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)

Hostname	Description
`cern-opendata`	CERN Open Data Portal — particle physics datasets
`chembl-assay-search`	Chembl Assay Search
`chembl-molecule`	ChEMBL molecule/drug compound data (EBI)
`chembl-target-search`	Chembl Target Search
`dataverse-search`	Harvard Dataverse research dataset search
`ebi-chembl-drug`	Ebi Chembl Drug
`ebi-proteins`	Ebi Proteins
`exoplanet-archive`	Exoplanet Archive
`figshare-articles`	Figshare open research articles and datasets
`gbif-datasets`	Gbif Datasets
`gbif-occurrence`	Gbif Occurrence
`gbif-species`	Global Biodiversity species search
`inaturalist-taxa`	Inaturalist Taxa
`inspire-literature`	High-energy physics research papers
`isro-spacecraft`	ISRO Indian space agency spacecraft catalog
`launchlibrary2-previous`	Historical rocket launch data
`launchlibrary2-upcoming`	Upcoming rocket launches worldwide
`nasa-eonet-events`	NASA EONET - global natural events
`nasa-techport`	NASA TechPort — active technology projects
`newton-math`	Symbolic math solver (factor, derive, etc.)
`opentopodata-etopo1`	OpenTopoData ETOPO1 - global elevation lookup
`orcid-search`	ORCID researcher identifier search
`osf-preprints`	OSF preprints (cross-discipline open papers)
`simbad-tap`	Simbad Tap
`spacex-upcoming`	SpaceX upcoming launches
`tle-satellites`	TLE satellite orbital elements database
`uniprot-search`	Uniprot Search
`usgs-volcanic-activity`	Usgs Volcanic Activity
`usgs-water`	USGS real-time water levels and discharge
`waqi-feed`	WAQI global Air Quality Index (demo token)
`wikidata-query`	Wikidata entity lookup by Q-id
`zenodo-records`	Zenodo 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)

# 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:

{
  "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

# 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.