Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
作者提供的说明(英文原文)
Find which ETFs hold any stock, compare funds, and pull holdings. Live Yahoo Finance data.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"etf-holdings": {
"command": "uvx",
"args": [
"mcp-etf-holdings"
]
}
}
}在终端中运行这条命令
claude mcp add etf-holdings -- uvx mcp-etf-holdings粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"etf-holdings": {
"command": "uvx",
"args": [
"mcp-etf-holdings"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"etf-holdings": {
"type": "stdio",
"command": "uvx",
"args": [
"mcp-etf-holdings"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 vlearner 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.6.0)于12天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Finance Toolkit, SolidInvoice, Korea Tax Calculator
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
An MCP server for ETF data. Ask which funds hold a stock, compare fees, or pull top holdings. Data comes live from Yahoo Finance. No API key.
| Ask Claude | Tool it calls |
|---|---|
| "Which ETFs hold NVDA?" | find_etfs_holding_stock |
| "What's the cheapest ETF for Nvidia exposure?" | stock_exposure_summary |
| "Compare SPY, VOO, QQQ and SCHD" | compare_etfs |
| "What are SPY's top holdings?" | etf_holdings |
| "What is QQQ's expense ratio and AUM?" | etf_info |
| "Find me semiconductor ETFs" | search_etfs |
| "What's the ticker for Berkshire Hathaway?" | lookup_symbol |
Search by company name or ticker symbol. "Which ETFs hold Nvidia?" works the same as "Which ETFs hold NVDA?". Ask about several funds at once and you get one comparison table.
Install uv:
curl -LsSf https://astral.sh/uv/install.sh | sh
You don't need to install the server first. Every config below launches it on demand with uvx, in its own isolated environment.
To put it on your PATH instead, run pip install mcp-etf-holdings, then swap uvx mcp-etf-holdings for a plain mcp-etf-holdings in any config below.
claude mcp add etf-holdings -- uvx mcp-etf-holdings
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json {
"mcpServers": { "etf-holdings": { "command": "uvx", "args": ["mcp-etf-holdings"] } } }
.vscode/mcp.json in your workspace. For a global config, run MCP: Open User Configuration instead.servers, not mcpServers: {
"servers": { "etf-holdings": { "type": "stdio", "command": "uvx", "args": ["mcp-etf-holdings"] } } }
Use the same JSON as Claude Desktop. Put it in .cursor/mcp.json for one project, or ~/.cursor/mcp.json for all of them. Restart Cursor.
Antigravity reads mcpServers from mcp_config.json. Put it in ~/.gemini/config/mcp_config.json for all projects, or /.agents/mcp_config.json for one:
{
"mcpServers": { "etf-holdings": { "command": "uvx", "args": ["mcp-etf-holdings"] } } }
In the IDE you can open it from the agent panel: MCP Servers → Manage MCP Servers → View raw config.
Or install it as a plugin from a checkout of this repo (the plugin is just the same config plus a manifest, in antigravity/etf-holdings):
agy plugin install /path/to/mcp-etf-holdings/antigravity/etf-holdings
For the IDE, copy that folder into .agents/plugins/ (one workspace) or ~/.gemini/config/plugins/ (all workspaces).
To use the opt-in HTTP transport instead, Antigravity names the URL field serverUrl: {"mcpServers": {"etf-holdings": {"serverUrl": "http://127.0.0.1:8000/mcp"}}}.
Ask your client each of these:
find_etfs_holding_stockcompare_etfs, returns one tableNVDA and says soIf you get real numbers back, you're done.
Copy any of these into a client that has the server connected.
Compare funds
Compare SPY, VOO, IVV and SPLG — they all track the S&P 500, so which is cheapest?
Compare QQQ, VGT, XLK and SMH on expense ratio and 5-year return.
Search by name or ticker
Which ETFs hold Nvidia?
What's the ticker for Berkshire Hathaway?
Find me the Vanguard total stock market fund and show its top holdings.
Find the cheapest exposure to a stock
What's the cheapest ETF to get exposure to Nvidia?
I want AMD exposure without buying the stock directly. What are my options, and what do
they cost?
Check a portfolio for overlap
I own VOO, QQQ and VGT. Am I doubling up?
Show me every holding that appears in more than one of SPY, SCHD and DGRO.
Discover funds by theme
Find semiconductor ETFs and compare the three biggest.
What dividend ETFs exist, and which has the highest yield?
Research one fund
Give me a deep dive on SCHD.
How concentrated is QQQ? What share of it is the top 5 positions?
The server registers five prompt templates. Claude Desktop and Claude Code show them as slash-commands, so you don't have to write the prompt yourself.
| Template | Argument | What it does |
|---|---|---|
etf_deep_dive | ticker | Costs, size, returns, and a concentration read on one fund |
compare_funds | tickers | Side-by-side table plus a cost and return comparison |
stock_exposure | stock | Ranks the ETFs holding a stock by weight and cost |
portfolio_checkup | tickers | Finds positions duplicated across the funds you hold |
theme_explorer | theme | Finds funds for a theme and compares the leaders |
Tools that return more than one row format the result as a markdown table.
etf_info(ticker)Metadata for one ETF. For two or more funds, use compare_etfs.
ticker (string) — ETF symbol, e.g. "SPY"Returns name, category, AUM, expense ratio, dividend yield, NAV/price, and YTD / 3-yr / 5-yr returns.
compare_etfs(tickers)Compares several ETFs in one table.
tickers (array of strings) — e.g. ["SPY", "QQQ", "VTI", "SCHD"]. Case-insensitive and de-duplicated. Capped at 10 funds per call.Returns Ticker, Name, Category, AUM, Expense, Yield, YTD, 3-Yr, 5-Yr. A ticker with no data still gets a row, plus a note naming it, so one typo doesn't discard the rest.
etf_holdings(ticker)Top holdings of an ETF with portfolio weights.
ticker (string) — ETF symbol, e.g. "QQQ"Returns a ranked table of symbol, name, and weight %.
find_etfs_holding_stock(stock_ticker, limit, custom_etf_universe)Reverse lookup. Finds which ETFs hold a given stock in their disclosed top positions.
stock_ticker (string) — a ticker like "NVDA" or a company name like "Nvidia". Names are resolved to a ticker, and the output says which one it used.limit (int, default 20) — capped at 50custom_etf_universe (JSON string, optional) — search a specific list instead of the default universe, e.g. '["SPY","QQQ","XLK"]'Returns matching ETFs sorted by the stock's weight, highest first.
Only top holdings are checked, roughly 10–15 positions per ETF. A stock held outside
those positions will not appear.
stock_exposure_summary(stock, limit)The same reverse lookup, joined with each fund's cost and size. Use it for "what's the cheapest or largest way to hold this stock?".
stock (string) — ticker or company name, e.g. "NVDA" or "Nvidia"limit (int, default 10) — capped at 25Returns ETF, Name, Weight, Rank, Expense, AUM, sorted by weight in the stock.
lookup_symbol(query, limit, asset_type)Resolves a company or fund name to its ticker symbol.
query (string) — e.g. "Nvidia" or "Vanguard total stock market"limit (int, default 10) — capped at 25asset_type (string, default "any") — "any", "stock", or "etf"Returns Symbol, Name, Type, Exchange.
search_etfs(query, limit)Finds ETFs by name, theme, or category.
query (string) — e.g. "semiconductor" or "dividend"limit (int, default 10) — capped at 25Returns matching ETF tickers with names and exchanges. To resolve a *stock* name instead of finding funds, use lookup_symbol.
For development, or to run without waiting on a release:
git clone https://github.com/vlearner/mcp-etf-holdings.git
cd mcp-etf-holdings uv sync
Without uv:
python3 -m venv .venv && .venv/bin/pip install -e ".[dev]"
The repo ships a .vscode/mcp.json pointed at your working tree, so VS Code picks up local changes with no extra setup. Point other clients at:
{
"command": "uv", "args": ["run", "--directory", "/absolute/path/to/mcp-etf-holdings", "mcp-etf-holdings"] }
Check that the server starts:
uv run mcp-etf-holdings
It will sit silent, waiting for JSON-RPC on stdin. That is correct for a stdio MCP server.
To poke at the protocol by hand:
npx @modelcontextprotocol/inspector uv run mcp-etf-holdings
stdio is the default and what every editor config above uses. To serve over streamable HTTP instead:
uv run mcp-etf-holdings --transport http # http://127.0.0.1:8000/mcp
uv run mcp-etf-holdings --transport http --port 9000
Point a client at it with { "type": "http", "url": "http://127.0.0.1:8000/mcp" } (VS Code, under servers). MCP_TRANSPORT, MCP_HOST and MCP_PORT set the same options.
It binds to loopback by default and has no authentication. Binding elsewhere is refused unless you pass --allow-insecure (or set MCP_ALLOW_INSECURE=1); put an authenticating proxy in front before exposing it beyond your machine.
A sample Dockerfile builds the server from this checkout:
docker build -t mcp-etf-holdings .
docker run --rm -e MCP_ALLOW_INSECURE=1 -p 127.0.0.1:8000:8000 mcp-etf-holdings
MCP_ALLOW_INSECURE=1 is required because the container binds all interfaces. Keep the 127.0.0.1: in the port mapping: it is what stops the container from being reachable by other machines on your network. The server logs a no-authentication warning inside the container; that is expected. This is for trying the feature, not a hosting recipe.
uv run pytest -q
The suite is fully offline. Both yf.Ticker and yf.Search are mocked, the latter by an autouse fixture, so no test can reach Yahoo by accident.
For coverage:
uv run pytest -q --cov=mcp_etf_holdings --cov-report=term-missing
src/mcp_etf_holdings/
server.py ← FastMCP entry point, 7 tools prompts.py ← prompt templates, exposed as client slash-commands fetcher.py ← async wrappers around yfinance + 24h TTL cache formatting.py ← markdown tables and shared number formatting top_etfs.py ← ~365 ETF tickers scanned for reverse lookups main.py ← enables python -m mcp_etf_holdings tests/ ← pytest suite, fully offline .vscode/mcp.json ← VS Code config pointing at the working tree pyproject.toml
Dependencies: mcp (protocol SDK), yfinance (data), pandas (holdings frames), httpx (transport).
| Symptom | Fix |
|---|---|
command not found: uvx | Install uv, then restart your editor so it picks up the new PATH. |
| Server missing from the client | Editors read MCP config only at startup. Fully quit and reopen. Check the client's MCP logs for the launch error. |
| Works in a terminal, not in the editor | GUI apps often don't inherit your shell PATH. Use an absolute path to uvx — run which uvx to get it. |
| Tool calls return "No data found" | Check the symbol is real. Yahoo rate-limits sometimes, so wait and retry. |
| Python version error on install | Needs 3.11+. Check with python3 --version. |
Worth knowing before you trust a number:
只显示了开头部分;其余内容请在仓库中阅读