AI Copilot

🤖 Analyst Copilot

AGENTS 🧪 Triage📡 Collection🧠 Analyst🎓 Trainer
8.8.8.8 evil.com Russia sources for GEOINT free apis for crypto assess ransomware threat what is ACH

Four agents, all local-first: Triage (IoC/country lookup), Collection (find the best free sources from 1,033), Analyst (assessment frames), Trainer (tradecraft). No data leaves the platform.

📡 Collection Agent — 14 sources

adsb.fi NONE
Finnish community ADS-B network with free open-data REST API (ADSBExchange-compatible) for personal use.
Free community ADS-B aggregator with no-auth REST API compatible with the ADSBExchange v2 query format.
Free community ADS-B aggregator with no-auth REST API (query by hex, callsign, registration, bounding box); 1
North American registry of record for IP, ASN and org allocations via RDAP and RESTful Whois.
Official Australian Commonwealth legislation register with public REST API for Acts and legislative instrument
Bitcoin explorer REST API.
BV-BRC NONE
NIAID Bacterial and Viral Bioinformatics Resource Center with a public REST API over genomes, AMR and features
CIRCL platform correlating CVE, GHSA, NVD, KEV, CSAF and sightings; free REST API and bulk feeds.
Historical GHG emissions, NDCs and climate targets by country/sector; open REST API and downloads.
US NLM registry of clinical studies worldwide with a full modern REST/JSON API (v2) over all study records.
Global registry of clinical studies: sponsors, sites, interventions, outcomes; modern v2 REST API, no key.
Records of online mentions, links and discussions of DOIs across the web and social platforms.
Metadata for 150M+ DOIs: works, authors, funders, references; polite pool via email header.
Official FDA drug label (SPL) repository with a REST/JSON/XML web service over all US marketed drug products.

Full filters in the Source Catalog.

🧠 Analyst — Assessment Frame: Crossref REST API

BLUF: [single most important judgment + confidence]
Key Judgments: KJ-1 … (confidence) · KJ-2 … · KJ-3 …
ACH — competing hypotheses: H1 most likely · H2 plausible alternative · H3 low-probability/high-impact
Collection to close gaps: query the data lake (Search), pull free sources (Catalog)
Confidence & gaps: [key unknowns; what would change the assessment]

Add an LLM key to auto-draft this frame from local data.

Tip: add an apikey_openai or apikey_anthropic in settings (or an OPENAI_API_KEY/ANTHROPIC_API_KEY constant in config.php) to get an AI narrative on top of the local facts below.

Crossref REST API — OTHER ioc

Local statusNot currently in the indicator store
ACTIONS
Enrich nowAdd to case
PIVOTS
Full profile →OSINT pivot →Link analysis →Export STIX/MISP →
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