.js (MIT) — Network graph visualisation (Atlas) ---

Licence

Methodology documentation is licensed under Creative Commons Attribution 4.0 International. The platform, event database, and data products are proprietary. See LICENSE.md for full details.

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About

Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

Warmth Engine Observatory (WEO)

Overview

Platform Components

Architecture

Methodology Documentation

Core Documentation

Methodology Extensions

Self-Hosted Documentation

Repository Structure

Citation

Contact

Acknowledgements

Licence

Install

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