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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 TradingMCP; CCXT leads with 44,605 GitHub stars and is published by the vendor itself.

The list covers 61 MCP servers in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed daily

Top picks

  1. Rank 1:

    CCXT

    ccxt/ccxt

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

    Active · last commit Oct 28, 2026

    OfficialFinancePython

    Stands out for the most GitHub stars. CCXT has 44,605 GitHub stars, is published by the vendor itself and runs without an API key.

  2. Rank 2:

    Finance Toolkit

    JerBouma/FinanceToolkit

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

    Active · last commit Oct 26, 2026

    FinancePython

    Stands out for a permissive MIT license. Finance Toolkit has 5,472 GitHub stars and needs an API key or token.

  3. Rank 3:

    TradingMCP

    atilaahmettaner/tradingview-mcp

    Market analysis for AI assistants: screeners, multi-timeframe analysis, backtests, in-chat charts.

    Maintained · last commit Oct 28, 2026

    FinancePython

    Stands out for the newest codebase (created August 2025). TradingMCP has 5,159 GitHub stars and needs an API key or token.

At a glance

MCP servers for finance compared

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

Top 10 picks compared, data as of Oct 28, 2026
AppStands out forLicenseGitHub starsLast commitAPI key
CCXTthe most GitHub starsMIT44,605Oct 28, 2026Not needed
Finance Toolkita permissive MIT licenseMIT5,472Oct 26, 2026Needed
TradingMCPthe newest codebase (created August 2025)MIT5,159Oct 28, 2026Needed
EdgarToolsrunning without an API keyMIT2,825Oct 25, 2026Not needed
AIbeing published by the vendor itselfMIT1,978Oct 28, 2026Not needed
Tradememory Protocol–MIT1,432Oct 9, 2026Not needed
Alpaca MCP Server–MIT1,049Oct 26, 2026Needed
TickDB Market Data–MIT899Oct 14, 2026Needed
CNEquity–Apache-2.0886Oct 25, 2026Not needed
Attestix–Apache-2.0840Oct 12, 2026Not needed

Full ranking

All 10 picks, ranked

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

  1. 1

    CCXT

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

    Stands out for the most GitHub stars. CCXT has 44,605 GitHub stars, is published by the vendor itself and runs without an API key.

  2. 2

    Finance Toolkit

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

    Stands out for a permissive MIT license. Finance Toolkit has 5,472 GitHub stars and needs an API key or token.

  3. 3

    TradingMCP

    Market analysis for AI assistants: screeners, multi-timeframe analysis, backtests, in-chat charts.

    Stands out for the newest codebase (created August 2025). TradingMCP has 5,159 GitHub stars and needs an API key or token.

  4. 4

    EdgarTools

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

    Stands out for running without an API key. EdgarTools has 2,825 GitHub stars and runs without an API key.

  5. 5

    AI

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

    Stands out for being published by the vendor itself. AI has 1,978 GitHub stars, is published by the vendor itself and runs without an API key.

  6. 6

    Tradememory Protocol

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

    Tradememory Protocol has 1,432 GitHub stars and runs without an API key.

  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 1,049 GitHub stars, is published by the vendor itself and needs an API key or token.

  8. 8

    TickDB Market Data

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

    TickDB Market Data has 899 GitHub stars and needs an API key or token.

  9. 9

    CNEquity

    China A-share data lake for AI agents: prices, fundamentals, flows and events, point-in-time.

    CNEquity has 886 GitHub stars and runs without an API key.

  10. 10

    Attestix

    AI agent identity, signed credentials, delegated authority and governance evidence.

    Attestix has 840 GitHub stars, is published by the vendor itself and runs without an API key.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

Do these MCP servers need an API key?

4 of the 10 picks need an API key or token, for example Finance Toolkit; 6 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 is this list ranked?

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

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