StockDrifts MCP Server
MCP serverDev toolsRated 13F funds with average buy prices, company KPIs, Japan investor ratings, Korea insider buys.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use StockDrifts MCP Server to list insider trades kr
Install StockDrifts MCP Server
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user stockdrifts-mcp-server 'https://mcp.stockdrifts.io/mcp/'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.stockdrifts.io/mcp/Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=stockdrifts-mcp-server&config=eyJ1cmwiOiJodHRwczovL21jcC5zdG9ja2RyaWZ0cy5pby9tY3AvIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.stockdrifts.io/mcp/In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add stockdrifts-mcp-server --url 'https://mcp.stockdrifts.io/mcp/'Run it once, then sign in with codex mcp login stockdrifts-mcp-server if the server asks for an account.
From the project's README
As published by stockdrifts/stockdrifts-mcp in README.md.
Ownership data for AI agents: rated US 13F funds and their average buy prices, normalized company KPIs, Japanese large-shareholder filings with investor ratings, and Korean insider buys.
- Hosted endpoint:
https://mcp.stockdrifts.io/mcp/(Streamable HTTP) - Tools: 32, all read-only
- Auth: API key sent as a bearer header
- Docs: https://www.stockdrifts.io/api-docs
- Registry name:
io.stockdrifts/mcp
This repository holds the connection configs, the registry manifest and an agent skill. The server itself is hosted by StockDrifts; there is nothing to build or run.
What is different about the data
| Dataset | What you get | Source |
|---|---|---|
| Rated 13F funds | 13F filers with star ratings, holdings by quarter, quarter-over-quarter changes, sector exposure, and each fund's average buy price per position | SEC 13F filings |
| Company KPIs | Company-specific operating metrics per ticker, such as segment revenue, customer counts, net revenue retention and backlog, as quarterly and yearly series | Company filings |
| Japanese investors | Large-shareholding (5%-rule) reports per stock and per investor, an investor leaderboard with star ratings, and stocks where several investors are filing at once | EDINET |
| Korean insiders | Executive and major-shareholder trades, top insider buys and sells, an insider leaderboard, and pre-disclosed trading plans matched to their executions | DART |
Japanese 5%-rule reports are filings by large shareholders. They are not the same thing as US director and officer trade reports.
Connect
You need an API key. Create one at https://app.stockdrifts.io/settings/api-keys (API and MCP access is part of the Ultra plan, see pricing).
Replace sd_live_... in the snippets below with your key, and keep any file that contains it out of version control.
Claude Code
claude mcp add --transport http stockdrifts https://mcp.stockdrifts.io/mcp/ \
--header "Authorization: Bearer sd_live_..."
Or install this repository as a plugin (server plus skill). Claude Code asks for the key once and keeps it in your system's secure credential store:
/plugin marketplace add Stockdrifts/stockdrifts-mcp
/plugin install stockdrifts@stockdrifts
Claude Desktop, Cursor and other JSON-config clients
{
"mcpServers": {
"stockdrifts": {
"type": "http",
"url": "https://mcp.stockdrifts.io/mcp/",
"headers": { "Authorization": "Bearer sd_live_..." }
}
}
}
Codex CLI
In ~/.codex/config.toml (Codex spells the field http_headers):
[mcp_servers.stockdrifts]
url = "https://mcp.stockdrifts.io/mcp/"
http_headers = { Authorization = "Bearer sd_live_..." }
One-command installer
The @stockdrifts/cli package registers a local stdio server with Claude Code, Claude Desktop, Cursor or Codex and stores the key in ~/.stockdrifts/config.json (mode 600), so no secret is written into the agent's own config:
npx -y @stockdrifts/cli@latest install all --key sd_live_...
npx -y @stockdrifts/cli@latest doctor
Example prompts
- "Which 5-star 13F funds hold NVDA in their top positions, and what is each fund's average buy price?"
- "What did this fund add and cut last quarter?"
- "Show Korean open-market insider buys above ₩1bn in the last 30 days."
- "Which pre-disclosed Korean insider buy plans have not been executed yet?"
- "Which Japanese stocks have several investors filing 5% reports at the same time?"
- "Give me the KPI history for this ticker."
Tools
US 13F funds
| Tool | What it returns |
|---|---|
search_investors_us | Fuzzy-search investors by name; resolves to CIKs ordered by AUM |
screen_investor_sector_exposure_us | Screen investors by sector concentration (e.g. top biotech specialists) |
screen_investor_catalyst_record_us | Screen funds by their track record on binary events (any sector) |
get_investor_holdings_us | Latest 13F holdings for one investor (or for a specific period) |
list_investor_periods_us | All 13F periods on file for one investor |
get_investor_changes_us | QoQ position diff for one investor between two periods |
get_investor_sector_exposure_us | Sector-exposure history for one investor (newest quarter first) |
get_investor_catalyst_record_us | One fund's binary-event track record per sector, with best/worst calls |
list_ticker_holders_us | Investors with ticker in their top-50 positions, sorted by position size |
screen_holdings_us | Screen 13F holdings by period, ticker, value, and rating; returns each matched fund with only the position(s) that matched |
Company KPIs
| Tool | What it returns |
|---|---|
get_kpi | Latest normalized KPI snapshot for one ticker |
Japan (EDINET large-shareholding filings)
| Tool | What it returns |
|---|---|
list_insider_filings_jp | Shareholding-report filings for one JP ticker |
get_insider_summary_jp | Pre-aggregated shareholding summary for one JP ticker |
list_recent_filings_jp | Recent JP filings across all tickers |
list_top_buys_jp | Top JP tickers by aggregated buying over a window |
list_top_sells_jp | Top JP tickers by aggregated selling over a window |
list_investor_filings_jp | All JP filings made by one investor (EDINET code) |
list_opportunities_jp | Recent JP BUY/INITIAL filings whose price hasn't moved much yet |
list_leaderboard_jp | Top JP investors by star rating + avg return |
list_convergence_jp | JP tickers with multiple distinct investors filing on the same name |
search_companies_jp | Search JP companies by stock_code, Japanese name, or English name |
Korea (DART insider filings)
| Tool | What it returns |
|---|---|
list_insider_trades_kr | Insider trades for one KR ticker |
get_insider_summary_kr | Pre-aggregated insider summary for one KR ticker |
list_recent_trades_kr | Recent KR insider trades across all tickers |
list_top_buys_kr | Top KR tickers by aggregated insider buying over a window |
list_top_sells_kr | Top KR tickers by aggregated insider selling over a window |
list_opportunities_kr | Recent KR open-market BUYs whose price hasn't moved much yet |
list_plans_kr | KR pre-disclosure (D005) plans: announced but not yet executed trades |
get_plan_executions_kr | Cross-reference one D005 plan against its actual executions |
search_companies_kr | Search KR companies by stock_code, Korean name, or English name |
list_leaderboard_kr | Top KR insiders by historical avg return on their buys |
Cross-market screen
| Tool | What it returns |
|---|---|
screen_insiders | Screen insider activity by country, date, value, role, and ticker |
Security
- Send the key only in the
Authorizationheader. Do not put it in the URL, where it can end up in logs and shell history. - The MCP server stores no keys. Your bearer token is forwarded to
api2.stockdrifts.io, where authentication, rate limits and usage are enforced. - Every tool is read-only. Nothing in this server writes, trades or changes account state.
- Without a key the server lists its tools and returns an
unauthorizederror for every call. No data is served. - Rotate or revoke keys at https://app.stockdrifts.io/settings/api-keys.
- Report a security issue to hk@stockdrifts.io.
Rate limits and errors
Limits are enforced per key in one-minute windows, and responses carry X-RateLimit-* headers. Errors use one shape: {"error": {"code", "message", "hint"}}. See the API reference.
Data notes
- Value fields carry their currency in the name (
value_usd,value_krw,value_jpy). Nothing is converted silently. - 13F periods are quarter-end dates such as
2026-06-30. Leave the period out to get the latest quarter on file. - 13F filings are quarterly and published up to 45 days after quarter end.
- The data is for research. It is not investment advice.
License
The files in this repository are MIT licensed. Access to the StockDrifts API and the data it returns is a separate paid service under the StockDrifts Terms and Privacy Policy.
Tools it offers (32)
What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
list_insider_trades_krget_insider_summary_krlist_recent_trades_krlist_top_buys_krlist_top_sells_krlist_opportunities_krlist_plans_krget_plan_executions_krsearch_companies_krlist_leaderboard_krlist_insider_filings_jpget_insider_summary_jplist_recent_filings_jplist_top_buys_jplist_top_sells_jplist_investor_filings_jplist_opportunities_jplist_leaderboard_jplist_convergence_jpsearch_companies_jpsearch_investors_usscreen_investor_sector_exposure_usscreen_investor_catalyst_record_usget_investor_holdings_uslist_investor_periods_usget_investor_changes_usget_investor_sector_exposure_usget_investor_catalyst_record_uslist_ticker_holders_usget_kpi
Signals
- Forks
- 1
- Last commit
- Oct 2026
Advanced
- Delivery
- StockDrifts MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-stockdrifts-mcp- Source
- github.com/stockdrifts/stockdrifts-mcp
- Hosted endpoint
https://mcp.stockdrifts.io/mcp/
github.com/stockdrifts/stockdrifts-mcp