Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@drillr-mcp-server Get the latest earnings report for AAPL"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
π English Β· δΈζ
Filings, statements, earnings, ownership, events, executives, analyst data, company discovery and research signals for US, China and Japan equities β every figure traced to the document it came from.
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.
β If drillr helps your agent, star us β that's how we know to keep building this in the open.
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:
Please connect drillr MCP in this app using this installation guide: https://drillr.ai/developer/mcp-install.md. Walk me through sign-in and verify the connection.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.
The companion drillr skill adds research workflows for MCP and REST. Installing the skill is optional for connecting the MCP server:
npx skills add Little-Grebe-Inc/drillr-skillThis repository also provides a Claude Code plugin marketplace:
/plugin marketplace add Little-Grebe-Inc/drillr-mcp-server
/plugin install drillrAfter installing a plugin, use the official guide for sign-in and verification in the selected client.
Related MCP server: Signal8 MCP Server
"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 β 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 8β15 s.
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.
Group | Tool | What it does | Cost |
Company | Name, brand or ticker substring β canonical symbols, historical names included | free | |
Natural-language description β companies with a match reason; US / CN / JP / HK / KR; all matches returned | 3β5 cr | ||
Filings | Which filings are indexed for a ticker: fiscal period, type, filing date | 0.1 cr | |
Search one company's filings; returns structured as-reported facts and the filing text together | 0.1 cr | ||
Datasets | Alt-data category index, or the tables under up to five categories | free | |
One table's columns, types and usage note β required filters, coverage, gotchas | free | ||
One read-only PostgreSQL SELECT over the financial, market and alt-data tables | 0.1 cr | ||
Signal | Industry changes synthesized from many US earnings calls: mechanism, scope, degree, per-company impact | 1 cr | |
Concrete enterprise AI applications disclosed on US earnings calls: workflow, stage, value, evidence | 1 cr | ||
Semantic search over company and market news: storylines, events, attributed claims | 0.2 cr |
Built by drillr from primary sources β 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.
Dataset | What is in it | How to reach it | Coverage |
Company | Ticker resolution from any name, code, ISIN, CIK or CUSIP; discovery by description; profile (exchange, industry, listing date, website, headcount) |
| US CN JP (discovery + HK KR) |
Filings | Filing index with form type, date and official link; full-text search in EN / ZH / JA; as-reported fact records with value, unit, period, filing and position, linked in a knowledge graph so the right version of a figure wins |
| US CN JP |
Financials | Income statement, balance sheet, cash flow as reported under each market's standard, annual and quarterly; precomputed valuation, margin, return, growth, leverage and liquidity metrics |
| US JP HK CN KR |
Prices | Daily / weekly / monthly OHLCV, indices, pre- and after-market quotes |
| equities US JP HK CN KR; indices, FX, crypto, commodities |
Earnings | Calendar with estimates and actuals; structured call summaries (highlights, guidance, risks, segments, Q&A) |
| US JP |
Ownership | Insider holdings and transactions (Forms 3 / 4 / 5); institutional quarterly positions (13F-HR) |
| US |
Events | 8-K corporate events: executive changes, deals, debt issuance, securities offerings; 13D / G stake changes |
| US |
Executives | Roster with status; annual compensation from DEF 14A |
| US |
Analyst | Individual rating and target changes; consensus distribution and targets |
| US |
Signal | Conclusions drawn by drillr with the evidence quoted: industry inflections, enterprise AI adoption, cross-source news storylines and attributed claims |
| US (news: US CN JP + macro) |
Alt-data (secondary) | 9 categories, 65 tables around the AI supply chain and macro: energy & power, data centers, semiconductors, compute pricing, model development, inference economics, macro & trade, prediction markets, critical minerals |
| global |
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 β https://drillr.ai/drillr-benchmark.
The same data as 29 typed REST endpoints for scripts and pipelines β one X-API-KEY header, JSON out, public OpenAPI 3.1 contract:
curl -H "X-API-KEY: $DRILLR_API_KEY" \
"https://gateway.drillr.ai/api/v2/income-statements?ticker=AAPL&period=FY&limit=4"Reference: https://drillr.ai/docs/api Β· Contract: https://gateway.drillr.ai/api/v2/openapi.json. The older /api/v1/data/* tool mirrors are documented in docs/rest-api.md.
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
Private or unlisted companies Β· on-chain crypto metrics (CEX prices only) Β· options chains, order book, tick data Β· placing orders Β· drillr does not produce its own price forecasts.
MIT β see LICENSE.
This server cannot be deployed
Licensed, cited financial data for AI agents: news, filings, transcripts, research and tearsheets.
Realtime financial context for AI agents: what changed, who is affected, and what to watch next. One suite covering news, events, guidance, filing changes, sentiment, stakeholders, and alerts. Information-efficient responses with evidence for every result. First-class point-in-time safety for backtests. Pairs well with web search and a market-data API. All data is our own.
Grounded financial research for agents: filings, transcripts, news across US and Asia markets.
Evidence-backed capital-change intelligence and sourced financial data for AI agents
