Ranked by evidence. Filter by discipline, region and format to find sources for your project.
147 sources
Sponsored placements first · Organic quality score ↓
wave buoys
Englandhealthy
sea level
Globalhealthy
tide gauge data
United Kingdomhealthy
MCP server with runtime-level tools for Phoenix development
What's in it
- Data offered docs-verified
- runtime code execution in the running Phoenix app (project_eval) · live app logs (get_logs) · development database SQL queries (execute_sql_query) · module/function source locations, including hex dependencies (get_source_location) · documentation pinned to mix.lock versions (get_docs)
- Formats docs-verified
- MCP streamable HTTP · MCP stdio
- Access docs-verified
- Open source under Apache License 2.0; installed as a dev-only hex dependency (tidewave ~> 0.9, only: :dev); no credentials documented in DOCS
Useful for
- Use cases llm-inferred
- Debug a failing code path in a Phoenix data or asset app against live dev state using project_eval · Read request logs and backtraces with get_logs when a Phoenix app misbehaves during development · Verify records written by a Phoenix app in the dev database with execute_sql_query · Jump to the definition of a function in a hex dependency with get_source_location instead of grepping
- Audience llm-inferred
- Elixir/Phoenix developers · web developers building internal Phoenix tools · GIS and data developers maintaining Phoenix apps
Limitations
- Constraints docs-verified
- Phoenix applications only · development-only: the plug is intended for Mix.env() == :dev · tools execute arbitrary Elixir and SQL against the running dev app and dev database · localhost-only by default; remote access needs the allow_remote_access option · works best with Phoenix LiveView v1.1 or later · worktrees need mix tidewave.proxy as a STDIO MCP · no geographic or hosted dataset; output reflects only the local app's state
Globalhealthy
CAMS air quality reanalysis
Globalhealthy
WISE water
Europehealthy
MCP server with runtime-level tools for Rails development
What's in it
- Data offered docs-verified
- runtime code evaluation in the running Rails app (project_eval) · live app logs · development database query results (execute_sql_query) · source file and line locations of classes, modules and methods, including gem dependencies (get_source_location) · documentation for classes, methods and constants pinned to Gemfile.lock gem versions (get_docs)
- Formats docs-verified
- MCP streamable HTTP
- Access llm-inferred
- Open source under the Apache License 2.0; no credentials documented in README. Requires a local Rails development app with the tidewave gem added to the development group.
Useful for
- Use cases llm-inferred
- Reproduce a failing code path against live app state with project_eval when debugging a Rails web tool · Confirm that a create action saved expected records by querying the development database with execute_sql_query · Check method signatures in the exact gem versions locked in Gemfile.lock with get_docs before generating code · Jump to the defining file and line of a gem method with get_source_location when extending a Rails app
- Audience llm-inferred
- Ruby on Rails developers · web application developers building internal tools for consultancies
Limitations
- Constraints llm-inferred
- Development use only; not meant for production · Raises an error in any environment where code reloading is disabled · Requires a running Rails app with the tidewave gem in the development group · Accepts requests from localhost only by default · Toolbar may not appear if compression middleware runs after Tidewave · Multiple hosts or subdomains need *.localhost and session configuration changes · Provides no routes or associations tools by design · Contains no UK water, civils or environmental datasets; it is a developer tool, not a data source
Globalhealthy
An MCP (Model Context Protocol) server providing LLM agents with direct access to NASA's Common Metadata Repository (CMR).
What's in it
- Data offered docs-verified
- NASA Earth science dataset (collection) discovery via CMR · granule (data file) search and data availability checks · NASA KMS scientific keyword vocabulary · data access services (OPeNDAP, Harmony, WMS/WMTS) · web portals and downloadable tools (e.g. Giovanni, Worldview, Panoply) · citation records (publications, DOIs) · scientific variables and measurements (scale, offset, fill values)
- Coverage llm-inferred
- Global
- Formats docs-verified
- MCP streamable HTTP
- Access docs-verified
- Remote hosted MCP endpoint at https://cmr.earthdata.nasa.gov/mcp/v1. No authentication for the MCP endpoint is documented, and ENTRY lists auth and licence as null. Data authentication and download are handled through the earthaccess Python library.
Useful for
- Use cases llm-inferred
- Discover candidate NASA satellite precipitation or elevation datasets for supplementary catchment context · Check granule availability over a site and date range before scoping a remote sensing data request · Find OPeNDAP or WMS access endpoints for environmental baseline layers · Locate citable publications and DOIs for a dataset used in a technical report
- Audience llm-inferred
- GIS analysts · hydrologists · environmental consultants · remote sensing specialists
Limitations
- Constraints llm-inferred
- Global NASA datasets, with no UK-specific coverage stated; coverage must be verified per region · Collections can declare global coverage despite data gaps, so granule checks are needed · The discover_data tool and its ingestion pipeline are legacy and being deprecated · Clients should allow a 60000 ms timeout for complex spatial or temporal queries · Downloads require the earthaccess library and its authentication · No rate limits or service-level commitments are documented
Globalhealthy
Self-hosted knowledge base for organizing notes, thoughts, and projects with backlinks, properties, views, reminders, and MCP integration.
What's in it
- Data offered docs-verified
- notes · backlinks · tags · typed properties · saved views · graph · reminders · calendar date lookup · Markdown and HTML export
- Formats docs-verified
- Markdown · HTML
- Access docs-verified
- Free and open source under the MIT licence; self-hosted; password mode or local open mode
Useful for
- Use cases llm-inferred
- Log project decisions and meeting notes, linked by backlinks, for a consultancy project · Keep research trails for a site investigation or desk study connected as the thinking develops · Track ideas and open actions with reminders and saved table views across a project
- Audience llm-inferred
- project managers · consultants · researchers · project teams
Limitations
- Constraints llm-inferred
- Not an environmental, hydrological or geospatial data source; the docs describe a note-taking workspace · Persistent, shared use requires self-hosting; the live demo has no server-backed features · Source development requires Node.js 22.13+ and pnpm 10.25.0 · Access beyond the user's own machine requires password mode
Some details auto-extracted · unverified
Globalhealthy
MCP servers for coastal oceanography
What's in it
- Data offered docs-verified
- NOAA CO-OPS tides, water levels, currents, meteorological data · ERDDAP dataset access across 80+ public servers · NHC storm tracks, advisories, HURDAT2 best track data · Hurricane reconnaissance HDOB, Vortex Data Messages, ATCF fixes · STOFS storm surge forecasts and observation validation · OFS regional ocean model forecasts (water level, temperature, salinity) · RTOFS global ocean forecasts (SST, salinity, currents, SSH) · WW3 GFS-Wave forecasts and NDBC buoy wave observations · NDBC buoy observations (waves, SST, wind, pressure) · NWS ASOS/AWOS surface wind observations · USGS streamflow, NWS/NWPS flood status, peak events · GOES-18/19 satellite imagery (visible, infrared, water vapor) · ADCIRC and SCHISM model setup debugging and config validation (tooling, not data)
- Coverage llm-inferred
- United States coastal and ocean waters (NOAA sources); RTOFS is global
- Formats docs-verified
- markdown · JSON · GeoJSON · image
- Access docs-verified
- Free and open; no API key for the data servers; MIT licence. hpc-system-mcp and ufs-runner-mcp need NOAA RDHPCS cluster access
Useful for
- Use cases llm-inferred
- US coastal flood-risk screening: CO-OPS water levels and flood statistics at a nearby tide station · Storm surge forecast comparison against tide-gauge observations for coastal flood assessment · Stream flow and NWS flood status checks near a US site via USGS Water Services · Wave and wind climate context from NDBC buoy observations for marine or coastal design
- Audience llm-inferred
- coastal engineers · hydrologists · oceanographers · GIS analysts · environmental consultants working on US projects
Limitations
- Constraints llm-inferred
- Coverage is US/NOAA-focused; no UK or European data sources are described · Several servers are not on PyPI and must be installed from source (vdatum-mcp, hpc-system-mcp, ufs-runner-mcp, alert-mcp) · hpc-system-mcp and ufs-runner-mcp require NOAA RDHPCS cluster access; ufs-runner-mcp submits real Slurm jobs · nos-workflow-mcp is experimental and not ready for general use · Data servers depend on upstream public NOAA, USGS and ERDDAP endpoints, so availability is outside the project's control · Monorepo has 13 published servers in the table, so each must be installed and configured separately
Some details auto-extracted · unverified
United Stateshealthy
Perigee-Tides
What's in it
- Data offered docs-verified
- water levels (1-min, 6-min, hourly observed) · tide predictions (hilo and interval) · currents (observed and predicted) · meteorological data · marine wind and wave forecasts (NWS) · station metadata and directory · tidal datums · harmonic constituents · prediction offsets · sea level trends · sea level rise projections (2022 Interagency scenarios) · extreme water levels (AEP) · top ten water levels · high tide flooding counts and projections · sun and moon calculations
- Coverage docs-verified
- US NOAA CO-OPS station network; no UK station coverage stated · hilo predictions up to a 10-year request span; observation archive length not stated
- Resolution docs-verified
- Observed water levels at 1-minute, 6-minute or hourly intervals; spatial resolution not stated
- Formats docs-verified
- JSON · Markdown tables · MCP stdio · MCP streamable HTTP
- Access docs-verified
- Free and open, no API key required (NOAA CO-OPS APIs are open); MIT licence
Useful for
- Use cases llm-inferred
- Tide and surge-context review for coastal flood risk assessment at US comparison sites · Sea level trend and 2022 SLR projection inputs for coastal climate-resilience appraisal (US sites) · Tidal datum (MLLW, MSL, NAVD88) and harmonic constituent checks for estuary or outfall modelling (US stations) · Marine wind and wave briefing for coastal works programme planning (US waters)
- Audience llm-inferred
- flood consultants · coastal engineers · hydrologists · marine civils engineers · planners
Limitations
- Constraints llm-inferred
- Great Lakes stations have no tide predictions · Subordinate (S) prediction stations only support hilo predictions · Predictions are astronomical; storm surge is not included · Per-product request-span limits are enforced client-side (e.g. 4 days for 1-minute data) · Oversized results return a response_too_large error rather than truncated data · NWS forecasts are limited to US lat/lon, up to about 7 days · No UK station coverage is stated; the NOAA network is US-centred · Tool argument names are not documented in DOCS; verify against the tool schema
Some details auto-extracted · unverified
Globalhealthy
Code Ocean MCP Server
What's in it
- Data offered docs-verified
- search capsules and pipelines · run capsules and pipelines · release capsules and pipelines · manage data assets
- Formats docs-verified
- MCP stdio · MCP streamable HTTP
- Access docs-verified
- API key (Code Ocean access token) via CODEOCEAN_TOKEN, requiring a Code Ocean platform account; licence MIT (ENTRY metadata)
Useful for
- Use cases llm-inferred
- Re-running a shared capsule for a flood or drainage model after updated rainfall inputs · Releasing a versioned capsule or pipeline as a reproducible analysis record for a project deliverable · Managing data assets that hold survey or monitoring inputs for a civils or environmental study
- Audience llm-inferred
- hydrologists · drainage engineers · GIS analysts
Limitations
- Constraints llm-inferred
- Requires a Code Ocean platform account and access token · Tied to a specific Code Ocean deployment via CODEOCEAN_DOMAIN · Tested against a minimum Code Ocean platform API version; pin the package version to match the deployment · Local install needs uv and Python 3.10 or newer · Streamable HTTP refuses requests without a token · No environmental or UK geospatial datasets are described in the docs · No tool names are listed in the metadata or docs, so tool calls cannot be confirmed from this entry
Some details auto-extracted · unverified
Globalhealthy
A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.
Globalhealthy
Remote MCP server for sailing navigation — wind/wave forecasts, tides, currents, marinas, bridge schedules and live AIS. Stateless, multi-tenant (users bring their own API keys).
What's in it
- Data offered docs-verified
- wind forecasts · wave forecasts · tides (HW/LW, observed, forecast, surge) · tidal currents · marina, harbour and anchorage POIs · scheduled bridge openings · Notices to Skippers · fairway depths and bridge air-draft clearance · locks · METAR/TAF aviation weather · sunrise, sunset, twilight and moon phase · live AIS vessel snapshot · global tide predictions (key required) · multi-source tidal/ocean currents (key required)
- Coverage docs-verified
- Dutch / North Sea waters (strong focus); some tools are global
- Formats docs-verified
- MCP streamable HTTP
- Access docs-verified
- Public-data tools need no key. Windy, WorldTides, Stormglass and AISStream need the user's own API key passed in the URL; all except Windy have a free tier. Server licence MIT (per ENTRY metadata, not DOCS).
Useful for
- Use cases llm-inferred
- Tide and surge levels at Dutch coastal sites for marine works or outfall boundary checks (tides_nl) · Wind and wave forecast windows for coastal survey or dredging campaign planning · Bridge clearance and fairway depth checks for barge or crane access routes (fairway_nl)
- Audience llm-inferred
- coastal and marine engineers · hydrologists · civils and BIM engineers planning marine logistics · GIS analysts
Limitations
- Constraints llm-inferred
- Built and documented for recreational sailing, not engineering or regulatory use · Official charts, almanacs and notices must be checked before relying on outputs · Windy, WorldTides, Stormglass and AISStream need user-supplied API keys; keyed tools only appear when the key is present · AISStream is community-fed and sparse mid-ocean · Some bridges may show '(name unknown)' where OSM has no nearby named bridge · All tool times are UTC · Depends on third-party public endpoints (RWS, NDW, OSM/Overpass, aviationweather.gov, Open-Meteo) with no stated SLA · No public hosted endpoint is documented; the user must run or host an instance (docs use a 'your-host' placeholder) · ENTRY metadata lists OAuth, but DOCS describe API-key URL parameters and state 'No OAuth required' for Claude.ai · Likely single-maintainer personal project ('Built by @ai_kulikov'), so maintenance risk
Some details auto-extracted · unverified
Globalhealthy
tideways-mcp-server
What's in it
- Data offered llm-inferred
- application performance totals: requests, errors and p95 response time · per-transaction timeline and response-time histogram · application issues: errors, slow SQL, deprecations, warnings, notices · individual slow request traces · day, week and month history reports · configuration and code bottleneck observations (e.g. N+1 queries)
- Coverage docs-verified
- up to 30 days (performance windows within the last ~30 days)
- Resolution docs-verified
- 15-minute buckets (performance summary)
- Formats docs-verified
- MCP stdio
- Access docs-verified
- Tideways API token required (scopes: metrics, traces, errors), so a Tideways account is needed; read-only (GET only); licence MIT
Useful for
- Use cases llm-inferred
- Diagnose why a client's web application or portal was slow in a given window, using Tideways performance data · Triage errors and slow SQL in a client-hosted web app during handover or post-release review · Check a client web platform's request volume and p95 response times across a project's services
- Audience llm-inferred
- web application developers · DevOps and site reliability engineers maintaining Tideways-monitored applications
Limitations
- Constraints llm-inferred
- Not an environmental, hydrological, water or civils data source; it is application performance monitoring for web apps, so the 'environment' category in the entry does not match its content · Unofficial, community-maintained server, not affiliated with or supported by Tideways · Requires a Tideways account and API token; the token must have the metrics, traces and errors scopes · Rate limit is per Tideways organisation per clock hour and is shared by all of its tokens and projects; its size depends on the plan · History is available for production and the default service only · Issues are returned 10 per page · Performance data covers roughly the last 30 days · All times are UTC · Requires Node.js 22+ or Docker to run
Some details auto-extracted · unverified
Globalhealthy
The living surface — a shared ocean where AI agents leave short thoughts and weave lineages. MCP + REST, open to any agent. https://vellum.linxule.com/for-ai.txt
What's in it
- Data offered docs-verified
- short AI-agent text fragments ('voices') flowing in six thematic currents: attention, silence, space, ephemeral, memory, light · lineage trees of voices woven forward from other voices
- Formats docs-verified
- MCP streamable HTTP · REST/HTTP JSON endpoints
- Access docs-verified
- Free and open: no account or API key required; MIT licence
Useful for
- Use cases llm-inferred
- Testing MCP streamable-HTTP client configuration against a live public server before wiring similar tools into a project · Evaluating agent-to-agent write and lineage APIs for a internal prototype (not a source of environmental or water data) · Reference example of an open MCP server with self-correcting error responses and rate-limited REST endpoints
- Audience llm-inferred
- MCP and AI agent developers · AI tooling evaluators
Limitations
- Constraints llm-inferred
- Not environmental, hydrological, geospatial or civils data; it is a public shared text space and nothing published to it is private · No geographic or temporal coverage or update schedule; regions 'Global' in the entry is not a data coverage statement · Rate-limited per IP; session limits of 7 imprints, 5 weaves and 15 witnesses; per-agent limits of 12 imprints and 20 weaves per hour · Entry kind is 'skill' but the project is an MCP server plus REST API; the tools array is empty in the entry metadata · Community-launched crypto tokens are referenced in the docs and are unrelated to the data or access model
Some details auto-extracted · unverified
Globalhealthy
MCP server for Swiss environmental data – air quality (NABEL), hydrology, natural hazards (BAFU)
What's in it
- Data offered docs-verified
- NABEL air quality: NO2, O3, PM10, PM2.5, SO2, CO per station (16 stations) · Hydrological gauging: water level, flow rate, temperature · Flood warnings filtered by danger level · Bathing water quality (E. coli, enterococci), multi-year series · Natural hazard bulletin (SLF/BAFU), DE/FR/IT/EN · Wildfire danger index by canton and region · Snow depth (HS) and 24 h new snow (HN_1D) per SLF/IMIS station · Avalanche danger levels (EAWS 1–5) per warning region · Federal hunting statistics per species, canton and year · BAFU dataset catalogue search and metadata (opendata.swiss, CKAN) · Aircraft noise exposure (dB bracket) at LV95 point; airfield noise cadastre register · Swiss LRV and WHO 2021 air limit checks; LSV noise limit checks
- Coverage docs-verified
- Switzerland · Hunting statistics 2015–2024; hydrology history queries capped at 30 days
- Formats docs-verified
- MCP stdio · MCP streamable HTTP · MCP SSE
- Access docs-verified
- Free, no API key or authentication required (all endpoints public). Data under BAFU Open Government Data licence (free reuse with mandatory attribution). Server code MIT.
Useful for
- Use cases llm-inferred
- Hydrology baseline from nearest Swiss gauging station (levels, flows) for water-resource projects · Air quality baseline check against Swiss LRV and WHO 2021 limits for EIA screening · Aircraft noise screening of planning sites using LV95 coordinates · Natural hazard screening (flood, avalanche, wildfire) in site due diligence
- Audience llm-inferred
- hydrologists · environmental consultants · planners · GIS analysts
Limitations
- Constraints docs-verified
- Swiss data only; not applicable to UK sites · Hydro station search has no canton filter; flood warnings are nationwide with no canton filter · env_hydro_history returns latest value plus an access path for real-time series, not full series · Aircraft noise contours are isolines: results are a dB bracket/upper bound, orientation aid only, not legally binding · Coordinates must be LV95 (EPSG:2056); WGS84 input is rejected · Hazard overview/regions tools are routers only; the naturgefahren.ch aggregate API was discontinued · Per-query caps apply and each API call times out after 30 seconds · Subject to upstream terms of service (BAFU, hydrodaten.admin.ch, naturgefahren.ch, waldbrandgefahr.ch) · Requires Python 3.11+ for local install · Tool budget is declared exhausted (21 tools); metadata lists tools as empty
Some details auto-extracted · unverified
Switzerlandhealthy
MCP server for Polish real estate: 8M+ transaction prices from notarial deeds (RCN registry, not listings), plus per-parcel context by cadastral ID - zoning, flood risk, heritage, building permits, agricultural land and transit
Some details auto-extracted · unverified
Europehealthy
Tell your AI to trade. MCP server + autonomous bot for Pacifica perpetual futures.
Some details auto-extracted · unverified
Globalhealthy
Philippine civic data as MCP tools: the full PSA OpenSTAT statistical catalog, hazards, weather, procurement, elections, and one-call area profiles. 41 tools, no API keys.
What's in it
- Data offered docs-verified
- PSA OpenSTAT statistical catalog · PSGC location codes · infra-spending accountability · earthquakes · weather · typhoons · procurement · poverty · solar radiation · air quality · satellite vegetation · macro indicators · elections (2025 results) · volcano alert levels · river flood forecast · Official Gazette feed · HDX datasets
- Coverage llm-inferred
- Philippines · Varies by source: population from 2024 Census with 2010, 2015 and 2020 by year; poverty 2023; election archive frozen 2025-05-16
- Resolution docs-verified
- Barangay level for population figures; other sources vary or are unspecified
- Update frequency docs-verified
- Varies by source: earthquakes refresh every 5 minutes; PhilGEPS notices every 6h; PAGASA forecast issued twice daily; per-source cache TTLs from 5 min to 24 h
- Formats docs-verified
- MCP stdio · JSON · CSV
- Access docs-verified
- Free, no API key needed; MIT licence. Upstream sources carry their own terms.
Useful for
- Use cases llm-inferred
- Preliminary hazard screening (earthquakes, volcano alert level, typhoons) for a Philippine overseas project site · River flood outlook for a Philippine city or catchment via get_flood_forecast · Procurement and infrastructure-spending review for a Philippine client bid using PhilGEPS notices · Population and poverty baseline for a Philippine development project area
- Audience llm-inferred
- hazard and risk consultants · GIS analysts · international development consultants · planners
Limitations
- Constraints llm-inferred
- Philippines-only data, so not relevant to UK sites; the ENTRY regions field wrongly says United States · Catalogue auth field lists PAGASA_API_TOKEN, which conflicts with the docs' no-API-key statement; verify before use · Many sources are scraped HTML, PXWeb JSON or undocumented APIs, so upstream changes can break tools · Election tools read an archive frozen on 2025-05-16 · query_psa_dataset needs an explicit code for every dimension, refuses 'all' and '*', caps at 1000 cells, and needs describe_psa_dataset first · Upstream outages return upstream_error envelopes, not empty lists; handle that flag explicitly · Heuristic indicators are statistical only; allegations need independent investigation and a second source · Each HDX dataset has its own licence; check license_id before reuse · ENTRY tools field lists status values (success, empty, etc.), not tool names; see docs/tool-reference.md
Some details auto-extracted · unverified
United Stateshealthy
tiden-mcp-server
Some details auto-extracted · unverified
Globalhealthy
Live road conditions across 37 US states: map, route planner, toll pricing, and AI assistant - plus an MCP server so any assistant gets incidents, closures, chain controls, cameras, and wildfires.
What's in it
- Data offered docs-verified
- CHP incidents and dispatch logs · Caltrans and 30-plus other state DOT closures · state DOT incidents, cameras, message signs, and road weather · chain controls (California and Pacific Northwest) · WFIGS and CAL FIRE wildfires with perimeters · NWS alerts · USGS quakes · toll and express-lane pricing · optional TomTom and 511 SF Bay feeds
- Coverage docs-verified
- 37 US states; California is the deepest coverage
- Formats llm-inferred
- MCP stdio · MCP remote custom connector (HTTPS) · plain HTTP API with OpenAPI document
- Access docs-verified
- Free; the MCP server needs no account or API key. Code is MIT licensed. The public HTTP API uses keys with published rate limits.
Useful for
- Use cases llm-inferred
- Pre-visit check of road closures and chain controls for US fieldwork sites in covered states · Haulage and site-access route risk screening for US civils projects using live incidents and closures · Wildfire perimeter and road closure context for US environmental site assessments · Travel-time and toll cost estimates for US consultancy site visits
- Audience llm-inferred
- environmental consultants (US fieldwork logistics) · civil engineers and site planners (US projects) · GIS analysts · general AI assistant users
Limitations
- Constraints llm-inferred
- US road data only; no UK coverage · Coverage is uneven across the 37 states, and some states offer only roadwork or nothing usable · California-only detail (CHP dispatch logs, per-lane closures, chain-control levels, CAL FIRE perimeters) · Feed failures are served as last-good data flagged stale, so data can be out of date · Watch-area accounts require approval · Self-hosting is not supported by the author · Premium features are planned for the hosted app · Conditions change faster than feeds; not a substitute for official road information
Some details auto-extracted · unverified
United Stateshealthy
Give Claude eyes on Earth: an MCP server + live dashboard for satellite Earth observation (imagery, NDVI, wildfires, change detection) over free NASA & Copernicus data.
What's in it
- Data offered docs-verified
- Sentinel-2 satellite imagery (true-colour, false-colour, NDVI ramp) · NDVI / NDWI / NBR index statistics · Sentinel-1 SAR backscatter · SAR water and flood extent (before/after event) · Daily river flow at any point (GloFAS) · PM2.5 / PM10 / O3 / NO2 / US AQI at a point (CAMS) · ERA5 climate history (temperature, precipitation, wind) · Active fire detections (NASA FIRMS) · Integrated deforestation alerts (GLAD / RADD via GFW) · Weather now, past week and 7-day forecast (Open-Meteo) · Tropical cyclone advisories (NOAA NHC/CPHC, GDACS)
- Coverage docs-verified
- Global for most point-based tools (docs say 'any point'); forest_alerts is tropics only; UK coverage not specifically documented · Varies by tool: river discharge 1984→, ERA5 climate history 1940→, ocean SST 1981→, CO₂ 1958→, sea ice 1978→; Sentinel-2 archive span not stated
- Resolution docs-verified
- 10 m (Sentinel-2 imagery, forest alerts); ~1 km (night-time VIIRS flaring heat clusters); 0.25° (NOAA OISST sea-surface temperature)
- Update frequency docs-verified
- Varies by tool: near-real-time for FIRMS fire detections; daily for forest alerts; real-time for earthquakes; 48 h window for air quality
- Formats docs-verified
- MCP · COG (Cloud-Optimised GeoTIFF asset URLs via STAC)
- Access docs-verified
- Free and open data. Most tools are zero-key. Copernicus (CDSE) credentials needed for Sentinel tools; FIRMS_MAP_KEY for fire and flaring tools; GFW_API_KEY for forest alerts. Code licence: MIT (from metadata)
Useful for
- Use cases llm-inferred
- Flood extent and onset from Sentinel-1 SAR after a storm event (sar_flood, sar_water) for flood risk assessment evidence · Upstream river flow context versus period mean at a site (river_discharge) for FRA baseline flows · Vegetation and water change detection across two dates at a site (eo_compare, eo_index) for pre- and post-works comparison · Long-run temperature and precipitation trend for a site (climate_history) for drainage design climate context
- Audience llm-inferred
- flood consultants · hydrologists · drainage engineers · GIS analysts · ecologists · planners
Limitations
- Constraints llm-inferred
- Not UK-specific: no UK gauge network or UK-specific dataset is listed in the docs · forest_alerts covers the tropics only · Copernicus, FIRMS and GFW tools need API keys or credentials · UNEP MARS methane data unavailable (no public API) · Project is new; the Earth Watch ledger feature is marked new (M1) · Many tools depend on third-party public APIs, so maintenance and availability risk is external
Some details auto-extracted · unverified
United States · Europehealthy
MCP server giving hackathon teams access to Glendale, California hazard zones and city GIS data (Jewel City Hacks 5)
Some details auto-extracted · unverified
Globalhealthy
Interact with climate metrics via Riskthinking.AI's CDT Express API in supported AI chat experiences.
Some details auto-extracted · unverified
Globalhealthy
Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfund sites, drinking water systems, and real-time air quality (AirNow) via MCP. STDIO or Streamable HTTP.
Some details auto-extracted · unverified
United Stateshealthy
Ask Alexa when to run the dishwasher. An MCP server for Alexa+ that plans appliances around tonight's real electricity prices and grid carbon, with an MCP App view for Echo Show and an Echo simulator on Amazon Bedrock.
Some details auto-extracted · unverified
Globalhealthy
FEMA National Flood Hazard Layer (NFHL) MCP
Some details auto-extracted · unverified
United Stateshealthy
NOAA CoastWatch — satellite and model ocean data via ERDDAP.
Some details auto-extracted · unverified
United Stateshealthy
NOAA NDBC MCP — National Data Buoy Center marine observations
Some details auto-extracted · unverified
United Stateshealthy