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 | 99.8974 | genai-toolboxmcp · database | Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server… | 16,293 stars · 1,706 forks · passed install test | No one-command install · Source | |
| 2 | 99.7442 | coinbase-agentkitcli · auth | Coinbase AgentKit — gives an agent an onchain wallet and the actions to use it. | 1,294 stars · 799 forks · passed install test | No one-command install · Source | |
| 3 | 99.7187 | claude-scientific-skillsskill · ai-agents | A set of ready-to-use Agent Skills for research, science, engineering, analysis, finance and writing. | 41,662 stars · 3,831 forks | No one-command install · Source | |
| 4 | 99.7031 | stripe-agent-toolkitinfra · payments | Use as the payments rail when an agent should earn or spend money in code — create customers, prices, payment links, and usage-based billing — the… | 1,785 stars · 329 forks · passed install test | No one-command install · Source | |
| 5 | 99.5881 | alirezarezvani-claude-skillsskill · ai-agentsContributed by Sentinel | 380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts) for Claude Code… | 25,396 stars · 3,596 forks · 4 mentions | No one-command install · Source | |
| 6 | 99.5461 | stripe-link-clicli · auth | Lets an agent pay with Stripe Link on your behalf — you approve, credentials stay hidden. | 796 stars · 122 forks · passed install test | No one-command install · Source | |
| 7 | 99.3350 | tradingview-mcp-bridgemcp · browser | Enables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and workflow automation via… | 5,956 stars · 2,597 forks | No one-command install · Source | |
| 8 | 99.2420 | harnessworkflow · front-end | A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use. Resources are in Korean but can… | 8,876 stars · 1,256 forks | No one-command install · Source | |
| 9 | 98.9957 | tradingview-mcpmcp · ai-agents | AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data, and 30+ technical analysis tools, integrated as an MCP server for… | 4,324 stars · 921 forks | No one-command install · Source | |
| 10 | 98.8046 | matthewhand-openapi-proxymcp · back-end | Dynamically exposes REST APIs defined by OpenAPI specifications as MCP tools, enabling seamless integration of external services into workflows. | 153 stars · 38 forks · passed install test | No one-command install · Source | |
| 11 | 98.7286 | sendai-solana-agent-kitmcp · devops | Integrates with Solana blockchain to enable token deployment, NFT creation, DeFi operations, and cross-chain transfers via Wormhole directly within… | 1,711 stars · 873 forks | No one-command install · Source | |
| 12 | 98.5668 | financial-datasetsmcp · back-end | Provides direct access to stock market data including income statements, balance sheets, cash flow statements, historical prices, and market news… | 2,282 stars · 345 forks | No one-command install · Source | |
| 13 | 98.3397 | 6551team-opennewsmcp · search | Provides real-time crypto news search, AI sentiment analysis, and trading signals from 72+ data sources. | 2,129 stars · 162 forks | No one-command install · Source | |
| 14 | 98.2872 | xpaysh-awesome-x402mcp · payments | Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains. | 285 stars · 976 forks | No one-command install · Source | |
| 15 | 98.0824 | mnemox-ai-tradememorymcp · ai-agents | Persistent outcome-weighted memory for trading agents with trade journaling, behavioral bias detection, and strategy adjustment. | 1,411 stars · 166 forks | No one-command install · Source | |
| 16 | 97.9594 | alpacahq-tradingmcp · observability | Integrates with Alpaca trading platform to manage stock and options accounts through paper and live trading environments, enabling order execution… | 934 stars · 296 forks | No one-command install · Source | |
| 17 | 97.8696 | agent-network-protocolmcp · ai-agents | Open source protocol for agent communication, defining how agents connect with each other | 1,408 stars · 101 forks | No one-command install · Source | |
| 18 | 97.8261 | ai-tradermcp · ai-agents | Enables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language. | 1,063 stars · 146 forks | No one-command install · Source | |
| 19 | 97.7423 | ariadng-metatrader-mcp-servermcp · back-end | Enable AI LLMs to execute trades using MetaTrader 5 platform | 785 stars · 254 forks | No one-command install · Source | |
| 20 | 97.4039 | wshobson-maverick-financial-analysismcp · back-end | Personal-use financial market analysis server that provides technical analysis tools including RSI, MACD, and moving averages with stock screening… | 655 stars · 156 forks | No one-command install · Source | |
| 21 | 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 | |
| 22 | 97.3314 | wyckoff-trading-agent-mcp-servermcp · back-end | Provides 10 tools for Wyckoff volume-price analysis across A-shares, Hong Kong, and US stocks, enabling natural language interactions for stock… | 593 stars · 185 forks | No one-command install · Source | |
| 23 | 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 | |
| 24 | 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 | |
| 25 | 97.2387 | 24mlight-a-share-financial-datamcp · search | Provides financial data tools for Chinese stock market analysis through the Baostock API, enabling retrieval of historical prices, financial reports… | 646 stars · 111 forks | No one-command install · Source | |
| 26 | 97.1090 | xero-accountingmcp · auth | Provides a bridge to the Xero accounting API, enabling financial data interactions and accounting operations through OAuth2 custom connections for… | 358 stars · 180 forks | No one-command install · Source | |
| 27 | 96.9172 | yahoo-finance-mcp-2mcp · search | Enables retrieval of comprehensive financial data from Yahoo Finance, including stock prices, company info, financial statements, options, and news… | 346 stars · 158 forks | No one-command install · Source | |
| 28 | 96.7495 | base-blockchainmcp · back-end | Enables Claude to interact with the Base blockchain and Coinbase API for cryptocurrency operations including wallet management, fund transfers, and… | 350 stars · 138 forks | No one-command install · Source | |
| 29 | 96.6825 | pv-bhat-vibe-checkmcp · ai-agents | The definitive Vibe Coder's sanity check MCP server: Upgrade your agent with self-aware oversight. | 501 stars · 66 forks | No one-command install · Source | |
| 30 | 96.6244 | massive-com-mcp-servermcp · back-end | Provides an LLM-friendly interface to the Massive.com financial data API through composable tools for searching endpoints, calling APIs, and querying… | 391 stars · 112 forks | No one-command install · Source | |
| 31 | 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 | |
| 32 | 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 | |
| 33 | 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 | |
| 34 | 96.4244 | okx-trade-mcpmcp · back-end | MCP server connecting AI assistants to OKX exchange, enabling trading, market data, account management, and more via 150+ tools across 11 modules. | 418 stars · 66 forks | No one-command install · Source | |
| 35 | 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 | |
| 36 | 96.2769 | trading-skillsmcp · ai-agents | Provides 32 trading analysis tools for AI-powered market analysis, including real-time data, technical indicators, options Greeks, scanners, and… | 350 stars · 79 forks | No one-command install · Source | |
| 37 | 96.1637 | korea-real-estate-mcpmcp · back-end | Connects to Korea's MOLIT real estate API to provide 14+ tools for live transaction data and financial scenarios like buy now, buy later, or invest… | 373 stars · 61 forks | No one-command install · Source | |
| 38 | 96.1104 | ferdousbhai-investor-agentmcp · search | Provides real-time financial analysis tools leveraging market data from yfinance and CNN's Fear & Greed Index for investment research, portfolio… | 345 stars · 65 forks | No one-command install · Source | |
| 39 | 96.0683 | onchainos-mcp-servermcp · back-end | Enables on-chain operations including token search, market data, wallet management, swap execution, and DApp interactions across 20+ blockchains. | 328 stars · 68 forks | No one-command install · Source | |
| 40 | 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 | |
| 41 | 95.8314 | blockrunai-blockrun-mcpmcp · payments | Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base. | 393 stars · 38 forks | No one-command install · Source | |
| 42 | 95.6814 | hobson-stock-analyzermcp · back-end | Integrates with Tiingo API to perform technical analysis on stocks, providing key indicators for trading decisions. | 273 stars · 65 forks | No one-command install · Source | |
| 43 | 95.6480 | daily-news-mcp-servermcp · back-end | Enables AI assistants to fetch news categories and hot news/tweets across various topics like crypto, DeFi, and AI. | 350 stars · 38 forks | No one-command install · Source | |
| 44 | 95.5249 | darknet-mcp-servermcp · ai-agents | Dark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware tracking, Tor .onion access, blockchain intel, exploit search, stealer logs… | 319 stars · 39 forks | No one-command install · Source | |
| 45 | 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 | |
| 46 | 95.4219 | codespar-wompimcp · payments | Integration with Wompi, Bancolombia's Colombian payment gateway, for processing payments and managing transactions. | 269 stars · 49 forks | No one-command install · Source | |
| 47 | 95.4093 | metatrader-5-mcp-servermcp · back-end | Enables AI assistants to connect to MetaTrader 5 for trading, market data access, and account management through the Model Context Protocol. | 214 stars · 78 forks | No one-command install · Source | |
| 48 | 95.2822 | pyscrappymcp · browser | A Python web-scraping toolkit that exposes 22 tools for fetching structured web data (from any URL to search, finance, e-commerce, and reference… | 194 stars · 76 forks | No one-command install · Source | |
| 49 | 95.0670 | akshare-one-mcp-servermcp · back-end | Provide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive… | 226 stars · 51 forks | No one-command install · Source | |
| 50 | 94.9780 | foundry-toolkitmcp · devops | Integrates with Foundry blockchain development toolkit to enable smart contract deployment, testing, bytecode analysis, and transaction inspection… | 253 stars · 36 forks | No one-command install · Source | |
| 51 | 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 | |
| 52 | 94.7593 | razorpaymcp · back-end | Provides a bridge between natural language commands and Razorpay's payment processing APIs, enabling seamless integration for payment operations… | 230 stars · 37 forks | No one-command install · Source | |
| 53 | 94.7495 | flox-mcpmcp · ai-agents | MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators… | 223 stars · 38 forks | No one-command install · Source | |
| 54 | 94.5283 | repomappermcp · github-vcs | Generates intelligent repository maps and code navigation by analyzing source code definitions, references, and relationships using Tree-sitter… | 200 stars · 40 forks | No one-command install · Source | |
| 55 | 94.4875 | qveris-agent-toolkitmcp · ai-agents | Capability routing network for AI agents to discover, inspect, and call 10,000+ real-world financial capabilities through one unified MCP protocol. | 260 stars · 25 forks | No one-command install · Source | |
| 56 | 94.4829 | emilia-mcp-servermcp · back-end | The accountability layer for AI agents — a named human's signed yes before an agent does anything irreversible (payment, record change, deploy), then… | 649 stars · 13 forks | No one-command install · Source | |
| 57 | 94.3372 | frappe-mcpmcp · ai-agents | Allows Frappe Framework apps to function as MCP servers, exposing Python-defined tools for LLM interaction. | 167 stars · 54 forks | No one-command install · Source | |
| 58 | 94.3348 | jonradoff-lastsaasmcp · payments | Read-only admin interface for LastSaaS covering dashboards, users, tenants, billing, and logs. | 165 stars · 56 forks | No one-command install · Source | |
| 59 | 94.2819 | huweihua123-chinese-stock-marketmcp · back-end | Integrates with Chinese financial data providers including AkShare and Tushare to deliver real-time stock market data, fundamental analysis, news… | 173 stars · 45 forks | No one-command install · Source | |
| 60 | 94.2788 | sendaifun-solanamcp · back-end | Enables blockchain interactions on Solana by providing a comprehensive server for asset retrieval, token deployment, wallet management, transfers, NFT… | 164 stars · 55 forks | No one-command install · Source | |
| 61 | 94.2560 | twjackysu-taiwan-stock-exchangemcp · back-end | Integrates with Taiwan Stock Exchange OpenAPI to provide comprehensive stock market data including company fundamentals, trading patterns, market… | 168 stars · 47 forks | No one-command install · Source | |
| 62 | 94.1916 | aaronjmars-web3-research-mcpmcp · other | Deep Research for crypto - free & fully local | 161 stars · 53 forks | No one-command install · Source | |
| 63 | 94.1864 | jjlabsio-korea-stockmcp · back-end | Integrates with DART and KRX APIs to provide Korean stock market data including company information, trading data, financial statements, and… | 175 stars · 40 forks | No one-command install · Source | |
| 64 | 94.1817 | calebl-ynabmcp · back-end | Provides a bridge to the YNAB personal finance API for listing budgets, retrieving detailed budget information, and creating transactions without… | 141 stars · 57 forks | No one-command install · Source | |
| 65 | 94.1371 | hostinger-apimcp · payments | Integrates with Hostinger's hosting platform to enable domain registration and DNS management, VPS creation and configuration, firewall setup, backup… | 148 stars · 56 forks | No one-command install · Source | |
| 66 | 94.0028 | polymarket-toolkitmcp · back-end | Read-only Polymarket data tools for AI agents: wallet profiles, fee-inclusive PnL cross-checks, Brier-score calibration, leaderboards, market scans… | 191 stars · 29 forks | No one-command install · Source | |
| 67 | 93.9066 | davidfnck-xtquant-aimcp · back-end | Lightweight Python server for quantitative trading using XTQuant API, enabling real-time stock market interactions and AI-driven financial analysis… | 160 stars · 40 forks | No one-command install · Source | |
| 68 | 93.8917 | armorwallet-cryptomcp · auth | Enables direct blockchain operations, crypto trading, and wallet management through the Armor Wallet API with JWT authentication and detailed logging… | 179 stars · 30 forks | No one-command install · Source | |
| 69 | 93.8093 | financial-modeling-prepmcp · back-end | Integrates with Financial Modeling Prep API to provide access to real-time and historical financial data across stocks, company profiles, financial… | 142 stars · 51 forks | No one-command install · Source | |
| 70 | 93.7783 | d365-f-o-mcp-servermcp · back-end | Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by pre-indexing the entire codebase and providing 54 specialized tools for… | 136 stars · 51 forks | No one-command install · Source | |
| 71 | 93.6399 | traceloop-opentelemetry-mcp-servermcp · observability | 🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.). | 199 stars · 22 forks | No one-command install · Source | |
| 72 | 93.6111 | shadowcz007-standalone-exemcp · back-end | Standalone MCP server executable for Windows, macOS, and other platforms that uses JavaScript configuration files to define resources, tools, and… | 165 stars · 29 forks | No one-command install · Source | |
| 73 | 93.4513 | kukapay-freqtrademcp · back-end | Provides a bridge to Freqtrade's REST API for monitoring market data, managing trades, configuring bot behavior, and analyzing performance metrics in… | 139 stars · 39 forks | No one-command install · Source | |
| 74 | 93.3942 | doggybee-ccxtmcp · back-end | High-performance CCXT MCP server for cryptocurrency exchange integration. | 145 stars · 34 forks | No one-command install · Source | |
| 75 | 93.3516 | kukapay-crypto-indicatorsmcp · ai-agents | Provides AI trading agents with real-time technical analysis indicators and trading signals for cryptocurrency markets, enabling quantitative strategy… | 130 stars · 43 forks | No one-command install · Source | |
| 76 | 93.2479 | langsmithmcp · observability | Access LangSmith observability data including traces, prompts, datasets, experiments, and billing usage. | 131 stars · 38 forks | No one-command install · Source | |
| 77 | 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 | |
| 78 | 93.1453 | scottcjn-rustchain-bottubemcp · ai-agents | Interacts with RustChain's Proof-of-Antiquity blockchain and BoTTube video platform for mining, video content, and agent-to-agent communication. | 108 stars · 45 forks | No one-command install · Source | |
| 79 | 93.1033 | cyanheads-mcp-ts-coremcp · back-end | A TypeScript framework for building MCP servers with declarative tool, resource, and prompt definitions, built-in auth, multi-backend storage, and… | 148 stars · 27 forks | No one-command install · Source | |
| 80 | 92.8367 | rcontesti-interactive-brokersmcp · back-end | Provides complete access to Interactive Brokers' Web API through a containerized FastAPI architecture with session management and auto-generated… | 140 stars · 25 forks | No one-command install · Source | |
| 81 | 92.8242 | wyre-technology-autotask-psamcp · payments | Gives AI assistants direct access to Kaseya Autotask PSA with 39 tools for tickets, time entries, companies, projects, and billing. | 49 stars · 55 forks | No one-command install · Source | |
| 82 | 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 | |
| 83 | 92.7131 | huggingagi-mcp-baostock-servermcp · back-end | MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. | 118 stars · 32 forks | No one-command install · Source | |
| 84 | 92.7011 | taylorwilsdon-quantconnectmcp · search | Integrates with QuantConnect's quantitative finance platform to provide historical data retrieval, statistical analysis, portfolio optimization… | 119 stars · 31 forks | No one-command install · Source | |
| 85 | 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 | |
| 86 | 92.5995 | berlinbra-polymarket-predictionsmcp · back-end | Integrates with PolyMarket's API to fetch and analyze prediction market data for financial insights and decision support. | 142 stars · 21 forks | No one-command install · Source | |
| 87 | 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 | |
| 88 | 92.5125 | berlinbra-alpha-vantagemcp · back-end | Integrates with Alpha Vantage API to provide real-time financial market data for stock quotes, company information, cryptocurrency rates, and… | 104 stars · 39 forks | No one-command install · Source | |
| 89 | 92.2425 | easy-mcpmcp · back-end | Simplifies creating MCP servers in TypeScript with an Express-like API and experimental decorators, enabling quick definition of tools, resources, and… | 196 stars · 12 forks | No one-command install · Source | |
| 90 | 92.1082 | squaremcp · back-end | Provides a bridge between Square's complete API ecosystem and conversational interfaces, enabling comprehensive e-commerce and payment processing… | 108 stars · 26 forks | No one-command install · Source | |
| 91 | 91.9914 | ertugrul59-tradingview-chartmcp · browser | Captures and shares TradingView chart images with customizable tickers and timeframes through a Selenium-based scraper that converts screenshots to… | 100 stars · 29 forks | No one-command install · Source | |
| 92 | 91.9276 | hummingbotmcp · other | Automated multi-exchange cryptocurrency trading framework | 59 stars · 40 forks | No one-command install · Source | |
| 93 | 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 | |
| 94 | 91.6156 | lazy-dinosaur-ccxt-crypto-tradingmcp · observability | Bridges the CCXT cryptocurrency trading library with natural language interfaces, enabling monitoring, analysis, and trading operations across 100+… | 93 stars · 28 forks | No one-command install · Source | |
| 94 | 91.6156 | quantgeekdev-coincap-mcpmcp · auth | Access cryptocurrency price data without authentication. | 93 stars · 28 forks | No one-command install · Source | |
| 96 | 91.6127 | haonanalex-mgmt-paper-skillsmcp · back-end | Monorepo of MCP servers for Chinese academic research workflows including NSFC data, academic search, and financial data. | 123 stars · 16 forks | No one-command install · Source | |
| 97 | 91.6126 | alchemyplatform-blockchain-apimcp · back-end | Integrates with Alchemy's blockchain APIs to enable querying token prices, NFT ownership, transaction history, and token balances across multiple… | 88 stars · 32 forks | No one-command install · Source | |
| 98 | 91.6071 | cap-js-mcp-servermcp · back-end | MCP server for SAP CAP that enables AI-assisted development by searching CDS model definitions and CAP documentation. | 110 stars · 19 forks | No one-command install · Source | |
| 99 | 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 | |
| 100 | 91.4158 | tally-prime-mcp-servermcp · back-end | Enables Large Language Models to access and query Tally Prime ERP data, including financial reports, masters, and inventory summaries, via the Model… | 80 stars · 33 forks | 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.