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drillr · The financial data and research MCP for AI agents
Filings, statements, earnings, ownership, events, executives, analyst data, company discovery and research signals for US, China and Japan equities — every figure traced to the document it came from.
[License]
[MCP]
[Tools]
[REST API]
[Docs]
[Issues]
Browser sign-in, no API key to copy. One hosted Streamable HTTP endpoint, ten tools: turn a name or a description into tickers, list and search a company's filings (structured as-reported facts and the filed text), run read-only SQL over the financial tables, and pull research signals from earnings calls and news.
⭐ If drillr helps your agent, star us — that's how we know to keep building this in the open.
Install drillr MCP
To install or connect drillr MCP, read the official installation guide.
It is the maintained source for client-specific setup, browser OAuth sign-in, and connection checks.
Paste this into the app where you want to use drillr:
The public server is drillr-data at https://gateway.drillr.ai/mcp/data (Streamable HTTP).
Browser OAuth is the default. The guide covers client-specific requirements and the API-key fallback for clients without OAuth support.
For manual setup and tool reference, see drillr.ai/docs/mcp.
Agent skill
The companion drillr skill adds research workflows for MCP and REST. Installing the skill is optional for connecting the MCP server:
Distribution options
- Smithery listing
- This repository also provides a Claude Code plugin marketplace:
After installing a plugin, use the official guide for sign-in and verification in the selected client.
Hello World
"What does NVDA's latest 10-K say about supply commitments, and how did data-center revenue move over the last four quarters?"
- The agent calls
ticker_lookup if it only has a name, filing_list to see what is indexed, then filing_search — which returns as-reported facts (value, period, XBRL concept, accession number) and the passages they sit in, in one call.
- For the quarterly series it calls
run_sql on financial_statements.
- You get an answer whose every number cites its filing. Typical round-trip 8–15 s.
The ten tools
Each tool has a page at https://drillr.ai/docs/mcp/<tool> with parameters, limits and error shapes; the server's tools/list carries the same descriptions. The set stays small on purpose: the agent composes them.
What the data is
Built by drillr from primary sources — filings taken from each market's official channel (SEC EDGAR, cninfo, EDINET) and parsed in house, what companies publish on the web (IR pages, earnings calls, news), and drillr's own estimates. No data vendor in between. Every reported figure links back to the passage it was filed in. Provenance per dataset: https://drillr.ai/docs/provenance.
Ticker forms: US bare (AAPL), A-shares .SH / .SZ (600519.SH), Japan .T (6758.T), Hong Kong .HK (00700.HK), Korea .KS / .KQ (005930.KS); indices ^GSPC; quote symbols with . or ^ in SQL. Freshness: filings, ownership and events within minutes of the filing; calls and news within minutes to hours; statements and analyst data daily.
Benchmark: the drillr MCP-powered model scores 94.06 % on Vals Finance Agent, and drillr publishes its own restatement-aware benchmark — https://drillr.ai/drillr-benchmark.
REST API
The same data as 29 typed REST endpoints for scripts and pipelines — one X-API-KEY header, JSON out, public OpenAPI 3.1 contract:
Reference: https://drillr.ai/docs/api · Contract: https://gateway.drillr.ai/api/v2/openapi.json. The older /api/v1/data/* tool mirrors are documented in docs/rest-api.md.
Pricing and limits
One credit wallet across MCP and REST. Free: 80 credits on sign-up. Plus $29 / 300 cr per month, Ultra $99 / 1,500 cr, Enterprise for redistribution and SLA. run_sql returns 100 rows (500 on Ultra), 10 s per statement, 5 in flight; company_search is capped per day (20 / 100 / 500). Failed calls are not billed. https://drillr.ai/pricing
Out of scope
Private or unlisted companies · on-chain crypto metrics (CEX prices only) · options chains, order book, tick data · placing orders · drillr does not produce its own price forecasts.
Community
License
MIT — see LICENSE.