Know your data sources.

Clearfork Intelligence — curated Texas & New Mexico oil & gas well data, TX drilling permits, and monthly production history with enrichment (aggregated production stats, SB-1150 "zombie well" exposure, canonical well IDs, radius + batch lookup). A cleaned commercial layer complementing the public rrc/nmocd connectors. AUTH: PAID Bearer token (key format cfork_live_...). Set CLEARFORK_BEARER_TOKEN. Requires an Operator ($249/mo) or Enterprise ($499/mo) plan; the permits methods are Enterprise-only. getServiceInfo works without a key (hits the public /health endpoint).

Cognite Data Fusion (CDF) connector for industrial assets, events, and time series data.

Energy intelligence platform with wells, rigs, and production endpoints.

Official licensed IEA Release API. The model directly chooses among six exact read-only operations: product listing, release listing/details/latest, and file download by IDs or by exact release date and filename. The runtime only validates bounded arguments, places the Bearer token, enforces the official fixed paths, and caps provider responses.

iWell field-data platform: pumper data, tanks, meters, production, run tickets, well groups, custom fields, validation, notes. Auth: OAuth2 password grant (client_id, client_secret, username, password). Token cached 7 days. Rate: 24 req/min. Date params: `since` = UNIX epoch seconds (30-day lookback). `start`/`end` = YYYY-MM-DD inclusive, 30-day window max (server enforces 30 even though docs say 31). `hourly=true` on tank readings requires start===end. Numeric updated_by/author fields → call list_users_map for {id:name} dict. 73 provider operations plus 2 helpers. DELETEs and iWell's inconsistent user-to-well verifier are omitted; use get_wells_well_id_users_user_id for access verification.

Palantir Foundry v2 enterprise data platform. The complete 412-operation union of the current official Python and TypeScript SDKs is pinned locally. Discovery uses collision-safe domain_resource_method names; execution uses exact verbs, paths, parameter locations, headers, and request-body aliases. Stack may be supplied per call or stored with the connection.

ROGII Solo geosteering and subsurface-data connector for projects, laterals, interpretations, horizons, typewells, logs, drilling traces, directional drilling, grids, trajectories, completions, and production. All 210 current provider data operations are generated from the pinned official contract; OAuth token minting stays inside the connector credential boundary.

SafetyCulture (iAuditor) connector for audits/inspections and task workflows.

Samsara fleet/IoT — vehicles, equipment, drivers, GPS, telematics, HOS, safety, geofences, DVIRs. AUTH: Bearer token. Cursor-based pagination via pagination.endCursor → 'after' param. RATE: 150 req/s/token, 200 req/s/org. HTTP 429 with Retry-After. PATTERNS: snapshot (current), feed (cursor polling), history (time-range). STAT TYPES (max 3): gps, engineStates, engineRpm, fuelPercents, obdOdometerMeters, batteryMilliVolts, faultCodes, etc.

Read-only Snowflake SQL API connector for model-authored queries and exact metadata discovery. RULES: 1. Supply warehouse when the Snowflake user has no DEFAULT_WAREHOUSE. 2. Discovery flow: listDatabases → executeSQL (schemas) → listTables → describeTable → executeSQL (data). 3. Use describeTable to verify column names before querying. 4. Use DB.SCHEMA.TABLE when not setting database/schema context. 5. executeSQL returns at most maxRows (default 100, maximum 1000) and reports truncation.

Spire Maritime vessel data — vessel registry, port events by vessel or location, port details, and voyage tracking from Spire's AIS satellite network.

WattTime marginal emissions signals and forecasts — real-time MOER (lbs CO₂/MWh), historical data, and forward-looking forecasts by grid region.

Whitson+ reservoir engineering. PVT, DCA, RTA, BHP, history matching, nodal analysis, production, and well monitoring. All 289 current official operations are generated from the pinned OpenAPI contract. Auth is owned by the connector bearer-token boundary.