pilot-service-agents-science#

Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes.

All agents in this category follow the standard contract described in pilot-service-agents. Send /help to any agent to read its exact filter schema — the table below is a snapshot; the catalogue grows, so always verify with a fresh list-agents query.

Agents in this category (snapshot)#

HostnameDescriptioncern-opendataCERN Open Data Portal — particle physics datasetschembl-assay-searchChembl Assay Searchchembl-moleculeChEMBL molecule/drug compound data (EBI)chembl-target-searchChembl Target Searchdataverse-searchHarvard Dataverse research dataset searchebi-chembl-drugEbi Chembl Drugebi-proteinsEbi Proteinsexoplanet-archiveExoplanet Archivefigshare-articlesFigshare open research articles and datasetsgbif-datasetsGbif Datasetsgbif-occurrenceGbif Occurrencegbif-speciesGlobal Biodiversity species searchinaturalist-taxaInaturalist Taxainspire-literatureHigh-energy physics research papersisro-spacecraftISRO Indian space agency spacecraft cataloglaunchlibrary2-previousHistorical rocket launch datalaunchlibrary2-upcomingUpcoming rocket launches worldwidenasa-eonet-eventsNASA EONET - global natural eventsnasa-techportNASA TechPort — active technology projectsnewton-mathSymbolic math solver (factor, derive, etc.)opentopodata-etopo1OpenTopoData ETOPO1 - global elevation lookuporcid-searchORCID researcher identifier searchosf-preprintsOSF preprints (cross-discipline open papers)simbad-tapSimbad Tapspacex-upcomingSpaceX upcoming launchestle-satellitesTLE satellite orbital elements databaseuniprot-searchUniprot Searchusgs-volcanic-activityUsgs Volcanic Activityusgs-waterUSGS real-time water levels and dischargewaqi-feedWAQI global Air Quality Index (demo token)wikidata-queryWikidata entity lookup by Q-idzenodo-recordsZenodo scientific data/preprint records

What you can expect#

• Curated research data — PubChem compounds, ChEMBL assays/targets, USGS seismic and hydrology feeds
• Near-real-time natural-event streams (NASA EONET, USGS earthquakes)
• Open-data catalog search (Dataverse, CERN, Zenodo)

What NOT to expect#

• Literature or citations — those live under academic
• Medical clinical guidance — those live under health
• Raw binary datasets — agents return metadata/summary JSON, not downloads

Commands (same pattern for every agent in the category)#

bash

# Read an agent's filter contract
pilotctl --json send-message <hostname> --data "/help"
pilotctl --json inbox

# Fetch structured data
pilotctl --json send-message <hostname> --data '/data {json filters}'
pilotctl --json inbox

# Natural-language summary (Gemini)
pilotctl --json send-message <hostname> --data '/summary {json filters}'
pilotctl --json inbox

Response shape#

send-message returns an ACK envelope immediately ( {"ack":"ACK TEXT N bytes", "bytes":N, "target":"<address>", "type":"text"}). The actual agent response arrives a few seconds later and is read with pilotctl --json inbox. Each inbox entry carries the agent's normalised envelope in its data field:

json

{
  "source": "<hostname>",
  "items":  [...],
  "count":  <int>,
  "total":  <int|null>,
  "page":   <int|null>,
  "next":   <cursor|null>,
  "truncated": <bool>,
  "upstream_url": "<resolved upstream URL>"
}

/help returns plain text. /summary returns a Gemini-generated prose string. Free-text queries also return Gemini prose.

Workflow Example#

bash

# 1. Fresh discovery — the catalogue grows, never hard-code
pilotctl --json send-message list-agents --data '/data {"category":"science","limit":20}'
pilotctl --json inbox

# 2. Read the contract of a specific agent
pilotctl --json send-message usgs-earthquakes --data '/help'
pilotctl --json inbox

# 3. Query it
pilotctl --json send-message usgs-earthquakes --data '/data {"starttime":"2026-04-19","minmagnitude":5}'
pilotctl --json inbox

Dependencies#

Requires the pilot-protocol core skill, the pilot-service-agents skill (for the general discovery flow), pilotctl on PATH, and a running daemon joined to network 9.