Alpaca vs Finance Toolkit

A side-by-side look at the Alpaca and Finance Toolkit MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Alpaca logoAlpacaFinance & Fintech · Local subprocess (stdio)Alpaca MCP — real-time US stock market data via the Alpaca Market Data API53GoodAuth: not declaredFinance Toolkit logoFinance ToolkitFinance & Fintech · Local subprocess (stdio)200+ transparent financial metrics calculated from raw statements, not third-party endpoints.49FairAuth: not declared

Verdict: choose Alpaca for finance & fintech work as a local process; choose Finance Toolkit for finance & fintech as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Alpaca logoChoose Alpaca when

  • You need dedicated capabilities in the Finance & Fintech domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like alpaca_snapshot, alpaca_bars, alpaca_intraday_vwap.
Explore Alpaca

Finance Toolkit logoChoose Finance Toolkit when

  • You need dedicated capabilities in the Finance & Fintech domain.
  • You prefer a local stdio subprocess transport.
Explore Finance Toolkit

Feature & specification comparison

Rows where the two servers differ are marked.

SpecAlpaca logoAlpacaFinance Toolkit logoFinance Toolkit
CategoryFinance & FintechFinance & Fintech
Quality signal53/100 · Good49/100 · Fair
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNot declared
PricingNot declaredFree
Required env varsNone listedNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars05,448
Directory activity 0 views 0 installs 0 upvotes 4 views 0 installs 0 upvotes
Tools3Not listed

Tools & capabilities

Alpaca tools 3

  • alpaca_snapshotReal-time US stock snapshot with extended-hours coverage: latest trade price, bid/ask quote, today's OHLCV, previous close, change and change % vs previous close, plus the latest minute bar with its VWAP — during pre-market and after-hours the minute bar IS the live extended-hours price. Answers "p…
  • alpaca_barsHistorical US stock OHLCV bars with per-bar VWAP and trade count. Timeframes 1Min/5Min/15Min/1Hour/1Day; intraday bars include pre-market and after-hours sessions on the IEX feed. Each bar: {t, o, h, l, c, v, vwap, trades}. Use start/end ISO timestamps or a lookback shorthand like "2h", "5d". Multi…
  • alpaca_intraday_vwapCurrent session VWAP for US stocks — is the price above or below VWAP right now? Fetches today's 1-minute bars from 04:00 ET (pre-market included), computes the cumulative volume-weighted average price, and compares it to the latest trade. Returns current_price, session_vwap, above_vwap, and sessio…

Finance Toolkit tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Alpaca

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "alpaca": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-alpaca"
      ]
    }
  }
}

Finance Toolkit

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "finance-toolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ]
    }
  }
}

Frequently asked questions

Alpaca is categorized under Finance & Fintech and uses a local stdio subprocess. Finance Toolkit belongs to Finance & Fintech and uses a local stdio subprocess. Pick Alpaca for finance & fintech work and Finance Toolkit for finance & fintech.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Alpaca has no declared pricing — check the project's own site. Finance Toolkit is listed as free. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add alpaca and finance-toolkit as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Alpaca has a quality signal of 53/100 (Good) with 0 views, 0 installs and 0 GitHub stars. Finance Toolkit has 49/100 (Fair) with 4 views, 0 installs and 5,448 GitHub stars.