Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 97.3795 | caiovicentino-polymarketmcp · other | Prediction market trading with 38 tools for orders, market analysis, and portfolio management with safety controls | 665 stars · 137 forks | No one-command install · Source | |
| 2 | 97.3147 | guangxiangdebizi-finance-market-datamcp · other | Provides real-time financial data and news through tools for stock market information, market indices tracking, and financial news updates | 658 stars · 120 forks | No one-command install · Source | |
| 3 | 97.2482 | steipete-macos-automatormcp · other | Automates macOS tasks through AppleScript and JavaScript for Automation with a rich library of pre-defined scripts for application control, file… | 874 stars · 65 forks | No one-command install · Source | |
| 4 | 96.6165 | rhnvrm-zerodha-kitemcp · other | Integrates with Zerodha Kite trading platform to enable algorithmic trading and portfolio management for Indian stock markets. | 308 stars · 130 forks | No one-command install · Source | |
| 5 | 96.5111 | mcpdotdirect-evm-blockchainmcp · other | Integrates with EVM-compatible blockchains to enable querying data, transferring tokens, reading smart contracts, and resolving ENS names across… | 379 stars · 103 forks | No one-command install · Source | |
| 6 | 96.4257 | koreal6803-finlab-aimcp · other | Quantitative trading toolkit with extensive data access, backtesting, and strategy development tools. | 413 stars · 67 forks | No one-command install · Source | |
| 7 | 96.3155 | aahl-aktoolsmcp · other | Integrates with Chinese financial markets through akshare library to provide real-time and historical stock and cryptocurrency data with caching… | 393 stars · 64 forks | No one-command install · Source | |
| 8 | 95.9841 | open-accountantsmcp · other | AI tax computation skills for financial transaction classification and tax documentation across 134 countries. | 358 stars · 51 forks | No one-command install · Source | |
| 9 | 95.4731 | actual-budgetmcp · other | Integrates with Actual Budget to provide transaction filtering, spending breakdowns by category, monthly summaries with savings rates, and account… | 215 stars · 80 forks | No one-command install · Source | |
| 10 | 94.8930 | narumiruna-yahoo-financemcp · other | Provides real-time financial data from Yahoo Finance through specialized tools for retrieving stock information, market trends, and news for… | 188 stars · 66 forks | No one-command install · Source | |
| 11 | 94.1916 | aaronjmars-web3-research-mcpmcp · other | Deep Research for crypto - free & fully local | 161 stars · 53 forks | No one-command install · Source | |
| 12 | 93.1742 | dvcrn-siri-shortcutsmcp · other | Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools. | 192 stars · 18 forks | No one-command install · Source | |
| 13 | 92.8132 | octagon-investment-researchmcp · other | Provides specialized investment research tools for analyzing SEC filings, earnings calls, financial data, stock market information, private company… | 147 stars · 23 forks | No one-command install · Source | |
| 14 | 92.6193 | termix-bsc-blockchainmcp · other | Provides a robust blockchain interaction layer for Binance Smart Chain, enabling secure wallet management, token transfers, and smart contract… | 105 stars · 40 forks | No one-command install · Source | |
| 15 | 92.5486 | liqiongyu-xueqiumcp · other | Integrates with Xueqiu (雪球) financial platform to provide real-time Chinese stock market data, company financials, and investor sentiment analysis for… | 115 stars · 30 forks | No one-command install · Source | |
| 16 | 91.9276 | hummingbotmcp · other | Automated multi-exchange cryptocurrency trading framework | 59 stars · 40 forks | No one-command install · Source | |
| 17 | 91.6706 | sudowealth-schwabmcp · other | Access Charles Schwab accounts, trading data, and real-time market information. | 72 stars · 36 forks | No one-command install · Source | |
| 18 | 91.5154 | strangelove-ventures-web3-blockchain-interfacemcp · other | Unifies interactions with multiple blockchains like Solana and Ethereum, enabling cross-chain operations such as balance checks and token transfers. | 95 stars · 25 forks | No one-command install · Source | |
| 19 | 91.2063 | sonirico-shellmcp · other | Provides a secure interface for executing controlled shell commands with comprehensive security features including allowlists, pattern-based blocking… | 101 stars · 18 forks | No one-command install · Source | |
| 20 | 90.9289 | ignacioh-copilot-moneymcp · other | Query and manage Copilot Money personal finance data including accounts, transactions, and budgets. | 77 stars · 30 forks | No one-command install · Source | |
| 21 | 90.2334 | openmf-mcp-mifosxmcp · other | A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports. | 25 stars · 38 forks | No one-command install · Source | |
| 22 | 90.2047 | kukapay-cryptopanicmcp · other | Integrates with CryptoPanic to provide real-time cryptocurrency news, analysis, and video content with configurable pagination for financial analysis… | 74 stars · 22 forks | No one-command install · Source | |
| 23 | 89.7962 | bnb-chain-blockchainmcp · other | Enables direct interaction with BNB Chain and other EVM-compatible networks for blockchain operations including block exploration, smart contract… | 60 stars · 27 forks | No one-command install · Source | |
| 24 | 89.0656 | nayshins-ccxt-cryptocurrency-exchangemcp · other | Integrates with major cryptocurrency exchanges via CCXT to provide real-time and historical market data for analysis, trading, and portfolio tracking. | 62 stars · 20 forks | No one-command install · Source | |
| 25 | 88.7579 | solana-foundation-solana-devmcp · other | Integrates with Solana blockchain to provide direct access to account data, transaction details, and network parameters through TypeScript-based RPC… | 43 stars · 25 forks | No one-command install · Source | |
| 26 | 88.6409 | jango-blockchained-homeassistantmcp · other | Integrates Home Assistant with language models to enable natural language control and querying of smart home devices. | 56 stars · 22 forks | No one-command install · Source | |
| 27 | 88.2791 | ttjslbz001-aksharemcp · other | Integrates with AKShare to provide real-time financial data and analysis tools for Chinese and global markets, enabling stock, fund, bond, futures… | 54 stars · 20 forks | No one-command install · Source | |
| 28 | 87.9279 | scottcjn-iotamcp · other | Provides 20 tools for IOTA blockchain interaction including wallet management, Move smart contract development, and on-chain queries with… | 65 stars · 11 forks | No one-command install · Source | |
| 29 | 87.8253 | twolven-stockscreenmcp · other | Integrates with Yahoo Finance to provide advanced stock screening and analysis capabilities for technical, fundamental, and options-based trading… | 48 stars · 21 forks | No one-command install · Source | |
| 30 | 87.3372 | blpapi-mcpmcp · other | Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Terminal. | 59 stars · 11 forks | No one-command install · Source | |
| 31 | 86.3495 | mektigboy-hyperliquidmcp · other | Integrates with the Hyperliquid SDK to provide real-time cryptocurrency market data, including mid prices, historical candlesticks, and L2 order book… | 44 stars · 15 forks | No one-command install · Source | |
| 32 | 85.9600 | xinkuang-china-stockmcp · other | Integrates with Chinese stock markets through akshare library to provide real-time quotes, historical prices, financial statements, and market… | 47 stars · 11 forks | No one-command install · Source | |
| 33 | 85.7152 | mafzaal-d365fomcp · other | Python client library for Microsoft Dynamics 365 Finance & Operations | 39 stars · 16 forks | No one-command install · Source | |
| 34 | 85.6853 | peikuo-china-stockmcp · other | Provides real-time Chinese stock market data through AKShare, offering tools for market overviews, individual stock information, sector analysis, fund… | 23 stars · 19 forks | No one-command install · Source | |
| 35 | 85.5317 | kukapay-uniswap-tradermcp · other | Enables AI-driven cryptocurrency trading on Uniswap across multiple blockchains, providing tools for price quotes, optimal routing, and transaction… | 38 stars · 16 forks | No one-command install · Source | |
| 36 | 85.3847 | ledgermcp · other | Integrates with Ledger CLI to enable natural language queries for financial data analysis, report generation, and budget tracking through nine… | 51 stars · 8 forks | No one-command install · Source | |
| 37 | 85.3845 | twolven-optionsflowmcp · other | Integrates with Yahoo Finance to provide options analysis and strategy evaluation tools for risk assessment and portfolio management. | 39 stars · 14 forks | No one-command install · Source | |
| 38 | 84.8841 | xieyuschen-goplsmcp · other | Hardfork of gopls providing compiler-grade Go code analysis including definitions, references, call hierarchies, and build diagnostics with surgical… | 57 stars · 6 forks | No one-command install · Source | |
| 39 | 84.6807 | jamesanz-prediction-marketsmcp · other | Integrates with Polymarket, PredictIt, and Kalshi to provide real-time prediction market data with calculated odds, contract pricing, and event… | 36 stars · 13 forks | No one-command install · Source | |
| 40 | 84.5642 | nirholas-universal-cryptomcp · other | Integrates with EVM-compatible blockchain networks including BSC, Ethereum, Arbitrum, Polygon, Base, and Optimism to enable DeFi operations, security… | 42 stars · 9 forks | No one-command install · Source | |
| 41 | 84.4002 | ozmnf4-ninjatradermcp · other | Connect to NinjaTrader's trading platform to read positions, place orders, and access market data and indicators. | 33 stars · 15 forks | No one-command install · Source | |
| 42 | 84.2725 | nearai-near-blockchainmcp · other | Integrates with the NEAR blockchain to enable account management, balance checking, transaction signing, and key handling directly within conversation… | 32 stars · 15 forks | No one-command install · Source | |
| 43 | 84.0860 | maxscheijen-yahoo-financemcp · other | Integrates with Yahoo Finance to provide real-time stock prices, company information, financial statements, and market news for investment research… | 29 stars · 15 forks | No one-command install · Source | |
| 44 | 83.6741 | vanto-beanquerymcp · other | Enables querying and analyzing Beancount ledger files using Beancount Query Language (BQL) for personal finance tracking, expense analysis, and… | 52 stars · 5 forks | No one-command install · Source | |
| 45 | 83.6313 | dweekly-quicken-macmcp · other | Read-only access to Quicken for Mac financial data including transactions, spending, and portfolios. | 39 stars · 8 forks | No one-command install · Source | |
| 46 | 83.3487 | caiovicentino-hyperliquidmcp · other | Hyperliquid DEX integration with 27 tools for perpetual futures trading, account management, and real-time market data | 35 stars · 9 forks | No one-command install · Source | |
| 47 | 82.8017 | opensvm-dexscreenermcp · other | Integrates with decentralized exchanges across multiple blockchains to provide real-time crypto market data, focusing on Solana memecoin markets. | 22 stars · 14 forks | No one-command install · Source | |
| 48 | 82.3247 | lingfan-tdxquantmcp · other | MCP wrapper for TdxQuant providing Chinese stock market data and trading via the 通达信 platform. | 29 stars · 10 forks | No one-command install · Source | |
| 49 | 81.7878 | neuzhou-stratevomcp · other | Quantitative trading framework using genetic algorithms to evolve strategies from 484 factors across crypto and equities. | 30 stars · 8 forks | No one-command install · Source | |
| 49 | 81.7878 | ferdousbhai-wsb-analyst-mcpmcp · other | Reddit integration to analyze content on WallStreetBets community | 30 stars · 8 forks | No one-command install · Source | |
| 51 | 81.7817 | devonmojito-ton-blockchainmcp · other | Integrates with the TON blockchain to analyze wallet addresses, track transactions, detect trading patterns, and identify market trends for… | 26 stars · 11 forks | No one-command install · Source | |
| 52 | 81.7814 | elcukro-bankmcp · other | Unified banking integration across EnableBanking, Teller, Plaid, Tink, and mock providers for account management, transactions, and spending analysis. | 35 stars · 6 forks | No one-command install · Source | |
| 53 | 80.8542 | aldrin-labs-solanamcp · other | Integrates with Solana blockchain to enable natural language querying of account data, transactions, and network status. | 24 stars · 10 forks | No one-command install · Source | |
| 54 | 80.7557 | cwvedvik-tripletexmcp · other | Access to Tripletex accounting software for time tracking, invoicing, and financial management. | 23 stars · 11 forks | No one-command install · Source | |
| 55 | 80.6624 | gh-mphinance-momentum-tradingmcp · other | Quantitative trading analysis with stock screening, technicals, and candlestick charts. | 26 stars · 8 forks | No one-command install · Source | |
| 56 | 80.3942 | debridgemcp · other | Execute cross-chain and same-chain token swaps, fee estimation, and trade execution across major blockchain networks. | 32 stars · 5 forks | No one-command install · Source | |
| 57 | 80.3424 | quickbooks-mcpmcp · other | Enables financial professionals to interact with QuickBooks Online using natural language for reports, journal entries, bills, expenses, and more. | 11 stars · 13 forks | No one-command install · Source | |
| 58 | 80.0902 | roovet-custom-behavioral-modesmcp · other | Enables custom behavioral mode management for defining, loading, and applying tailored AI behaviors through configuration files in Roo Code | 28 stars · 6 forks | No one-command install · Source | |
| 59 | 79.6838 | digitalfactorysn-dolibarrmcp · other | Connects to Dolibarr ERP/CRM with 55+ tools for invoicing, accounting, CRM, project management, inventory, quotes, and financial reporting. | 12 stars · 12 forks | No one-command install · Source | |
| 60 | 79.3134 | magnetai-free-usdc-transfer-basemcp · other | Enables feeless USDC transfers on the Base blockchain through Coinbase CDP's MPC wallet integration, providing secure wallet creation and… | 21 stars · 9 forks | No one-command install · Source | |
| 61 | 79.2230 | noahgsolomon-pumpfunmcp · other | Enables direct interaction with the Pump.fun platform on Solana blockchain for creating, buying, and selling tokens with customizable parameters and… | 22 stars · 8 forks | No one-command install · Source | |
| 62 | 79.1837 | sap-mcpmcp · other | Use the SAP MCP Wizard or install the library from the npm registry to automatically create and configure a Solana/SAP wallet via… | 34,350 installs | No commit datelisted | No one-command install · Source |
| 63 | 79.1235 | mcp-klever-vmmcp · other | Klever blockchain smart contract development. | 31 stars · 4 forks | No one-command install · Source | |
| 64 | 78.9089 | gh-augiemazza-varrdmcp · other | AI trading research with event studies, backtesting, and statistical validation across stocks, futures, and crypto. | 24 stars · 6 forks | No one-command install · Source | |
| 65 | 78.8717 | b-open-io-bsv-walletmcp · other | Integrates with Bitcoin SV blockchain to enable wallet operations, transaction management, and NFT interactions while maintaining local private key… | 21 stars · 8 forks | No one-command install · Source | |
| 66 | 78.7302 | sparkforge-2mcp · other | Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long… | 219,896 installs | No commit datelisted | No one-command install · Source |
| 67 | 78.6137 | nirholas-crypto-market-datamcp · other | Access real-time cryptocurrency prices, OHLCV charts, DeFi protocol TVL, and yield farming data from CoinGecko and DeFiLlama. | 29 stars · 4 forks | No one-command install · Source | |
| 68 | 78.3587 | qeinfinity-binancemcp · other | Integrates with Binance to provide real-time cryptocurrency market data streaming for spot and futures markets, enabling automated trading strategies… | 20 stars · 8 forks | No one-command install · Source | |
| 69 | 77.9584 | crazyrabbitltc-ethers-walletmcp · other | Integrates with Ethereum networks and smart contracts using ethers.js to enable wallet operations, transaction management, and blockchain… | 14 stars · 10 forks | No one-command install · Source | |
| 70 | 77.8429 | jamiew-monarch-moneymcp · other | Access Monarch Money financial data including accounts, transactions, budgets, and investments. | 18 stars · 9 forks | No one-command install · Source | |
| 71 | 77.7797 | universal-firefly-iii-ai-bridgemcp · other | Provides comprehensive AI-agnostic access to all Firefly III personal finance features via 66 tools, enabling natural language management of accounts… | 23 stars · 5 forks | No one-command install · Source | |
| 72 | 77.0405 | dcspark-cryptowallet-evmmcp · other | Enables direct interaction with Ethereum and EVM-compatible blockchains for wallet creation, balance checking, transaction sending, and smart contract… | 10 stars · 10 forks | No one-command install · Source | |
| 73 | 76.8634 | kukapay-crypto-rssmcp · other | Aggregates real-time cryptocurrency news from multiple RSS feeds with keyword filtering and Markdown formatting to help analyze market trends and… | 17 stars · 8 forks | No one-command install · Source | |
| 74 | 76.8199 | kukapay-crypto-orderbookmcp · other | Analyzes cryptocurrency order book depth and imbalance across major exchanges including Binance, Kraken, Coinbase, Bitfinex, OKX, and Bybit, providing… | 16 stars · 9 forks | No one-command install · Source | |
| 75 | 76.3318 | xmannii-nobitex-cryptocurrencymcp · other | Provides real-time cryptocurrency market data from Nobitex exchange, enabling users to access current prices, trading statistics, and overall market… | 22 stars · 4 forks | No one-command install · Source | |
| 76 | 76.2789 | story-protocolmcp · other | Integrates with Story Protocol's Python SDK to enable blockchain-based intellectual property management, including minting, registering, and licensing… | 16 stars · 8 forks | No one-command install · Source | |
| 77 | 76.1905 | nutribalance-mcpmcp · other | Free nutrition tools for AI assistants — calculate TDEE & personalised macros, look up food nutrition data, generate meal plans (standard, vegetarian… | 12,688 installs | No commit datelisted | No one-command install · Source |
| 78 | 75.6136 | colvint-monarch-moneymcp · other | Integrates with Monarch Money's personal finance platform to retrieve account balances, transaction history, and budget data for automated expense… | 15 stars · 8 forks | No one-command install · Source | |
| 78 | 75.6136 | bjoernbonk-letsbonkmcp · other | Enables token creation and management on the Solana blockchain through the LetsBonk launchpad, handling IPFS metadata, image uploads, and Raydium… | 15 stars · 8 forks | No one-command install · Source | |
| 80 | 74.7790 | kukapay-funding-rates-mcpmcp · other | Providing real-time funding rate data across major crypto exchanges. | 8 stars · 9 forks | No one-command install · Source | |
| 81 | 74.5100 | dg-pohodamcp · other | Reads and parses Pohoda accounting software XML export files. | 18 stars · 4 forks | No one-command install · Source | |
| 81 | 74.5100 | a-tarasoff-zenmoneymcp · other | Access ZenMoney personal finance data including accounts, transactions, categories, and cross-currency transfers. | 18 stars · 4 forks | No one-command install · Source | |
| 83 | 73.8137 | dablclub-polygonmcp · other | Integrates with the Polygon blockchain to enable cryptocurrency management, smart contract interaction, and transaction signing through a secure… | 6 stars · 9 forks | No one-command install · Source | |
| 84 | 73.3877 | demwick-polymarketmcp · other | Trades and analyzes Polymarket prediction markets with 48 tools for trading, portfolio management, smart money tracking, copy-trading, and automated… | 16 stars · 4 forks | No one-command install · Source | |
| 85 | 72.7232 | kukapay-cointelegraph-mcpmcp · other | Providing real-time access to the latest news from Cointelegraph. | 12 stars · 7 forks | No one-command install · Source | |
| 86 | 72.5659 | kukapay-crypto-whitepapers-mcpmcp · other | Serving as a structured knowledge base of crypto whitepapers. | 7 stars · 8 forks | No one-command install · Source | |
| 87 | 72.1123 | thomasmarches-substrate-blockchainmcp · other | Enables direct interaction with Substrate blockchain networks for querying account balances, accessing storage, submitting transactions, and… | 13 stars · 5 forks | No one-command install · Source | |
| 88 | 71.3947 | wukan1986-akshare-financial-datamcp · other | Provides direct access to AKShare's financial data capabilities for retrieving and analyzing market data, economic indicators, and financial… | 15 stars · 3 forks | No one-command install · Source | |
| 89 | 71.0778 | surfer77-vibecoinsmcp · other | Enables token creation on Ethereum through the Vibecoins platform with automated wallet management, Uniswap v4 liquidity integration, and perpetual… | 13 stars · 4 forks | No one-command install · Source | |
| 90 | 71.0255 | macrostrat-mcpmcp · other | Explore global geologic data to answer questions about bedrock, formations, ages, and stratigraphy. Retrieve units, columns, minerals, timescales, and… | 8 stars · 7 forks | No one-command install · Source | |
| 90 | 71.0255 | kukapay-crypto-liquidations-mcpmcp · other | Streams real-time cryptocurrency liquidation events from Binance. | 8 stars · 7 forks | No one-command install · Source | |
| 92 | 70.5794 | kukapay-chainlink-feeds-mcpmcp · other | Providing real-time access to Chainlink's decentralized on-chain price feeds. | 7 stars · 7 forks | No one-command install · Source | |
| 93 | 70.3286 | rootnix-korean-brokeragemcp · other | Unified MCP interface for reading assets, holdings, and transactions from six Korean brokerage platforms. | 12 stars · 4 forks | No one-command install · Source | |
| 94 | 69.3493 | mark3labs-phalcon-blocksecmcp · other | Integrates with BlockSec's blockchain analysis platform to provide detailed transaction insights across multiple blockchains, including tracing… | 11 stars · 4 forks | No one-command install · Source | |
| 95 | 69.2734 | garume-manifoldmcp · other | Define operations once and expose them through both CLI and MCP surfaces via source generation. | 20 stars · 1 fork | No one-command install · Source | |
| 96 | 68.8474 | douglac-bancomcp · other | Brazilian Open Finance integration with 30+ banks including Itaú, Bradesco, and Nubank. | 19 stars · 1 fork | No one-command install · Source | |
| 97 | 68.7154 | osirishorus-opencoffermcp · other | Provides tools for managing accounts, transactions, and spending analysis in the OpenCoffer self-hosted finance app. | 14 stars · 2 forks | No one-command install · Source | |
| 98 | 68.5478 | kukapay-blocknative-mcpmcp · other | Providing real-time gas price predictions across multiple blockchains, powered by Blocknative. | 4 stars · 7 forks | No one-command install · Source | |
| 99 | 68.2208 | tyler-blaine-hall-rocqmcp · other | Integrates the Coq proof assistant with natural language inputs to enable automated dependent type checking, inductive type definition, and property… | 10 stars · 4 forks | No one-command install · Source | |
| 100 | 67.9365 | sg-finance-data-mcpmcp · other | sg-finance-data-mcp | 4,692 installs | No commit datelisted | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.