Drillr — The financial MCP for AI agents

Name: Drillr — The financial MCP for AI agents
Author: Little-Grebe-Inc

by Little-Grebe-Incversion 2.3.0i★ –iRuns in the cloud

Registry nameai.drillr/drillr

Install

Overview

Description from the maker (original English)

Financial data and research MCP for US/CN/JP equities: filings, statements, ownership, signals.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Accounting, finance & tax

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://gateway.drillr.ai/mcp/data

Run this in your terminal

claude mcp add --transport http drillr https://gateway.drillr.ai/mcp/data

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "drillr": {
      "url": "https://gateway.drillr.ai/mcp/data"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "drillr": {
      "type": "http",
      "url": "https://gateway.drillr.ai/mcp/data"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://gateway.drillr.ai/mcp/data

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain drillr.ai (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Accounting, finance & taxi

More stars than 0% of the other 1720 servers in this category
Published to the registry more recently than 43% of the other 1720 servers in this category
Basic checks equal to or better than 100% of the other 1720 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Drillr — The financial MCP for AI agents safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (2.3.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Finance Toolkit

by JerBouma

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

Computer or cloud★ 5,496MITUpdated yesterday

Install

SolidInvoice

by SolidInvoice

Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.

Runs in the cloud★ 981MITUpdated 7 days ago

Install

Korea Tax Calculator

by UpstageAI

Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.

Runs on your computer★ 97MITUpdated today

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

🌐 English · 中文

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.

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:

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.

Agent skill

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-skill

Distribution options

Smithery listing
This repository also provides a Claude Code plugin marketplace:

/plugin marketplace add Little-Grebe-Inc/drillr-mcp-server

/plugin install drillr

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/ 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	`ticker_lookup`	Name, brand or ticker substring → canonical symbols, historical names included	free
	`company_search`	Natural-language description → companies with a match reason; US / CN / JP / HK / KR; all matches returned	3–5 cr
Filings	`filing_list`	Which filings are indexed for a ticker: fiscal period, type, filing date	0.1 cr
	`filing_search`	Search one company's filings; returns structured as-reported facts and the filing text together	0.1 cr
Datasets	`list_tables`	Alt-data category index, or the tables under up to five categories	free
	`get_table_schema`	One table's columns, types and usage note — required filters, coverage, gotchas	free
	`run_sql`	One read-only PostgreSQL SELECT over the financial, market and alt-data tables	0.1 cr
Signal	`industry_inflections`	Industry changes synthesized from many US earnings calls: mechanism, scope, degree, per-company impact	1 cr
	`ai_adoption`	Concrete enterprise AI applications disclosed on US earnings calls: workflow, stage, value, evidence	1 cr
	`news_search`	Semantic search over company and market news: storylines, events, attributed claims	0.2 cr

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.

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)	`ticker_lookup`, `company_search`; `company_snapshot` via SQL	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	`filing_list`, `filing_search`	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	`run_sql` on `financial_statements`, `company_snapshot`	US JP HK CN KR
Prices	Daily / weekly / monthly OHLCV, indices, pre- and after-market quotes	`run_sql` on `price_volume_history`, `index_price`, `equity_extended_rt`	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)	`run_sql` on `earning_call_calendar`, `earning_call_summary`	US JP
Ownership	Insider holdings and transactions (Forms 3 / 4 / 5); institutional quarterly positions (13F-HR)	`run_sql` on `insider_and_institution_activities`	US
Events	8-K corporate events: executive changes, deals, debt issuance, securities offerings; 13D / G stake changes	`run_sql` on `executive_change`, `company_deal_events`, `debt_issuance`, `securities_offering`	US
Executives	Roster with status; annual compensation from DEF 14A	`run_sql` on `executive_profile`, `executive_compensation`	US
Analyst	Individual rating and target changes; consensus distribution and targets	`run_sql` on `analyst_ratings`, `analyst_ratings_consensus`	US
Signal	Conclusions drawn by drillr with the evidence quoted: industry inflections, enterprise AI adoption, cross-source news storylines and attributed claims	`industry_inflections`, `ai_adoption`, `news_search`	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	`list_tables` → `get_table_schema` → `run_sql`	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 — 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:

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 · 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

Discord WeChat

Devs building agentic research products — office hours, debugging help, early access. Chinese-speaking dev community — fastest product feedback.

License

MIT — see LICENSE.

Drillr — The financial MCP for AI agents

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Accounting, finance & taxi

Common questions

Alternatives

Finance Toolkit

SolidInvoice

Korea Tax Calculator

README from the maker

drillr · The financial data and research MCP for AI agents

Install drillr MCP

Agent skill

Distribution options

Hello World

The ten tools

What the data is

REST API

Pricing and limits

Out of scope

Community

License