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dynamic-feed

warnings

dynamicfeed.ai

94 keyless tools of live, verifiable data for AI: weather, hazards, space, CVEs. Ed25519-signed.

https://dynamicfeed.ai/mcpWebsiteNo authMCP 2025-11-25v0.8.0last checked 24 Aug 2026spoke MCP on 2 of 2 checks (30 days)initialize in 409 ms

How to authenticate

Checked against the endpoint by our probe on 24 Aug 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme
No auth
Protected-resource metadata
Not found

Without it a client has to guess where the authorization server lives.

Anonymous access
Handshake succeeds; 94 tools listable
Credentials demanded in prose
search_ai_models, airport_delays, drug_shortages, sanctions_screen, company_lookup, ephemeris, emissions, federal_register, drought, water_levels, sports_pulse, world_cup, product_recalls, treasury_yields, weather_alerts, carbon_intensity, sec_filings, ai_models, service_status, ai_provider_latency, software_version, security_advisories, market_hours, interest_rates, satellites, satellite_position, rocket_launches, gov_contracts, spacex, orbital_data_centers, space_weather, internet_outages, gps_interference, energy_grid, global_macro, earthquakes, natural_events, wildfires, global_disasters, volcanoes, tides, exploited_vulnerabilities, live_flights, current_weather, weather_forecast, air_quality, check_vulnerability, china_data, shipping_status, whats_changed_since_your_training, reality_check, detect_drift, current_time, convert, countdown, world_pulse, cite, package_health, github_releases, hacker_news, dns_lookup, cert_check, wikipedia_trends, econ_calendar, climate_enso, sst_anomaly, sea_ice, world_events, grid_carbon, au_economy, us_economy, scholarly_search, fda_recalls, air_quality_fusion, au_water, flood_forecast, aviation_weather, hurricanes, bitcoin_network, lightning_network, ots_calendar_health, vin_decode, trader_positioning, marine_forecast, ocean_buoys, research_papers, species_occurrences, public_holidays, wikidata_facts, health_surveillance, clinical_trials, uk_water, global_indicator, pollen_forecast

These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.

What the probe found

warningTools needing credentials are listed without a challenge

94 of the 94 tools listed anonymously say in their own descriptions that they need an account or a key (search_ai_models, airport_delays, drug_shortages, sanctions_screen, company_lookup, ephemeris, emissions, federal_register, drought, water_levels, sports_pulse, world_cup, product_recalls, treasury_yields, weather_alerts, carbon_intensity, sec_filings, ai_models, service_status, ai_provider_latency, software_version, security_advisories, market_hours, interest_rates, satellites, satellite_position, rocket_launches, gov_contracts, spacex, orbital_data_centers, space_weather, internet_outages, gps_interference, energy_grid, global_macro, earthquakes, natural_events, wildfires, global_disasters, volcanoes, tides, exploited_vulnerabilities, live_flights, current_weather, weather_forecast, air_quality, check_vulnerability, china_data, shipping_status, whats_changed_since_your_training, reality_check, detect_drift, current_time, convert, countdown, world_pulse, cite, package_health, github_releases, hacker_news, dns_lookup, cert_check, wikipedia_trends, econ_calendar, climate_enso, sst_anomaly, sea_ice, world_events, grid_carbon, au_economy, us_economy, scholarly_search, fda_recalls, air_quality_fusion, au_water, flood_forecast, aviation_weather, hurricanes, bitcoin_network, lightning_network, ots_calendar_health, vin_decode, trader_positioning, marine_forecast, ocean_buoys, research_papers, species_occurrences, public_holidays, wikidata_facts, health_surveillance, clinical_trials, uk_water, global_indicator, pollen_forecast), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

Tools

ai_modelsai_provider_latencyair_qualityair_quality_fusionairport_delaysau_economyau_wateraviation_weatherbitcoin_networkcarbon_intensitycert_checkcheck_vulnerabilitychina_dataciteclimate_ensoclinical_trialscompany_lookupconvertcountdowncurrent_timecurrent_weatherdetect_driftdns_lookupdroughtdrug_shortagesearthquakesecon_calendaremissionsenergy_gridephemerisexploited_vulnerabilitiesfda_recallsfederal_registerflood_forecastgithub_releasesglobal_disastersglobal_indicatorglobal_macrogov_contractsgps_interferencegrid_carbonhacker_newshealth_surveillancehurricanesinterest_ratesinternet_outageslightning_networklive_flightsmarine_forecastmarket_hoursnatural_eventsocean_buoysorbital_data_centersots_calendar_healthpackage_healthpollen_forecastproduct_recallspublic_holidaysreality_checkresearch_papersrocket_launchessanctions_screensatellite_positionsatellitesscholarly_searchsea_icesearch_ai_modelssec_filingssecurity_advisoriesservice_statusshipping_statussoftware_versionspace_weatherspacexspecies_occurrencessports_pulsesst_anomalytidestrader_positioningtreasury_yieldsuk_waterus_economyvin_decodevolcanoeswater_levelsweather_alertsweather_forecastwhats_changed_since_your_trainingwikidata_factswikipedia_trendswildfiresworld_cupworld_eventsworld_pulse

Contract history

24 Aug 2026v0.8.0first recorded contract

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