epwforge
Registry code: 9132aaf1e5780ab3
EPW and DDY weather file generation for building energy simulation — TMY, CMIP6 climate scenarios, UHI, and extreme events via epwforge.com.
from a public catalogue that lists it, not from the operator
- endpoint
- https://epwforge.com/api/mcp
- protocol
- streamable-http ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing
- karma
- 0 · newcomer
last good check
of 6 tools
The one measurement on this page that an operator cannot produce by editing a file on its own server: somebody else chose it, and paid to. Read the accounts before the calls — volume from one account is one relationship, and calling yourself is the cheap half. Both are what the ranking is built from, printed so the order can be checked rather than taken on trust.
distinct, expensive to fake
successful, last 30 days
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
analyze_weather unknown never probed
Compute design conditions, HDD/CDD, monthly stats, and peak heating/cooling days for one or more EPW files. Accepts a `url` (existing EPW), `urls` (compare 2+), or `config` (synthesize on the fly with morphing/UHI/events/smoke). Config mode runs the full generation pipeline server-side but returns only stats — never the EPW content. **Token-saver: pass `compact: true` to get a ~10-field headline response (~100 tokens) instead of the full ~800-token payload.** Use compact for sanity-checking, dashboards, or when chaining many calls; full when you need monthly arrays / peak days / full ASHRAE. Optional `include_full_ashrae` adds ASHRAE 0.4/1/2% cooling + 99.6/99% heating design conditions with mean coincident dewpoint. Optional `include_improbability` (config mode) adds a stress-test score. Optional `include_idf` adds ready-to-paste EnergyPlus SizingPeriod:DesignDay objects. Optional `units` ('imperial' default | 'metric'). **Presentation: when calling with `urls` (multiple files), the response includes a `comparisons` array — render it as a markdown table to the user. Lead with the headline delta, not the raw data.** No auth required; no credits charged.
{ "type": "object", "properties": { "url": { "type": "string", "description": "EPW URL to analyze (single file)" }, "urls": { "type": "array", "items": { "type": "string" }, "maxItems": 10, "minItems": 2, "description": "Multiple EPW URLs for comparison (first = baseline). Max 10." }, "units": { "enum": [ "imperial", "metric" ], "type": "string", "description": "Output units (default: imperial). When 'metric', temperatures are °C, wind m/s, precip mm, distance km/m." }, "config": { "type": "object", "required": [ "lat", "lon" ], "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude, decimal degrees" }, "lon": { "type": "number", "maximum": 180, "minimum": -180, "description": "Longitude, decimal degrees" }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "CMIP6 emission scenario. ssp370 is the recommended high-end for design; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway (~4.4°C, low likelihood per IPCC AR6 / CMIP7) for worst-case analysis." }, "uhi": { "enum": [ "none", "suburban", "urban", "dense_urban" ], "type": "string", "description": "Urban Heat Island preset" }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon" }, "basis": { "enum": [ "tmy", "amy" ], "type": "string", "description": "Weather file basis (default: tmy)" }, "smoke": { "type": "boolean", "description": "Enable wildfire smoke overlay" }, "events": { "type": "string", "description": "Comma-separated events. Valid: heatwave, coldsnap, hothumid, coldwindy. Pairs auto-compound (heat+humid, cold+wind)." }, "amy_year": { "type": "integer", "description": "Year for AMY basis" }, "intensity": { "type": "string", "description": "Per-event \"type:1-7\" intensity (1-10 with stress_test=true). 5 = typical extreme, 7 = severe ~50-yr return." }, "percentile": { "enum": [ 5, 10, 25, 50, 75, 90, 95 ], "type": "integer", "description": "Warming percentile (default: 50)" }, "tmy_period": { "enum": [ "full", "2011-2025", "2009-2023", "2007-2021", "2004-2018" ], "type": "string", "description": "TMYx vintage. Default 2011-2025." }, "event_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Event length in days (3-30, default 14). **For stress-test scenarios use 14-21 days** — shorter durations don't capture sustained operational impact (charging schedules, occupancy patterns, equipment cycling). 7 days is too short for any design or resilience analysis. Use 7-10 only for transient short-duration events." }, "intensity_auto": { "type": "boolean", "description": "Auto-fill unspecified intensities from IPCC AR6 (default: true)" }, "smoke_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Smoke days (3-30, default: 7)" }, "smoke_intensity": { "type": "integer", "maximum": 10, "minimum": 1, "description": "Smoke severity 1-10 → peak AOD 0.1-6.0" } }, "description": "Synthesize an EPW server-side and analyze it. Stats only — file never returned. lat + lon required. Same morph/UHI/event params as generate_weather_file." }, "compact": { "type": "boolean", "description": "Return a ~10-field headline-only response (~100 tokens) instead of the full ~800-token payload. Drops monthly arrays, peak days, n_hours, weather_basis blob. Good for sanity checks, dashboards, batched chained calls. Set to false (default) when you need the full payload." }, "include_idf": { "type": "boolean", "description": "Add ready-to-paste EnergyPlus SizingPeriod:DesignDay IDF objects to the response. AEC-facing. Ignored when compact=true." }, "include_full_ashrae": { "type": "boolean", "description": "Add ASHRAE 0.4%/1%/2% cooling DB + 99.6%/99% heating DB design conditions to the response. Free. Ignored when compact=true." }, "include_improbability": { "type": "boolean", "description": "Add EPWForge's stress-test improbability score (config mode only). Indicates how extreme the synthesized scenario is vs historical baselines." } } }arguments 170 linesfind_station unknown never probed
Search the GuzzStations catalog (17,000+ weather stations worldwide, self-hosted mirror of OneBuilding TMYx). Returns matching stations with EPW URLs ready to pass to analyze_weather or chart_weather. Optionally enriches with AMY extreme years (hottest / coldest / most-humid on record) and CMIP6 climate deltas. No auth required.
{ "type": "object", "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude — when set, results sorted by proximity" }, "lon": { "type": "number", "maximum": 180, "minimum": -180 }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "SSP scenario (only used with include_climate_deltas). ssp370 is the recommended high-end; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway for worst-case analysis." }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon (only used with include_climate_deltas)" }, "query": { "type": "string", "description": "Search by city / state (case-insensitive partial match)" }, "country": { "type": "string", "description": "ISO 3-letter country code filter, e.g. 'USA', 'GBR'" }, "percentile": { "enum": [ 5, 10, 25, 50, 75, 90, 95 ], "type": "integer", "description": "Warming percentile (only used with include_climate_deltas, default 50)" }, "max_results": { "type": "integer", "maximum": 50, "minimum": 1, "description": "Max stations (default: 10)" }, "site_elevation_m": { "type": "number", "description": "Site elevation in metres. Strongly recommended when lat/lon are set: elevation difference predicts whether a station is representative about 3x better than distance does, and supplying it turns the recommendation from a distance guess into a measured call." }, "include_amy_extremes": { "type": "boolean", "description": "When true and lat+lon are set, also returns the hottest / coldest / most-humid years on record (per ERA5, 1950–present). Useful for picking AMY basis years." }, "include_climate_deltas": { "type": "boolean", "description": "When true with lat+lon+ssp+year, also returns the monthly CMIP6 delta-T per month and per variable. Lets agents reason about specific shifts before generating files." } } }arguments 81 lineschart_weather unknown never probed
Render an SVG chart from EPW data. Eight chart types: `diurnal` (~10 KB, monthly hourly profile), `temp_carpet` (heatmap of hour × day-of-year — ~30 KB preview / ~150 KB full), `wind_rose` (~12 KB, polar bars by direction × speed), `monthly_boxplot` (~6 KB, Q1/median/Q3 + whiskers per month), `utci_carpet` (~90 KB, outdoor heat-stress hour × day, colored by UTCI category — Bröde 2012, shaded Tmrt), `economizer_carpet` (~90 KB, air-side economizer free / integrated / locked-out hour × day under ASHRAE 90.1 high-limit), `pv_tilt_azimuth` (~60 KB, annual PV generation across full tilt × azimuth space, isotropic-sky POA at lat from EPW header — optimum orientation marked), `solar_under_events` (~12 KB, weekly GHI of the modified scenario vs the no-overlay reference; bands color event-affected weeks. Requires `config` — server runs the pipeline twice, with and without overlays), `comparison` (~10 KB, design-condition deltas across EPWs). Accepts `url` (single), `urls` (2+ for comparison), or `config` (synthesize on the fly). Config mode is anon-safe — runs pipeline, returns SVG only. No auth required. **Token budget**: SVGs are returned inline by default. Large outputs (>50 KB) auto-upload to Blob storage (when configured) and return a URL instead, keeping your context lean. Always check `svg_size_kb` in the response. **Presentation: when handing the chart to the user, just link or embed it — don't narrate what's in it. Let the chart speak.**
{ "type": "object", "properties": { "url": { "type": "string", "description": "EPW URL (single-EPW charts: diurnal, temp_carpet, wind_rose, monthly_boxplot, utci_carpet, economizer_carpet, pv_tilt_azimuth)" }, "urls": { "type": "array", "items": { "type": "string" }, "maxItems": 10, "minItems": 2, "description": "EPW URLs for chart_type=comparison (first = baseline)" }, "config": { "type": "object", "required": [ "lat", "lon" ], "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude, decimal degrees" }, "lon": { "type": "number", "maximum": 180, "minimum": -180, "description": "Longitude, decimal degrees" }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "CMIP6 emission scenario. ssp370 is the recommended high-end for design; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway (~4.4°C, low likelihood per IPCC AR6 / CMIP7) for worst-case analysis." }, "uhi": { "enum": [ "none", "suburban", "urban", "dense_urban" ], "type": "string", "description": "Urban Heat Island preset" }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon" }, "basis": { "enum": [ "tmy", "amy" ], "type": "string", "description": "Weather file basis (default: tmy)" }, "smoke": { "type": "boolean", "description": "Enable wildfire smoke overlay" }, "events": { "type": "string", "description": "Comma-separated events. Valid: heatwave, coldsnap, hothumid, coldwindy. Pairs auto-compound (heat+humid, cold+wind)." }, "amy_year": { "type": "integer", "description": "Year for AMY basis" }, "intensity": { "type": "string", "description": "Per-event \"type:1-7\" intensity (1-10 with stress_test=true). 5 = typical extreme, 7 = severe ~50-yr return." }, "percentile": { "enum": [ 5, 10, 25, 50, 75, 90, 95 ], "type": "integer", "description": "Warming percentile (default: 50)" }, "tmy_period": { "enum": [ "full", "2011-2025", "2009-2023", "2007-2021", "2004-2018" ], "type": "string", "description": "TMYx vintage. Default 2011-2025." }, "event_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Event length in days (3-30, default 14). **For stress-test scenarios use 14-21 days** — shorter durations don't capture sustained operational impact (charging schedules, occupancy patterns, equipment cycling). 7 days is too short for any design or resilience analysis. Use 7-10 only for transient short-duration events." }, "intensity_auto": { "type": "boolean", "description": "Auto-fill unspecified intensities from IPCC AR6 (default: true)" }, "smoke_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Smoke days (3-30, default: 7)" }, "smoke_intensity": { "type": "integer", "maximum": 10, "minimum": 1, "description": "Smoke severity 1-10 → peak AOD 0.1-6.0" } }, "description": "Synthesize an EPW and chart it. Same params as generate_weather_file. SVG only — no file delivery." }, "pv_tilt": { "type": "number", "description": "pv_tilt_azimuth only. Optional — marks the user's planned tilt (deg, 0=horizontal) on the heatmap alongside the optimum." }, "econ_mode": { "enum": [ "drybulb", "enthalpy" ], "type": "string", "description": "economizer_carpet only. 'drybulb' (default) limits OA by Tdb; 'enthalpy' limits by moist-air enthalpy — more honest in humid climates (captures latent load)." }, "chart_type": { "enum": [ "diurnal", "temp_carpet", "wind_rose", "monthly_boxplot", "utci_carpet", "economizer_carpet", "pv_tilt_azimuth", "solar_under_events", "comparison" ], "type": "string", "description": "Default: diurnal" }, "pv_azimuth": { "type": "number", "description": "pv_tilt_azimuth only. Optional — marks the user's planned compass azimuth (deg, 0=N, 180=S) on the heatmap." }, "resolution": { "enum": [ "preview", "full" ], "type": "string", "description": "temp_carpet only. 'preview' (default) ~30 KB with 32 color buckets — visually identical at typical render sizes. 'full' ~150 KB with per-cell rgb() — use only when saving to file or when you specifically need exact color fidelity." }, "econ_high_limit_f": { "type": "number", "description": "economizer_carpet only. ASHRAE 90.1 high-limit shutoff. Defaults: 75°F (drybulb mode) or 28 BTU/lb (enthalpy mode)." }, "econ_supply_air_f": { "type": "number", "description": "economizer_carpet only. Supply-air temperature setpoint (°F). Default 55." } } }arguments 193 linesexplore_design_conditions unknown never probed
Interactive single-site design-conditions explorer. Returns full ASHRAE design conditions + diurnal chart for the requested scenario. In MCP Apps-capable hosts (Claude Desktop, ChatGPT, VS Code, Goose), the response renders as a widget with sliders for SSP / year / percentile / UHI — dragging a slider re-calls this tool live. Use when a user wants to interactively tune a single site. For multi-site comparison, use analyze_weather(urls=[...]) instead. Defaults to present-day TMY (no morph) — pass ssp+year for future scenarios. P75 default percentile is design-realistic; P50 underestimates the tail. No auth required.
{ "type": "object", "required": [ "lat", "lon" ], "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude, decimal degrees" }, "lon": { "type": "number", "maximum": 180, "minimum": -180, "description": "Longitude, decimal degrees" }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "CMIP6 emission scenario. Omit for present-day TMY. ssp370 is the recommended high-end; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway for worst-case analysis." }, "uhi": { "enum": [ "none", "suburban", "urban", "dense_urban" ], "type": "string", "description": "Urban Heat Island preset" }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon. Pair with ssp." }, "percentile": { "type": "integer", "maximum": 95, "minimum": 5, "description": "Warming percentile. P75 design-realistic; P50 median." }, "allow_custom_location": { "type": "boolean", "description": "Required when no OneBuilding station within 50 km" } } }arguments 67 linesgenerate_weather_file unknown never probed
Generate and deliver an EPW or DDY file. A paid tool — charges credits per call: 1 for a single file, 1 per scenario for a scenarios batch (max 10), 10 for a per-model CMIP6 ensemble. Requires auth (Bearer API key or OAuth). Credits come from a Forge pass ($9.99/wk = 2 non-expiring credits, or $99/yr) or a top-up pack; see the epwforge://catalog/pricing resource. No account? Buy a fixed-price guest bundle — see preview_forge_bundle. For free analysis without credits, use analyze_weather or chart_weather on a real published EPW URL.
{ "type": "object", "required": [ "lat", "lon" ], "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude, decimal degrees" }, "lon": { "type": "number", "maximum": 180, "minimum": -180, "description": "Longitude, decimal degrees" }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "CMIP6 emission scenario. ssp370 is the recommended high-end for design; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway (~4.4°C, low likelihood per IPCC AR6 / CMIP7) for worst-case analysis." }, "uhi": { "enum": [ "none", "suburban", "urban", "dense_urban" ], "type": "string", "description": "Urban Heat Island preset" }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon" }, "basis": { "enum": [ "tmy", "amy" ], "type": "string", "description": "Weather file basis (default: tmy)" }, "smoke": { "type": "boolean", "description": "Enable wildfire smoke overlay" }, "events": { "type": "string", "description": "Comma-separated events. Valid: heatwave, coldsnap, hothumid, coldwindy. Pairs auto-compound (heat+humid, cold+wind)." }, "format": { "enum": [ "epw", "ddy" ], "type": "string", "description": "Output format (default: epw)" }, "amy_year": { "type": "integer", "description": "Year for AMY basis" }, "ensemble": { "type": "boolean", "description": "Generate a per-model CMIP6 ensemble (~20 EPWs, one per climate model). Costs 10 credits. Requires ssp + year." }, "intensity": { "type": "string", "description": "Per-event \"type:1-7\" intensity (1-10 with stress_test=true). 5 = typical extreme, 7 = severe ~50-yr return." }, "scenarios": { "type": "array", "items": { "type": "object", "required": [ "lat", "lon" ], "properties": { "lat": { "type": "number", "maximum": 90, "minimum": -90, "description": "Latitude, decimal degrees" }, "lon": { "type": "number", "maximum": 180, "minimum": -180, "description": "Longitude, decimal degrees" }, "ssp": { "enum": [ "ssp126", "ssp245", "ssp370", "ssp585" ], "type": "string", "description": "CMIP6 emission scenario. ssp370 is the recommended high-end for design; ssp585 (SSP5-8.5) is an opt-in extreme stress-test pathway (~4.4°C, low likelihood per IPCC AR6 / CMIP7) for worst-case analysis." }, "uhi": { "enum": [ "none", "suburban", "urban", "dense_urban" ], "type": "string", "description": "Urban Heat Island preset" }, "year": { "enum": [ 2030, 2035, 2040, 2045, 2050, 2060, 2070, 2080, 2090, 2100 ], "type": "integer", "description": "Future horizon" }, "basis": { "enum": [ "tmy", "amy" ], "type": "string", "description": "Weather file basis (default: tmy)" }, "label": { "type": "string" }, "smoke": { "type": "boolean", "description": "Enable wildfire smoke overlay" }, "events": { "type": "string", "description": "Comma-separated events. Valid: heatwave, coldsnap, hothumid, coldwindy. Pairs auto-compound (heat+humid, cold+wind)." }, "amy_year": { "type": "integer", "description": "Year for AMY basis" }, "intensity": { "type": "string", "description": "Per-event \"type:1-7\" intensity (1-10 with stress_test=true). 5 = typical extreme, 7 = severe ~50-yr return." }, "percentile": { "enum": [ 5, 10, 25, 50, 75, 90, 95 ], "type": "integer", "description": "Warming percentile (default: 50)" }, "tmy_period": { "enum": [ "full", "2011-2025", "2009-2023", "2007-2021", "2004-2018" ], "type": "string", "description": "TMYx vintage. Default 2011-2025." }, "event_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Event length in days (3-30, default 14). **For stress-test scenarios use 14-21 days** — shorter durations don't capture sustained operational impact (charging schedules, occupancy patterns, equipment cycling). 7 days is too short for any design or resilience analysis. Use 7-10 only for transient short-duration events." }, "intensity_auto": { "type": "boolean", "description": "Auto-fill unspecified intensities from IPCC AR6 (default: true)" }, "smoke_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Smoke days (3-30, default: 7)" }, "smoke_intensity": { "type": "integer", "maximum": 10, "minimum": 1, "description": "Smoke severity 1-10 → peak AOD 0.1-6.0" } } }, "maxItems": 10, "description": "Batch mode — array of configs, each generated in parallel. Same shape as the top-level config. When set, top-level config params are ignored. Costs 1 credit per scenario (up to 10)." }, "percentile": { "enum": [ 5, 10, 25, 50, 75, 90, 95 ], "type": "integer", "description": "Warming percentile (default: 50)" }, "tmy_period": { "enum": [ "full", "2011-2025", "2009-2023", "2007-2021", "2004-2018" ], "type": "string", "description": "TMYx vintage. Default 2011-2025." }, "include_ddy": { "type": "boolean", "description": "When format=epw, also include the matching DDY in the response (single-file only)." }, "stress_test": { "type": "boolean", "description": "Unlock intensity 8-10. Default false." }, "event_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Event length in days (3-30, default 14). **For stress-test scenarios use 14-21 days** — shorter durations don't capture sustained operational impact (charging schedules, occupancy patterns, equipment cycling). 7 days is too short for any design or resilience analysis. Use 7-10 only for transient short-duration events." }, "intensity_auto": { "type": "boolean", "description": "Auto-fill unspecified intensities from IPCC AR6 (default: true)" }, "smoke_duration": { "type": "integer", "maximum": 30, "minimum": 3, "description": "Smoke days (3-30, default: 7)" }, "smoke_intensity": { "type": "integer", "maximum": 10, "minimum": 1, "description": "Smoke severity 1-10 → peak AOD 0.1-6.0" } } }arguments 282 linespreview_forge_bundle unknown never probed
Preview a fixed-price Forge bundle for a location — the no-account way to buy weather files. Returns the exact scenario breakdown, file count, price, and a purchase link the user opens for guest checkout. Bundles: Carbon (10 scenarios), Titanium (30), Damascus (64); each scenario delivered as EPW + DDY + STAT + PVsyst. Free, no auth, creates no order.
{ "type": "object", "required": [ "bundle_id" ], "properties": { "lat": { "type": "number", "description": "Site latitude (optional — for a location-specific summary)." }, "lon": { "type": "number", "description": "Site longitude." }, "location": { "type": "string", "description": "Optional human label for the site, e.g. 'Boston, MA'." }, "bundle_id": { "enum": [ "carbon", "titanium", "damascus" ], "type": "string", "description": "Which bundle to preview." } } }arguments 29 lines
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