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10 picks · ranked by GitHub stars

Best MCP servers for finance

The best MCP servers for finance are CCXT, Finance Toolkit and Tradingview MCP, ranked by GitHub stars; CCXT leads with 44,271 stars and is published by the vendor itself. The list covers 43 MCP servers in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed nightly

Top picks

  1. Rank 1:

    CCXT

    ccxt/ccxt

    Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets.

    OfficialFinancePython

    CCXT has 44,271 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026.

  2. Rank 2:

    Finance Toolkit

    JerBouma/FinanceToolkit

    200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

    FinancePython

    Finance Toolkit has 5,402 GitHub stars, needs an API key or token, is written in Python and was last updated in October 2026.

  3. Rank 3:

    Tradingview MCP

    atilaahmettaner/tradingview-mcp

    Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.

    FinancePython

    Tradingview MCP has 4,948 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026.

Full ranking

All 10 picks, ranked

Ranked by GitHub stars and recent activity. Open any pick for live stats and licence details.

  1. 1

    CCXT

    Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets.

    CCXT has 44,271 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026.

  2. 2

    Finance Toolkit

    200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

    Finance Toolkit has 5,402 GitHub stars, needs an API key or token, is written in Python and was last updated in October 2026.

  3. 3

    Tradingview MCP

    Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.

    Tradingview MCP has 4,948 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026.

  4. 4

    EdgarTools

    Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type.

    EdgarTools has 2,776 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026.

  5. 5

    AI

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

    AI has 1,859 GitHub stars, is published by the vendor itself, runs without an API key, is written in TypeScript and was last updated in October 2026.

  6. 6

    Tradememory Protocol

    Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.

    Tradememory Protocol has 1,425 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026.

  7. 7

    Alpaca MCP Server

    Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs.

    Alpaca MCP Server has 1,008 GitHub stars, is published by the vendor itself, needs an API key or token, is written in Python and was last updated in September 2026.

  8. 8

    Attestix

    AI agent identity, W3C credentials, EU AI Act compliance.

    Attestix has 875 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in August 2026.

  9. 9

    TickDB Market Data

    Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes.

    TickDB Market Data has 851 GitHub stars, needs an API key or token, is written in Python and was last updated in June 2026.

  10. 10

    Yahoo Finance2

    Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill.

    Yahoo Finance2 has 801 GitHub stars, runs without an API key, is written in HTML and was last updated in October 2026.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

What are the best MCP servers for finance?

The best MCP servers for finance are CCXT, Finance Toolkit and Tradingview MCP, ranked by GitHub stars; CCXT leads with 44,271 stars and is published by the vendor itself. The list covers 43 MCP servers in the appsgit catalog, one entry per repository.

Do these MCP servers need an API key?

3 of the 10 picks need an API key or token, for example Finance Toolkit; 7 run without one. Each page on appsgit lists the environment variables a MCP server expects.

Which AI clients work with these MCP servers?

Claude Code (all), Cursor (all), VS Code (all) and Claude Desktop (7 of 10). The client list comes from each project's published transport and package data; appsgit does not guess it.

Are any of these MCP servers official?

Yes: CCXT, AI and Alpaca MCP Server and 1 more are published by the vendor themselves.

How do I install an MCP server?

Local servers run as a command such as npx, uvx or docker run that you add to your client's MCP configuration; remote servers only need their URL. Every server page on appsgit has ready-made snippets for Claude Desktop, Claude Code, Cursor and VS Code.

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