Warmth Engine Observatory
Coordination Intelligence: AI infrastructure coordination dynamics across geopolitical blocs
| Endpoint | https://warmthengine.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.25.5 |
| Now | 18 tools · grade F (49) · pin ts_35ffdc63d1d2a5858cccadde354c9a68 · protocol 2025-06-18 |
| First / last listed | 2026-11-05 01:44 UTC / 2026-11-05 01:44 UTC |
| Grade over time | 2026-11-05: F (49), 18 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: search_events get_event get_connections get_actors get_coverage_stats get_methodology get_connection_by_id get_topology traverse_coordination get_capability_signatures get_capability_links get_threads get_event_stack query_scp get_blocs get_contribution get_metrics get_commitments
search_events | Search and filter the WEO event corpus by `query` text or classification (bloc, tier, domain, event type, primary industry tag); returns the matching events with their metadata, capped by `limit` (default 20, max 50). Use to discover or shortlist events; for a single event's complete record, use `get_event`. Events enter after a verification lag from their implementation date (six months; 60 days params: query, bloc, tier, domain, type, industry, limit |
get_event | Retrieve one event by ID — classification, assessment, sources, industry tags, Environmental Nexus Tags (ENTs), bloc analysis, and tier rationale. Use when you already hold an event ID; to find IDs, use `search_events`. Pass `event_id` as the zero-padded string (e.g. "06", "141"). `date` is the implementation date (general availability for a product release). Free tier returns the complete record params: event_id* |
get_connections | Retrieve Coordination Connections (CCs) — the typed, directional relationships WEO records between events — optionally filtered by event (as source or target), type (1–7), or confidence (CC-V / CC-E / CC-A). For a single CC by its identifier, use `get_connection_by_id`. Each CC carries its id, source/target event IDs, type name + number, confidence, and direction; full tier — and either tier when params: event_id, connection_type, confidence |
get_actors | Retrieve whole Sovereign Capability Profile (SCP) actors — each with its designation (PAA / AIK / ACS / Participant), capability score, severance result, `assessed` (the register month, YYYY-MM, the profile was assessed in), a met/not-met assessment across the seven capability dimensions (D1–D7), and `energy_context`. Use to fetch complete actor records; to pivot one dimension across all actors, c params: designation, actor_name |
get_coverage_stats | Retrieve the current corpus statistics — live counts and distributions of events, Coordination Connections (CCs), and Sovereign Capability Profile actors across bloc, tier, domain, event type, primary industry, CC type, confidence, and designation, plus Environmental Nexus Tag (ENT) statistics with the Warmth Engine Ratio, counts of the derived layers — Infrastructure Threads, Capability Links wit params: none |
get_methodology | Look up the WEO methodology definition for any platform-specific term, field, or concept (e.g. "CC-V", "T2", "PAA", "ENT-1", "PIET"). Returns the term's definition, its section anchor, a deep link to that section of the published methodology, and the methodology version. Use to resolve any vocabulary the other tools return. Pass `term`; matching is exact-first, then substring, and an unknown term params: term* |
get_connection_by_id | Retrieve a single Coordination Connection (CC) by its `connection_id` (e.g. "CC-06-11-3"). Use when you have the exact identifier; to list or filter CCs, use `get_connections`. Returns the CC with full evidence on the full tier — or when an endpoint is a sample event — and the base fields only otherwise. params: connection_id* |
get_topology | Retrieve the precomputed Coordination Topology — the structural lineage layer over the parent→child Coordination Connection graph (a DAG). Omit `node_id` for whole-graph network statistics (taxonomy-class counts, roots, multi-parent nodes, dominant roots by coordination reach, weakly-connected components). Pass `node_id` (e.g. "E34") for one node's structural metrics: generational depth (min/max/a params: node_id, class, cc_type, min_reach |
traverse_coordination | Walk the Coordination Topology lineage graph (precomputed lookups over the parent→child Coordination Connection DAG). `mode="path"` returns every path between `source` and `target`, each with its CC-type (connection-type) sequence and whether it is pure lineage (homogeneous) or crosses a sibling/bidirectional edge; `mode="ancestors"`/`"descendants"` return the nodes reachable up/down the hierarchy params: mode*, node_id, source, target, cc_types, max_depth, homogeneous_only |
get_capability_signatures | Retrieve the precomputed Capability Signatures — directional Coordination Connection (CC) chains or hubs (connection types 1/3/4/5) whose member events span two or more Sovereign Capability Profile (SCP) dimensions, surfaced as corroborating structural texture rather than a headline finding. Omit `signature_id` for the whole set — each signature with its nodes, directional legs (from/to + connecti params: signature_id, include_retired |
get_capability_links | Retrieve the event↔dimension membership links — which events qualify or contribute to each actor's Sovereign Capability Profile (SCP) capability dimensions. Filter by `actor` (e.g. "US", "CN", "GB" — note GB, not UK), `dimension` (D1–D7), or `event_id`. Each link carries its `link_type` (`qualifying_contributor` = establishes the dimension vs `capability_area` = contributes to it), `attribution` ( params: actor, dimension, event_id, include_retired |
get_threads | Retrieve Infrastructure Threads — the factual material-link layer recording where the same named AI hardware asset (chip / GPU / NPU / custom ASIC) appears as a documented fact in two events. A thread is not a Coordination Connection: no connection type, no confidence grade — either the asset match is verified or it isn't. Pass `event_id` for that event's linked events in both directions: outbound params: event_id |
get_event_stack | Assemble the stack journey for one event — its kind-labelled value-chain neighbourhood at depth 1, the same composition the Atlas renders, in one call. Returns three separate arrays, never merged: `coordination` — the event's own Coordination Connections (CCs), all seven connection types, directed (types 1/3/4/5) and bidirectional/sibling (types 2/6/7) alike; each carries type/confidence/direction params: event_id* |
query_scp | Query the Sovereign Capability Profile (SCP) register by pivoting and comparing — distinct from `get_actors`, which fetches whole actors and is where `energy_context` is served; it is not returned here. Pass exactly one of: `dimension` (e.g. "D3") pivots that one dimension across every actor (each actor's met status and recorded headline, on what basis); `actors` (e.g. ["US","CN"]) lays those acto params: dimension, actors, watch |
get_blocs | Retrieve the WEO Bloc Membership Register — every nation in the register with its bloc assignment and universal membership category (Core / Integrated / Engaged / Peripheral / Non-Aligned), its key evidence and source URLs, plus document metadata and sectioned provenance (snapshot history, changelog, pre-register decisions). Served whole and free — the machine mirror of the public blocs register. params: none |
get_contribution | Look up WEO Contribution Architecture vocabulary — the contributor programme's terms, credit classes, and governance provisions (e.g. "Delta Credit", "Founding Observer", "Observer Network", "rate card", "malinformation"). Returns the term's context, its section anchor, and a deep link into the self-hosted CA edition. Omit `term` for programme status: phase, activation criterion, current corpus si params: term |
get_metrics | Retrieve the WEO quantitative coordination metrics — dated observations of the documented connection network computed under Towards Coordination Science (TCS). Returns Cross-Sector Transmission Frequency (CSTF) with its permutation null model, the cross-sector transmission matrix (sparse non-zero cells plus the fixed 11-category row order), Framework Family Density, Cross-Bloc Connection Frequency params: metric, include_history |
get_commitments | Retrieve the Compute Commitment Register — verified commitments of computing capacity by named actors to societal challenges, one record per instrument, quantities as published, never summed. Returns the challenge table (documents counted once per challenge touched; Committed and Allocated counts), the actor table, records with commitment, delivery and corroborating evidence, the Challenge List Re params: view, challenge, actor_id, actor_type, record_id, band, status, ai_compute, standing, include_history |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.