Know your data sources.

Direct, bounded access to the current AFE Leaks REST and OData APIs: US well costs, production, EUR, engineering data, SEC financials, institutional data, bulk manifests, the full v2 US well/permit/completion universe, and the separate Alberta/British Columbia universe. The model selects and composes exact provider operations; PatchOps only validates and serializes them.

Direct read access to all ten active AirNow API service families through seven methods. The model selects the reporting area or location, pollutant, time aggregation, and AQI/concentration mode; PatchOps validates and sends that exact request.

Azure DevOps — projects, work items, git, pipelines, releases, artifacts, test plans, wikis. Domains: Projects/Teams, Work Items (WIQL queries), Boards/Sprints, Git Repos+PRs, Pipelines/Builds, Releases, Artifacts, Test Plans, Wiki. RULES: 1. Requires PAT (dev.azure.com/{org}/_usersSettings/tokens). 2. All methods need 'organization' param. 3. Most methods need 'project' (name or ID). 4. WIQL: "SELECT [System.Id] FROM WorkItems WHERE [System.State] = 'Active'". 5. Create/update fields: {"/fields/System.Title": "title"} or {"System.Title": "title"}. 6. Git uses repositoryId (name or GUID). 7. Releases auto-route to vsrm.dev.azure.com.

Read-only Checkr background screening connector with PII-redacted candidate and report responses.

Production forecasting, decline curve analysis, type curves, and economic evaluations for oil and gas assets.

Commodities-API — latest, historical, time-series, fluctuation, and OHLC for 80+ commodities. METHODS: getLatestPrices, getHistoricalPrices, getTimeSeries, getFluctuation, convert, getOHLC, getOilPrices, getEnergyPrices

Copernicus / Sentinel satellite data — search and download Sentinel-2 optical, Sentinel-5P methane (CH4), and other ESA Earth observation products from the Copernicus Data Space.

Corva API v2.221.1: 744 documented operations; 731 exact model-visible operations generated from the official Swagger spec, with 13 dead or credential-bound routes explicitly excluded. Includes wells, rigs, pads, drilling/completion data, apps, documents, integrations, and administrative operations. AUTHENTICATION: Supports two methods: 1. API Key: Provide apiKey/CORVA_API_KEY 2. Email/Password: Provide email + password (creates JWT token automatically)

CourtListener (Free Law Project) U.S. opinions, RECAP/PACER dockets, judges, bankruptcy-party signals, and judicial financial disclosures. A free CourtListener API token is required; default authenticated limits are 5/minute, 50/hour, and 125/day. RECAP coverage is not a complete PACER substitute.

Sanctions and export-restriction screening for businesses and people across Commerce, State, and Treasury lists through the International Trade Administration. Returns potential name matches with source-list evidence and the required verification warning. A free ITA Data Services subscription key is required.

Databento historical/reference market data connector for metadata, symbology, and time-series range queries.

U.S. Energy Information Administration (EIA) API. Datasets: electricity, natural gas, coal, petroleum, STEO/AEO/SEDS, plus plant-level Form 860 generator capacity and Form 923 monthly net generation. RULES: 1. API key required (eia.gov/opendata). 2. getRoutes/getFacets discover datasets and filter values. 3. Plant-level: searchGenerators / searchPlants / getPlantGeneration / getRetirementSchedule / getFuelMix / getServiceInfo. 4. Form 860 facets: stateid, energy_source_code, prime_mover_code, balancing_authority_code, sector, status (OP/SB/OS/OA). 5. Form 923 facility-fuel facets are camelCase: plantCode, fuel2002, primeMover, state. 6. Dates: YYYY-MM (Form 860/923) or YYYY-MM-DD; pagination capped at 5000 rows/JSON response.

Electricity Maps v4 global electricity, carbon, load, flow, price, and forecast data. Three v3 helpers remain as compatibility aliases.

ENTSO-E Transparency Platform — European generation, load, and day-ahead market prices across all EU TSOs. Query by country, bidding zone, and date range.

EPA Air Quality System (AQS) historical monitor and daily measurement data. CRITICAL USAGE RULES: 1. Requires EPA AQS credentials (email + key) per connector connection 2. Use 2-digit FIPS state codes (e.g., "48" for Texas) 3. Use AQS parameter codes like 44201 (ozone), 88101 (PM2.5) 4. Date format is YYYYMMDD

EPA CAM (EASEY) power-sector emissions and allowance data — facility-level SO₂, NOₓ, and CO₂ reports plus cap-and-trade allowance transactions.

ERCOT Public Data API for Texas electricity-market products, queryable artifacts, archives, and bundles. listProducts returns the compact product/artifact catalog. describeArtifact returns exact provider filters without executing data. queryArtifact validates the selected EMIL product, artifact, and filters against the pinned official 249-operation index. The runtime owns provider URLs, headers, verbs, bodies, and authentication. The public surface covers 242 artifact GETs plus catalog, version, product, archive, and bundle listing. Binary ZIP download wrappers remain internal because their document IDs must come from a preceding list call. Provider limit: 30 requests/minute.

Finnhub — real-time quotes, company data, news, calendars, analyst coverage. QUOTES / COMPANY: getQuote, getCompanyProfile, searchSymbol, getPeers NEWS / CALENDARS: getCompanyNews, getEarningsCalendar, getEconomicCalendar OWNERSHIP / ACTIVITY: getInsiderTransactions, getInstitutionalOwnership FINANCIALS: getFinancials, getRecommendations, getCommodityCandles

Firecrawl web content extraction connector with crawl, scrape, and search capabilities for structured web data extraction.

Read-only First Advantage REST API connector with PII-redacted candidate and screening responses.

FMCSA carrier safety, crash, and inspection records for vetting third-party haulers. No user credentials: PatchOps supplies QCMobile's required WebKey; DOT Socrata reads are keyless. CARRIER: getCarrierByDOT, searchCarriersByName, getCarrierByDocket. SAFETY: getCarrierBasics (BASIC scores), getCarrierAuthority (authority + insurance), getCarrierOOS. HISTORY: getCrashes (all-time), getInspections (rolling ~3yr). RULES: 1. DOT number is primary; resolve it with searchCarriersByName. 2. Subsidiaries can have different DOT numbers; name search returns up to 20 matches. 3. Crashes are all-time; inspections cover ~3 years. Zero rows is valid. 4. BASIC scores can be stale (runDate surfaced) — don't read percentiles as current.

Financial Modeling Prep — company profiles, financials, quotes, ownership, commodities. COMPANY: getCompanyProfile, searchCompanies, getPeerComparison FINANCIALS: getIncomeStatement, getBalanceSheet, getCashFlowStatement, getKeyMetrics, getFinancialRatios MARKET: getStockPrice, getHistoricalPrice, getEarningsCalendar, getCommodityPrices OWNERSHIP: getInstitutionalOwnership, getInsiderTrading ESG: getESGScore

Complete read-only access to the current Federal Reserve Economic Data APIs. DISCOVERY IS DETERMINISTIC: listOperations returns the 36-operation official inventory; describeOperation returns the exact documented parameters for one selected path and never executes. The model selects the operation and values. queryOperation only validates and performs that exact GET. The pinned official inventory covers all 31 FRED v1 operations, all four GeoFRED map operations, and the FRED v2 bulk release-observations operation. Provider URLs, headers, authentication, HTTP method, and response media type are runtime-owned and cannot be supplied by the caller. Results default to 100 rows where the provider supports a limit.

GPS tracking and asset management connector for GeoForce devices. Provides access to device telemetry, asset assignments, and location data.

MyGeotab JSON-RPC connector for fleet telematics, entity reads, and feed synchronization.

Gas Infrastructure Europe (AGSI / ALSI) — EU gas storage and LNG terminal inventories and flows. STORAGE: getStorageOverview, getStorageByCountry, getStorageByFacility, getStorageHistory LNG: getLNGOverview, getLNGByCountry LISTINGS: listCountries, listCompanies

GreaseBook — field-data-capture (pumper) app for oil & gas operators. Read-only surface: company assets, batteries, daily production, and battery/gas-meter/water-meter measurements. ASSETS / BATTERIES: getAssets, searchBatteries PRODUCTION: getBatteryDailyProduction (oil, oil sales, oil stock, water, gas mcf) MEASUREMENTS: getBatteryMeasurements, getGasMeterMeasurements, getWaterMeterDailyMeasurements COMMENTS: getBatteryComments (paginated) RULES: 1. Auth = apiKey query param. Base is integration.greasebook.com (api.greasebook.com does NOT serve this API). 2. Dates (start/end/date) are YYYY-MM-DD; batteryId/gasMeterId/page/pageSize are integers. 3. Rate limit 500/min. Write endpoints (create/push/upload) are intentionally not exposed.

Read-only HireRight REST Connect connector with PII-redacted order and report responses.

S&P Global IHS Energy Data Services API (Swagger-backed). International upstream, NA midstream/pressure, Energy Docs, Upstream Intelligence. USAGE: 1. listOperations({tag?, text?}) — discover Swagger ops. 2. describeOperation({operationId}) — inspect params. 3. request({operationId, pathParams, query, body}) — execute any operation. 4. listDomains() — entitlement resources. 5. listViews/retrieve/count for catalog domains (e.g. northamerica/midstream, adm/eandp). 6. getSessions/deleteSessions for session mgmt.

ISNetworld (ISN) — contractor safety/compliance for O&G hiring clients. Domains: Contractors, Scorecards/Compliance, Insurance/Documents, Employees/Training, Incidents/Safety stats (EMR/TRIR/DART), Projects/Sites, Audit/Evaluation, Analytics. RULES: 1. Auth: "CompanyKey:UserKey" in API key field. Token auto-acquired. 2. Restricted to Hiring Clients. 3. Most methods need contractorId — use getContractors/searchContractors. 4. Use getApiHelp to discover endpoints (self-documenting API). 5. getExpiringDocuments/getExpiringTraining for proactive compliance.

MarineTraffic vessel intelligence — real-time AIS positions, historical tracks, port calls, vessel events, current voyage forecasts, master data, and vessel search.

MISO Data Exchange exact LGI reads for day-ahead demand, generation by fuel type, and interchange. Rate limit: 100 calls/min, 24k/day.

MSHA mine-safety enforcement data via the DOL Open Data Portal — mines master list, violations (S&S), accidents/injuries, inspections; catalog browsing is keyless, bulk data needs a free DOL API key (DOL_API_KEY).

Nasdaq Data Link (formerly Quandl) — exact time-series and metadata reads. Energy shortcuts for WTI, Henry Hub, OPEC, NG. CORE: getDataset, getDatasetMetadata, getDatabase ENERGY SHORTCUTS: getWTIFutures, getNatGasFutures, getOPECBasketPrice, getHenryHubSpot CRITICAL USAGE RULES: 1. Dataset is addressed by databaseCode + datasetCode (e.g., 'CHRIS' + 'CME_CL1') 2. Time-series filters: startDate / endDate / limit / order / collapse / transform

National Laboratory of the Rockies data for US solar resource, geospatial dataset coverage, and nearby alternative-fuel stations.

OilPrice.com commodity price API. Key optional for demo endpoints; required for full history and all commodity codes. LATEST: getLatestPrices, getPrice, listCommodities, getOilPrices, getGasPrices, getNGLPrices HISTORY: getPastDay, getPastWeek, getPastMonth, getPastYear

OpenInvoice (Enverus) Source-to-Pay Buyer API — read surfaces for oilfield invoicing, procurement, and AFE spend. Requests are HMAC-signed (SHA256) with your OpenInvoice signing key. TRANSACTIONS: getInvoices, getInvoice, getReceipts, getPurchaseOrders MASTER DATA: getAFEs, getCostCenters, getAccountCoding, getSuppliers, getUsers, getItemMaster, getProducts OTHER: getDocumentSummaries, getServiceInfo

PJM Data Miner official 70-feed catalog: exact GET search and metadata operations.

Massive (formerly Polygon.io) — equity quotes, aggregates, ticker reference, financials, splits, dividends, market holidays. QUOTES / BARS: getStockQuote, getAggregates, getDailyBar REFERENCE: searchTickers, getTickerDetails, getRelatedCompanies CORPORATE ACTIONS: getStockSplits, getDividends FINANCIALS / CALENDAR: getFinancials, getMarketHolidays

Read-only PostgreSQL connector for SQL queries, table discovery, and schema inspection.

Quickbase — low-code platform for apps, databases, workflows, reports. Domains: Apps, Tables, Fields, Records (upsert/runQuery/deleteRecords), Reports, Files, Formulas, Groups, Users, Solutions, UserTokens, Trustees, Auth, Audit, Document Templates, Platform Analytics. DISCOVERY: listApps enumerates token-accessible apps (legacy XML). Auth: QB-USER-TOKEN + QB-Realm-Hostname. 67 methods covering the REST API.

Regulations.gov API v4 (U.S. eRulemaking Program) — the public face of federal rulemaking: dockets (the regulatory file), documents (proposed/final rules, notices, supporting materials), and the public comments submitted on them. Track O&G / environment rules (methane Waste Emissions Charge, offshore leasing, GHG reporting) and harvest stakeholder comments, filtered by agency (EPA, BLM, BOEM, PHMSA, NOAA, FS), keyword, and posted date. The third leg of the compliance trio: pair with the Federal Register ("what just changed") and eCFR (current regulatory text). Works out of the box (public DEMO_KEY); set REGULATIONS_GOV_API_KEY for production volume.

Rextag — energy infrastructure GIS (pipelines, processing/compressor stations, plants, terminals, gathering systems), wells production/completions/permits, and natural-gas reports. Premium: bring your own Rextag API key. QUERY MODEL: 1. Call a *Schema / getInfrastructureTables method first to learn queryable fields + operators (gt/gte/lt/lte/equals/contains). 2. POST a filter body to the matching query* method. 3. Paginate with the returned scroll id via the matching scroll* method.

Nabors RigCLOUD — drilling rig data. Wells, real-time time series, depth-indexed events, SmartDRILL, SmartSLIDE, SmartNAV surveys, tour sheets, crew performance, comments. Domains: Wells, Tags, Time/Event Data, Comments, SmartDRILL/SLIDE/NAV, Sequences, Tour Sheet, Crew Analytics. RULES: 1. API key from platform.rigcloud.com. 2. Most methods need wellId — use getWellList. 3. Time series: tagIdList for channels, startTime/endTime range. 4. Event data is depth-indexed — startDepthValue/endDepthValue. 5. Tour sheet endpoints use 'filters' param.

Public federal entity registrations, UEIs, CAGE codes, registration status, and active exclusions from SAM.gov. Searches preserve source identifiers and distinguish missing results from affirmative standing. A free SAM.gov API key is required.

SEC-API.io — full-text search, structured queries, section extraction, XBRL→JSON, insider trading, 13F. For free-tier SEC access use the "sec" connector instead. SEARCH: fullTextSearch, queryFilings FILING TOOLS: getFilingUrl, extractSection, xbrlToJson OWNERSHIP: getInsiderTrading, get13FHoldings LOOKUP: getMappingCikToTicker

VesselFinder real-time and historical AIS vessel tracking — live positions, vessel lists, port calls, expected arrivals, and vessel master data.

NOV WellData — 182 exact model-callable operations generated from the official 183-operation Swagger. Covers jobs, assets, time/depth data, surveys, BHAs, casings, formations, models, alarms, reports, files, metadata, and provider capabilities. RULES: 1. Auth bootstrap is internal and excluded from the model surface. 2. Exact methods use the official operation ID prefixed with "official". 3. Mutating POST/PUT/DELETE operations require action approval. 4. Every input schema is closed and derived from the pinned official Swagger.

Oil/gas wells. Prefer searchWells wellId. - getOperatorProductionTrend({operator,state,fluid}) — ⭐ compact monthly trend; oil default. - aggregateProduction({state|county|basin|field,...}) — area or filtered-set trend. - getOperatorProduction({operator,state}) — per-well cumulative/peak summaries. - searchProductionSummary({operator,state}) — batch cumulative production. - getWellProductionTimeseries({wellId|api|uwi}) — one well only. - searchWells({sortBy:"CumOil"}) — ranked production + trajectory headers. Never loop per-well timeseries or auto-map. Map only on explicit request using coordinatesJson: JSON.stringify(result). getOperatorWells/searchWells include trajectory LINESTRING, depth, lateralLength, and surface/heel/KOP/BH. pageSize 50; page through totals.

WellOps (Mi4) oil & gas production data connector. Provides access to company, field, well, and daily production data from WellOps. CRITICAL USAGE RULES: 1. Use getCompanies() first to discover company IDs before other operations. 2. All endpoints except getCompanies() require a companyId parameter. 3. getWells() can be filtered by fieldId and date. 4. getWellDailyProduction() has no date filter; startDate/endDate are rejected. 5. Use getWellStatusOptions() to get valid well status values for interpreting well data. IMPORTANT FOR PRODUCTION DATA: - Always provide wellId OR fieldId to avoid timeouts - Company-wide queries (no wellId/fieldId) will timeout API Version: 1 (current) Authentication: X-Api-Key header