The financial MCP for AI agents.

Scan markets.

Build conviction.

Track every signal.

Cite every claim.

One API key. Five tools for every research workflow: thesis search engine, standardized financial data (statements, ratios, earnings, insider, ownership), live signals, paragraph-cited filing search, alt-data.

01 · IN ACTION

Four cases your agent ran on drillr.

Each card shows the thesis, the agent's output at run time, and what the tickers did since.

Thematic Discovery

Small-cap AI infrastructure picks-and-shovels under $5B mcap, direct hyperscaler capex exposure

company_search
APLD
Applied Digital
BTC sites pivoted to AI HPC
+87%
IREN
Iris Energy
Same pivot, NVIDIA partnership
+40%
NVTS
Navitas Semiconductor
GaN power for AI server PSUs
+208%
AAOI
Applied Optoelectronics
Optical transceivers for AI clusters
+500%
Run 2025-09-22 · 4 names · sub-$10B mcap at run
Supply Chain Trace

Japanese small caps that are near-sole-suppliers of critical components into US AI data center buildout

company_search market:japan
anchored on AI capex stack: TSMC · NVDA · CSCO
6777.T
santec Holdings
Tunable lasers → Coherent, Lumentum, Anritsu
+199%
6834.T
SEIKOH GIKEN
Ferrule polishing → Sumitomo Electric, Senko, US Conec
+219%
6855.T
JP Electronic Materials
Probe cards → TSMC, Samsung Foundry, Micron
+103%
6278.T
Union Tool
PCB micro-drill bits → Ibiden, AT&S, Compeq
+122%
Run 2025-10-28 · GPM 40–58% · ROE 8–25% across 4 names
Signal Interpretation

US nitrogen fertilizer plays if Iran retaliation hits Qatar's gas-to-urea chain

signal_list theme:middle_east_conflict
— sampled from feed —
2026-02-28macroUS-Israeli precision strikes hit Iranian nuclear sites — Brent +8% to $96[news]
2026-03-01defenseIran missile barrage targets US Al Udeid base, Qatar — Doha airspace closed[news]
2026-03-02filingQatarEnergy declares force majeure at QAFCO ammonia/urea complex[filing]
CF
CF Industries
US nitrogen leader · direct QAFCO urea/ammonia substitute
+19%
UAN
CVR Partners
Urea/UAN pure-play LP · small-cap nitrogen substitute
+25%
Run 2026-03-02 · post-strike window · 10 weeks
Alt-data: Gov Contracts

Small/mid-cap defense companies with largest Q1 2025 federal contract obligations

run_sql table:gov_contract
— query plan —
FROMgov_contract
FILTERnaics_desc ~* 'defense|aerospace' · date_signed Q1 2025 · market_cap < 15e9
GROUPby ticker · SUM(total_obligation)
ORDERDESC · LIMIT 2
VSAT
Viasat (defense satcom)
Link-16 + Tactical Edge networking
$215M Q1+84%
HII
Huntington Ingalls
Navy shipbuilding — Newport News
$905M Q1-22%
Run 2026-02-04 · 1.38M Q1 obligations indexed
All returns measured from each card's Run date through 2026-05-11 (latest close).
02 · INSTALL

One API key. All the tools.

Drop into your host's mcp.json. One endpoint exposes all five tools — thesis search, standardized financial data (statements, ratios, earnings, insider, ownership), live signals, paragraph-cited filings, alt-data.

{
  "mcpServers": {
    "drillr": {
      "type": "http",
      "url": "https://gateway.drillr.ai/mcp/data",
      "headers": { "Authorization": "Bearer ${DRILLR_API_KEY}" }
    }
  }
}
03 · FOR INVESTORS

Use drillr Agent directly in your browser.

Deep thematic discovery, due diligence, forensic accounting, supply-chain mapping — let your agent do the work. Free tier: 80 credits.

drillr.ai / research / NVDA
NVDANVIDIA Corp · NASDAQ$148.20
Q1 Rev
$44.1B
+69% YoY
Gross Margin
60.5%
−4.6 pp
FCF
$15.3B
+33% QoQ
10-QBlackwell ramp “complex system challenges,” §2.4
8-K$4.5B H20 inventory write-down, China export
NewsDeepSeek V3 disclosed in Q1 FY26 risk factors
13FCitadel +2.1M shares, Renaissance −1.4M
04 · CONTACT

Talk to us

Builders, beta testers, paying customers — we read every message.