Armory
Source

Leaderboard

Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
Sort
ScoreUsageTestedMentionsStarsName
Lowest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

4,779 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
210194.186jjlabsio-korea-stockmcp · back-endIntegrates with DART and KRX APIs to provide Korean stock market data including company information, trading data, financial statements, and…175 stars · 40 forksNo one-command install · Source
210294.191aaronjmars-web3-research-mcpmcp · otherDeep Research for crypto - free & fully local161 stars · 53 forksNo one-command install · Source
210394.256twjackysu-taiwan-stock-exchangemcp · back-endIntegrates with Taiwan Stock Exchange OpenAPI to provide comprehensive stock market data including company fundamentals, trading patterns, market…168 stars · 47 forksNo one-command install · Source
210494.278sendaifun-solanamcp · back-endEnables blockchain interactions on Solana by providing a comprehensive server for asset retrieval, token deployment, wallet management, transfers, NFT…164 stars · 55 forksNo one-command install · Source
210594.281huweihua123-chinese-stock-marketmcp · back-endIntegrates with Chinese financial data providers including AkShare and Tushare to deliver real-time stock market data, fundamental analysis, news…173 stars · 45 forksNo one-command install · Source
210694.334jonradoff-lastsaasmcp · paymentsRead-only admin interface for LastSaaS covering dashboards, users, tenants, billing, and logs.165 stars · 56 forksNo one-command install · Source
210794.337frappe-mcpmcp · ai-agentsAllows Frappe Framework apps to function as MCP servers, exposing Python-defined tools for LLM interaction.167 stars · 54 forksNo one-command install · Source
210894.482emilia-mcp-servermcp · back-endThe 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 forksNo one-command install · Source
210994.487qveris-agent-toolkitmcp · ai-agentsCapability routing network for AI agents to discover, inspect, and call 10,000+ real-world financial capabilities through one unified MCP protocol.260 stars · 25 forksNo one-command install · Source
211094.528repomappermcp · github-vcsGenerates intelligent repository maps and code navigation by analyzing source code definitions, references, and relationships using Tree-sitter…200 stars · 40 forksNo one-command install · Source
211194.749flox-mcpmcp · ai-agentsMCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators…223 stars · 38 forksNo one-command install · Source
211294.759razorpaymcp · back-endProvides a bridge between natural language commands and Razorpay's payment processing APIs, enabling seamless integration for payment operations…230 stars · 37 forksNo one-command install · Source
211394.893narumiruna-yahoo-financemcp · otherProvides real-time financial data from Yahoo Finance through specialized tools for retrieving stock information, market trends, and news for…188 stars · 66 forksNo one-command install · Source
211494.978foundry-toolkitmcp · devopsIntegrates with Foundry blockchain development toolkit to enable smart contract deployment, testing, bytecode analysis, and transaction inspection…253 stars · 36 forksNo one-command install · Source
211595.067akshare-one-mcp-servermcp · back-endProvide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive…226 stars · 51 forksNo one-command install · Source
211695.282pyscrappymcp · browserA 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 forksNo one-command install · Source
211795.409metatrader-5-mcp-servermcp · back-endEnables AI assistants to connect to MetaTrader 5 for trading, market data access, and account management through the Model Context Protocol.214 stars · 78 forksNo one-command install · Source
211895.421codespar-wompimcp · paymentsIntegration with Wompi, Bancolombia's Colombian payment gateway, for processing payments and managing transactions.269 stars · 49 forksNo one-command install · Source
211995.473actual-budgetmcp · otherIntegrates with Actual Budget to provide transaction filtering, spending breakdowns by category, monthly summaries with savings rates, and account…215 stars · 80 forksNo one-command install · Source
212095.524darknet-mcp-servermcp · ai-agentsDark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware tracking, Tor .onion access, blockchain intel, exploit search, stealer logs…319 stars · 39 forksNo one-command install · Source
212195.648daily-news-mcp-servermcp · back-endEnables AI assistants to fetch news categories and hot news/tweets across various topics like crypto, DeFi, and AI.350 stars · 38 forksNo one-command install · Source
212295.681hobson-stock-analyzermcp · back-endIntegrates with Tiingo API to perform technical analysis on stocks, providing key indicators for trading decisions.273 stars · 65 forksNo one-command install · Source
212395.831blockrunai-blockrun-mcpmcp · paymentsAccess 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 forksNo one-command install · Source
212495.984open-accountantsmcp · otherAI tax computation skills for financial transaction classification and tax documentation across 134 countries.358 stars · 51 forksNo one-command install · Source
212596.068onchainos-mcp-servermcp · back-endEnables on-chain operations including token search, market data, wallet management, swap execution, and DApp interactions across 20+ blockchains.328 stars · 68 forksNo one-command install · Source
212696.110ferdousbhai-investor-agentmcp · searchProvides real-time financial analysis tools leveraging market data from yfinance and CNN's Fear & Greed Index for investment research, portfolio…345 stars · 65 forksNo one-command install · Source
212796.163korea-real-estate-mcpmcp · back-endConnects 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 forksNo one-command install · Source
212896.276trading-skillsmcp · ai-agentsProvides 32 trading analysis tools for AI-powered market analysis, including real-time data, technical indicators, options Greeks, scanners, and…350 stars · 79 forksNo one-command install · Source
212996.315aahl-aktoolsmcp · otherIntegrates with Chinese financial markets through akshare library to provide real-time and historical stock and cryptocurrency data with caching…393 stars · 64 forksNo one-command install · Source
213096.424okx-trade-mcpmcp · back-endMCP server connecting AI assistants to OKX exchange, enabling trading, market data, account management, and more via 150+ tools across 11 modules.418 stars · 66 forksNo one-command install · Source
213196.425koreal6803-finlab-aimcp · otherQuantitative trading toolkit with extensive data access, backtesting, and strategy development tools.413 stars · 67 forksNo one-command install · Source
213296.511mcpdotdirect-evm-blockchainmcp · otherIntegrates with EVM-compatible blockchains to enable querying data, transferring tokens, reading smart contracts, and resolving ENS names across…379 stars · 103 forksNo one-command install · Source
213396.616rhnvrm-zerodha-kitemcp · otherIntegrates with Zerodha Kite trading platform to enable algorithmic trading and portfolio management for Indian stock markets.308 stars · 130 forksNo one-command install · Source
213496.624massive-com-mcp-servermcp · back-endProvides an LLM-friendly interface to the Massive.com financial data API through composable tools for searching endpoints, calling APIs, and querying…391 stars · 112 forksNo one-command install · Source
213596.682pv-bhat-vibe-checkmcp · ai-agentsThe definitive Vibe Coder's sanity check MCP server: Upgrade your agent with self-aware oversight.501 stars · 66 forksNo one-command install · Source
213696.749base-blockchainmcp · back-endEnables Claude to interact with the Base blockchain and Coinbase API for cryptocurrency operations including wallet management, fund transfers, and…350 stars · 138 forksNo one-command install · Source
213796.917yahoo-finance-mcp-2mcp · searchEnables retrieval of comprehensive financial data from Yahoo Finance, including stock prices, company info, financial statements, options, and news…346 stars · 158 forksNo one-command install · Source
213897.109xero-accountingmcp · authProvides a bridge to the Xero accounting API, enabling financial data interactions and accounting operations through OAuth2 custom connections for…358 stars · 180 forksNo one-command install · Source
213997.23824mlight-a-share-financial-datamcp · searchProvides financial data tools for Chinese stock market analysis through the Baostock API, enabling retrieval of historical prices, financial reports…646 stars · 111 forksNo one-command install · Source
214097.248steipete-macos-automatormcp · otherAutomates macOS tasks through AppleScript and JavaScript for Automation with a rich library of pre-defined scripts for application control, file…874 stars · 65 forksNo one-command install · Source
214197.314guangxiangdebizi-finance-market-datamcp · otherProvides real-time financial data and news through tools for stock market information, market indices tracking, and financial news updates658 stars · 120 forksNo one-command install · Source
214297.331wyckoff-trading-agent-mcp-servermcp · back-endProvides 10 tools for Wyckoff volume-price analysis across A-shares, Hong Kong, and US stocks, enabling natural language interactions for stock…593 stars · 185 forksNo one-command install · Source
214397.379caiovicentino-polymarketmcp · otherPrediction market trading with 38 tools for orders, market analysis, and portfolio management with safety controls665 stars · 137 forksNo one-command install · Source
214497.403wshobson-maverick-financial-analysismcp · back-endPersonal-use financial market analysis server that provides technical analysis tools including RSI, MACD, and moving averages with stock screening…655 stars · 156 forksNo one-command install · Source
214597.742ariadng-metatrader-mcp-servermcp · back-endEnable AI LLMs to execute trades using MetaTrader 5 platform785 stars · 254 forksNo one-command install · Source
214697.826ai-tradermcp · ai-agentsEnables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.1,063 stars · 146 forksNo one-command install · Source
214797.869agent-network-protocolmcp · ai-agentsOpen source protocol for agent communication, defining how agents connect with each other1,408 stars · 101 forksNo one-command install · Source
214897.959alpacahq-tradingmcp · observabilityIntegrates with Alpaca trading platform to manage stock and options accounts through paper and live trading environments, enabling order execution…934 stars · 296 forksNo one-command install · Source
214998.082mnemox-ai-tradememorymcp · ai-agentsPersistent outcome-weighted memory for trading agents with trade journaling, behavioral bias detection, and strategy adjustment.1,411 stars · 166 forksNo one-command install · Source
215098.287xpaysh-awesome-x402mcp · paymentsCurated 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 forksNo one-command install · Source
215198.3396551team-opennewsmcp · searchProvides real-time crypto news search, AI sentiment analysis, and trading signals from 72+ data sources.2,129 stars · 162 forksNo one-command install · Source
215298.566financial-datasetsmcp · back-endProvides direct access to stock market data including income statements, balance sheets, cash flow statements, historical prices, and market news…2,282 stars · 345 forksNo one-command install · Source
215398.728sendai-solana-agent-kitmcp · devopsIntegrates with Solana blockchain to enable token deployment, NFT creation, DeFi operations, and cross-chain transfers via Wormhole directly within…1,711 stars · 873 forksNo one-command install · Source
215498.804matthewhand-openapi-proxymcp · back-endDynamically exposes REST APIs defined by OpenAPI specifications as MCP tools, enabling seamless integration of external services into workflows.153 stars · 38 forks · passed install testNo one-command install · Source
215598.995tradingview-mcpmcp · ai-agentsAI-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 forksNo one-command install · Source
215699.242harnessworkflow · front-endA 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 forksNo one-command install · Source
215799.335tradingview-mcp-bridgemcp · browserEnables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and workflow automation via…5,956 stars · 2,597 forksNo one-command install · Source
215899.546stripe-link-clicli · authLets an agent pay with Stripe Link on your behalf: you approve, credentials stay hidden.796 stars · 122 forks · passed install testNo one-command install · Source
215999.588alirezarezvani-claude-skillsskill · ai-agentsContributed by Sentinel380 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 mentionsNo one-command install · Source
216099.703stripe-agent-toolkitinfra · paymentsUse 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 testNo one-command install · Source
216199.718claude-scientific-skillsskill · ai-agentsA set of ready-to-use Agent Skills for research, science, engineering, analysis, finance and writing.41,662 stars · 3,831 forksNo one-command install · Source
216299.744coinbase-agentkitcli · authCoinbase AgentKit: gives an agent an onchain wallet and the actions to use it.1,294 stars · 799 forks · passed install testNo one-command install · Source
216399.897genai-toolboxmcp · databaseProvides 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 testNo one-command install · Source
2164Unrankedthe-stallmcp · paymentsx402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global equities, crypto/DeFi, prediction markets, gov/legal, research, infra)…No signals yetNo one-command install · Source
2165Unrankedbeliq-mcpmcp · paymentsValidates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) against authority-pinned rules and explains failures.No signals yetNo one-command install · Source
2166Unrankedclawfetch-mcpmcp · paymentsMCP server providing web intelligence tools for AI agents, including fetching pages as markdown, rendering JS-heavy SPAs, extracting structured data…No signals yetNo one-command install · Source
2167Unrankedmcp-defillamamcp · authDeFi analytics from DefiLlama, free and no authentication required.No signals yetNo one-command install · Source
2168Unrankedpipeworx-defillamamcp · observabilityDeFi analytics data via the DefiLlama API — TVL, protocol stats, and chain metrics.No signals yetNo one-command install · Source
2169Unrankedpipeworx-io-coinmarketcapmcp · back-endQuery cryptocurrency prices, market capitalizations, rankings, and exchange data from the CoinMarketCap API.No signals yetNo one-command install · Source
2170Unrankedcoinbase-exchangemcp · otherAccess Coinbase Exchange market data and trading information via MCP.No signals yetNo one-command install · Source
2171Unrankedaccountingqb-mcpmcp · ai-agentsThe AccountingQB-MCP server is a comprehensive QuickBooks Online integration for Claude, offering 108 tools to manage transactions, run reports, and…No signals yetNo one-command install · Source
2172Unrankedorcarail-mcpmcp · ai-agentsOfficial MCP server for accepting crypto payments through OrcaRail. It enables AI agents to create payment intents, manage subscriptions, handle…No signals yetNo one-command install · Source
2173Unrankedsimplepractice-mcpmcp · back-endEnables read-only access to SimplePractice Client Portal data — appointments, billing, documents, and announcements — via the portal's JSON:API, using…No signals yetNo one-command install · Source
2174Unrankedmyhotlunchbox-mcpmcp · back-endEnables reading the school lunch calendar, managing students, placing and changing orders, and tracking deliveries and payments on a My Hot Lunchbox…No signals yetNo one-command install · Source
2175Unrankedpeil-mcpmcp · ai-agentsConnect Peil to Claude (or any MCP client): log hours, draft invoices from unbilled hours, and check where you stand — from a prompt.No signals yetNo one-command install · Source
2176Unrankedwi-dmvmcp · paymentsProvides Wisconsin DMV (WisDOT) customer service center data including address, hours, services, and payment methods for each counter. Enables…No signals yetNo one-command install · Source
2177Unrankedmcp-treasury-fiscalmcp · back-endEnables querying US Treasury Fiscal Data through the Treasury Fiscal Data API, providing access to financial data such as debt, spending, and revenue.No signals yetNo one-command install · Source
2178Unrankedpipeworx-io-the-graphmcp · back-endThe Graph indexed blockchain data via subgraph GraphQL queries for Ethereum and other EVM-compatible chains via Pipeworx.No signals yetNo one-command install · Source
2179Unrankedthe-graphmcp · back-endEnables querying indexed blockchain data via subgraph GraphQL queries, part of the Pipeworx MCP gateway.No signals yetNo one-command install · Source
2180Unrankedmcp-stat-lvmcp · back-endMCP server that enables querying Latvian official statistics from data.stat.gov.lv via PxWeb tables, allowing retrieval of table definitions and data…No signals yetNo one-command install · Source
2181Unrankedmcp-merriam-webstermcp · otherEnables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natural language, providing definitions, synonyms, and related word data.No signals yetNo one-command install · Source
2182Unrankedlitvm-tcg-oraclemcp · searchOn-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ trading cards, 60-day price history, Merkle proof verification on…No signals yetNo one-command install · Source
2183Unrankedhashlock-otcmcp · otherOTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin.No signals yetNo one-command install · Source
2184Unrankedx402-ads-mcpmcp · paymentsx402 Ads lets AI agents buy and verify ad placements with per-request USDC payments. Agents can discover inventory, submit campaign context, receive…No signals yetNo one-command install · Source
2185Unrankedtv-historymcp · back-endMCP server for historical asset analysis using tvDatafeed and cached CSV files. Enables fetching OHLCV bars, candlestick charts, and trade execution…No signals yetNo one-command install · Source
2186Unrankedcompute-finance-mcpmcp · ai-agentsProvides real-time AI compute pricing and cost analysis across LLM providers, enabling session cost tracking, model price comparisons, and historical…No signals yetNo one-command install · Source
2187Unrankeda2a-x402-mcp-servicesmcp · paymentsEnables agents to access production-grade paid MCP tools with real on-chain x402 v2 settlement, including EVM wallet risk scoring, payload…No signals yetNo one-command install · Source
2188Unrankedinvompt-mcpmcp · paymentsInvoice-focused MCP bridge that relays MCP JSON-RPC to a local loopback transport, with strict origin allowlisting.No signals yetNo one-command install · Source
2189Unrankedpay-mcp-servermcp · paymentsMCP server for Pay – the complete x402 payment stack for AI agents, enabling direct USDC payments on Base, metered tabs, service discovery, and wallet…No signals yetNo one-command install · Source
2190Unrankedpay-skillmcp · paymentsUSDC payment tools for AI agents including direct payments, tabs, and x402 paywalls on Base.No signals yetNo one-command install · Source
2191Unrankedwarppay402-warppay402-mcp-toolsmcp · paymentsEnables AI agents to use pay-per-use web scraping, Base blockchain analytics, and PDF text extraction tools, monetized via x402 USDC micropayments.No signals yetNo one-command install · Source
2192Unrankedagrentingmcp · ai-agentsMarketplace plugin enabling Claude Code to discover, hire, monitor, and retrieve results from remote agents via Agrenting, with scoped API keys and…No signals yetNo one-command install · Source
2193Unrankedkorea-trip-conciergemcp · back-endAn MCP server that helps foreign tourists in Korea find places, shops, transportation, and payment solutions in English.No signals yetNo one-command install · Source
2194Unrankedfd-cn-reportmcp · back-endAn MCP server for Chinese financial reports, providing 44 tools to resolve companies, list/retrieve filings, extract report sections, run AI-based…No signals yetNo one-command install · Source
2195Unrankedpulltrader-seller-economics-mcpmcp · otherEstimates the net amount a trading-card seller keeps when selling the same card through eBay versus Pulltrader's selling methods, using a…No signals yetNo one-command install · Source
2196Unrankedbounty-apimcp · paymentsVerified Singapore property, tax, affordability, salary, and location data for AI agents. 17 MCP tools, x402 micropayments, source provenance on every…No signals yetNo one-command install · Source
2197Unrankedashar-exchange-mcp-servermcp · back-endEnables AI agents to perform PIX to USDC/USDT exchange operations via the Ashar Exchange API, including quotes, payins, payouts, transfers, wallet…No signals yetNo one-command install · Source
2198Unrankedsie-mcpmcp · back-endMCP server for Swedish accounting data analysis (SIE4, Spiris/Visma) with tools for reading financial records, generating reports, and preparing draft…No signals yetNo one-command install · Source
2199Unrankedclocknext-mcp-servermcp · back-endIntegrates usage-based billing into AI coding tools, enabling meter usage, signal verification, and billing management via the ClockNext API.No signals yetNo one-command install · Source
2200Unrankedxian-mcp-servermcp · back-endEnables AI assistants to interact with the Xian blockchain, including wallet management, token transfers, smart contract operations, DEX trading, and…No signals yetNo 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.

Leaderboard · Armory