Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4601 | Unranked | patterns-basic-workflowsworkflow · ai-agents | Three simple multi-LLM workflow patterns trading cost or latency for improved performance. | No signals yet | No commit datelisted | armory install patterns-basic-workflows --cli claude |
| 4602 | Unranked | payment-integrationsubagent · payments | Use this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud… | No signals yet | No commit datelisted | armory install payment-integration --cli claude |
| 4603 | Unranked | payment-integration-2subagent · payments | Use this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud… | No signals yet | No commit datelisted | armory install payment-integration-2 --cli claude |
| 4604 | Unranked | pdfzenmcp · payments | Render PDFs from 45 starter templates or raw HTML with per-render USDC micropayments via x402, no signup required. | No signals yet | No commit datelisted | No one-command install · Source |
| 4605 | Unranked | peediefmcp · payments | Template-to-PDF service that converts predefined templates with structured data into formatted documents like certificates, invoices, and reports… | No signals yet | No commit datelisted | No one-command install · Source |
| 4606 | Unranked | performance-budget-guardhook · observability | Monitor bundle size and Core Web Vitals metrics during development, blocking deployments that exceed performance budgets with detailed reports… | No signals yet | No commit datelisted | armory install performance-budget-guard --cli claude |
| 4607 | Unranked | peru-invoice-mcpmcp · payments | Enables AI agents to issue Peruvian electronic invoices (factura/boleta) declared to SUNAT via Nubefact. Supports creating, querying, and canceling… | No signals yet | No commit datelisted | No one-command install · Source |
| 4608 | Unranked | peru-payments-mcpmcp · payments | Enables AI agents to accept payments in Peru including Yape, PagoEfectivo, cards, and Mercado Pago wallet via hosted checkout. Acts as a stateless… | No signals yet | No commit datelisted | No one-command install · Source |
| 4609 | Unranked | pickelfintech-sentisift-sdksmcp · other | Comment moderation and intelligence for any article: bot/spam detection, multilingual sentiment analysis, and Influence (constructive comment… | No signals yet | No commit datelisted | No one-command install · Source |
| 4610 | Unranked | pictomancermcp · back-end | Processes images in under 50ms with resize, convert, compress, crop, and pipeline operations via REST API and x402 micropayments. | No signals yet | No commit datelisted | No one-command install · Source |
| 4611 | Unranked | pinetopmcp · browser | Controls TradingView Desktop charts, Pine Script, indicators, and backtesting via Chrome DevTools Protocol. | No signals yet | No commit datelisted | No one-command install · Source |
| 4612 | Unranked | piquesignal-piquesignal-mcpmcp · other | Solana memecoin Flash Point alerts with conviction scoring, safety profiles, and market data. Paper trade with a built-in risk engine. 6 tools… | No signals yet | No commit datelisted | No one-command install · Source |
| 4613 | Unranked | plaidmcp · observability | Integrates with Plaid's developer tools to provide personalized financial data integration insights, monitor API usage metrics, optimize Link… | No signals yet | No commit datelisted | No one-command install · Source |
| 4614 | Unranked | plaid-fintechskill · auth | Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook… | No signals yet | No commit datelisted | armory install plaid-fintech --cli claude |
| 4615 | Unranked | plotlyskill · back-end | Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter… | No signals yet | No commit datelisted | armory install plotly --cli claude |
| 4616 | Unranked | poland-invoice-mcpmcp · payments | Enables AI agents to issue Poland structured e-invoices (faktura ustrukturyzowana) through KSeF 2.0, handling FA(3) XML building, encrypted session… | No signals yet | No commit datelisted | No one-command install · Source |
| 4617 | Unranked | poland-payments-mcpmcp · payments | Enables AI agents to accept payments in Poland via Stripe, providing tools to create hosted-checkout links and query payment status. | No signals yet | No commit datelisted | No one-command install · Source |
| 4618 | Unranked | prediction-market-risk-reviewskill · back-end | Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before… | No signals yet | No commit datelisted | armory install prediction-market-risk-review --cli claude |
| 4619 | Unranked | preflytemcp · ai-agents | DeFi financial intelligence for AI agents, providing oracle data and market verification. | No signals yet | No commit datelisted | No one-command install · Source |
| 4620 | Unranked | pricepertoken-mcp-servermcp · ai-agents | LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required. | No signals yet | No commit datelisted | No one-command install · Source |
| 4621 | Unranked | product-managersubagent · ai-agents | Use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals. | No signals yet | No commit datelisted | armory install product-manager --cli claude |
| 4622 | Unranked | qa-coordinatorsubagent · auth | PROACTIVELY USE this agent when you need to establish quality assurance processes, coordinate testing activities, define quality standards, or ensure… | No signals yet | No commit datelisted | armory install qa-coordinator --cli claude |
| 4623 | Unranked | qatar-payments-mcpmcp · payments | Enables AI agents to accept Qatari payments (cards, Apple Pay, Google Pay) via Tap Payments hosted checkout. | No signals yet | No commit datelisted | No one-command install · Source |
| 4624 | Unranked | quant-analystsubagent · observability | Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct… | No signals yet | No commit datelisted | armory install quant-analyst --cli claude |
| 4625 | Unranked | quant-analyst-2subagent · observability | Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct… | No signals yet | No commit datelisted | armory install quant-analyst-2 --cli claude |
| 4626 | Unranked | quant-m2mmcp · payments | Web scraping and crypto price oracle service requiring USDC micropayments for access. | No signals yet | No commit datelisted | No one-command install · Source |
| 4627 | Unranked | quantifymemcp · devops | Generate and deploy algorithmic trading strategies using natural language — free trial, no account required. | No signals yet | No commit datelisted | No one-command install · Source |
| 4628 | Unranked | quantjourney-mcp-servermcp · back-end | Connects AI assistants to 500+ financial data tools from 40+ providers via the Model Context Protocol, enabling natural language queries for financial… | No signals yet | No commit datelisted | No one-command install · Source |
| 4629 | Unranked | quickbooks-online-mcp-server-2mcp · payments | Enables full CRUD operations on 29 QuickBooks Online entity types and 11 financial reports via natural language, allowing users to manage customers… | No signals yet | No commit datelisted | No one-command install · Source |
| 4630 | Unranked | rails-backend-expertsubagent · front-end | Comprehensive Rails backend developer with expertise in all aspects of Ruby on Rails development. MUST BE USED for Rails backend tasks, ActiveRecord… | No signals yet | No commit datelisted | armory install rails-backend-expert --cli claude |
| 4631 | Unranked | raysker-axon-researchmcp · ai-agents | AI agent ecosystem research, DeFi protocol analysis, and crypto market intelligence tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 4632 | Unranked | re-angrmcp · back-end | MCP server for angr — symbolic execution + CFG + reaching-definitions. | No signals yet | No commit datelisted | No one-command install · Source |
| 4633 | Unranked | re-yaramcp · back-end | MCP server wrapping the YARA pattern-matching engine for binary triage, enabling users to compile and scan files against analyst-defined YARA rules. | No signals yet | No commit datelisted | No one-command install · Source |
| 4634 | Unranked | react-tanstack-router-queryrules · front-end | React SPA with TanStack Router v1 + TanStack Query v5 — the definitive pattern for zero-loading-spinner routing, type-safe URLs, and cache-first data | No signals yet | No commit datelisted | armory install react-tanstack-router-query --cli claude |
| 4635 | Unranked | read-only-auditorsubagent · payments | Use this agent when you need a security audit that is guaranteed to make no changes to the codebase. This agent has hooks in its frontmatter that… | No signals yet | No commit datelisted | armory install read-only-auditor --cli claude |
| 4636 | Unranked | red-mcp-server-2mcp · back-end | Connects AI assistants to Big Red Cloud accounting data, enabling read-only lookups and safe write operations with confirmation drafts. | No signals yet | No commit datelisted | No one-command install · Source |
| 4637 | Unranked | requirements-analystsubagent · payments | PROACTIVELY USE this agent when you need to analyze and formalize business requirements, user needs, or high-level project ideas into detailed… | No signals yet | No commit datelisted | armory install requirements-analyst --cli claude |
| 4638 | Unranked | research-brief-generatorsubagent · ai-agents | Use this agent when you need to transform a user's research query into a structured, actionable research brief that will guide subsequent research… | No signals yet | No commit datelisted | armory install research-brief-generator --cli claude |
| 4639 | Unranked | revolut-pulse-mcp-v2mcp · back-end | Provides live stock and crypto prices to AI apps via Yahoo Finance and Binance, with Revolut availability checks, requiring no API key for local… | No signals yet | No commit datelisted | No one-command install · Source |
| 4640 | Unranked | ribbo-mcpmcp · payments | Enables AI assistants to operate the Ribbo recurring billing API, allowing them to manage subscriptions, check entitlements, refund payments, charge… | No signals yet | No commit datelisted | No one-command install · Source |
| 4641 | Unranked | richgo-finance-mcpmcp · search | Enables searching and analyzing Korean stocks using Richgo Finance data, including stock details, rankings, undervaluation, AI rankings, and curation… | No signals yet | No commit datelisted | No one-command install · Source |
| 4642 | Unranked | rillcoinmcp · ai-agents | AI agent wallets, Proof of Conduct reputation, and concentration decay on the Rill L1 blockchain. | No signals yet | No commit datelisted | No one-command install · Source |
| 4643 | Unranked | risk-manager-2subagent · observability | Use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic… | No signals yet | No commit datelisted | armory install risk-manager-2 --cli claude |
| 4644 | Unranked | rok-labs-wolfpackmcp · ai-agents | On-chain security and market intelligence for trading agents on Base. | No signals yet | No commit datelisted | No one-command install · Source |
| 4645 | Unranked | romania-invoice-mcpmcp · payments | Enables AI agents to issue Romania e-Factura electronic invoices (factura electronica) into the national ANAF/SPV system by building UBL 2.1 CIUS-RO… | No signals yet | No commit datelisted | No one-command install · Source |
| 4646 | Unranked | rustchain-mcpmcp · ai-agents | MCP server for the RustChain blockchain and BoTTube video platform, enabling AI-agent-based token earning through model context protocol and… | No signals yet | No commit datelisted | No one-command install · Source |
| 4647 | Unranked | s-4hana-mcp-servermcp · back-end | Enables interaction with SAP S/4HANA systems, providing 38 tools to search and manage business partners, products, pricing, purchase orders, supplier… | No signals yet | No commit datelisted | No one-command install · Source |
| 4648 | Unranked | sats4aimcp · back-end | Bitcoin-powered AI tools accessible via Lightning micropayments with no signup or API keys required. | No signals yet | No commit datelisted | No one-command install · Source |
| 4649 | Unranked | saudi-invoice-mcpmcp · ai-agents | Remote MCP server that lets any AI agent submit Saudi Arabia tax invoices to ZATCA (Fatoora Phase 2) — the Zakat, Tax and Customs Authority national… | No signals yet | No commit datelisted | No one-command install · Source |
| 4650 | Unranked | school-finance-mcpmcp · database | MCP server for SchoolFinance, a single-user school finance app, exposing tools and resources for managing students, classes, payments… | No signals yet | No commit datelisted | No one-command install · Source |
| 4651 | Unranked | search-specialist-2subagent · search | Use when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information… | No signals yet | No commit datelisted | armory install search-specialist-2 --cli claude |
| 4652 | Unranked | secret-scannerhook · github-vcs | Automatically detects hardcoded secrets before git commits. Scans for API keys from 30+ providers (Anthropic: sk-ant-..., OpenAI: sk-..., AWS… | No signals yet | No commit datelisted | armory install secret-scanner --cli claude |
| 4653 | Unranked | security-scanskill · ai-agents | Scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield… | No signals yet | No commit datelisted | armory install security-scan --cli claude |
| 4654 | Unranked | senior-architectskill · front-end | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift… | No signals yet | No commit datelisted | armory install senior-architect --cli claude |
| 4655 | Unranked | serbia-invoice-mcpmcp · back-end | Enables AI agents to issue, query, and cancel Serbia SEF eFaktura electronic invoices (UBL 2.1 SRB-CIUS) into the national Ministry of Finance system… | No signals yet | No commit datelisted | No one-command install · Source |
| 4656 | Unranked | setu-upi-deeplinksmcp · payments | Integrates Setu's UPI payment infrastructure to enable seamless generation and management of payment links for applications. | No signals yet | No commit datelisted | No one-command install · Source |
| 4657 | Unranked | setupworkflow · ai-agents | Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides) | No signals yet | No commit datelisted | armory install setup --cli claude |
| 4658 | Unranked | shibui-financemcp · other | Access 64 years of US stock market data including fundamentals, technicals, and backtesting for 5,200+ companies via natural language queries. | No signals yet | No commit datelisted | No one-command install · Source |
| 4659 | Unranked | shopify-appsskill · front-end | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API… | No signals yet | No commit datelisted | armory install shopify-apps --cli claude |
| 4660 | Unranked | shothik-mcp-servermcp · back-end | Provides enterprise tools for Posthuman blockchain validators, South Asian demography operations (bKash, Steadfast, NBR VAT), episodic semantic… | No signals yet | No commit datelisted | No one-command install · Source |
| 4661 | Unranked | shuhaozhang-ccxtmcp · back-end | Connects language models to cryptocurrency exchanges through a unified API for market data access and trading capabilities across major platforms like… | No signals yet | No commit datelisted | No one-command install · Source |
| 4662 | Unranked | shumi-aimcp · front-end | Shumi is a mechanical trading intelligence platform designed for the crypto market. It combines market trends, funding data, user sentiment, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 4663 | Unranked | singapore-payments-mcpmcp · payments | Enables AI agents to accept payments in Singapore via PayNow QR, cards, and other methods through HitPay's hosted checkout. Supports creating payment… | No signals yet | No commit datelisted | No one-command install · Source |
| 4664 | Unranked | singularity-layermcp · payments | Connect AI assistants to the Singularity Layer marketplace for discovering listings, managing assets, and processing x402 payments. | No signals yet | No commit datelisted | No one-command install · Source |
| 4665 | Unranked | skill-complyskill · ai-agents | Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents… | No signals yet | No commit datelisted | armory install skill-comply --cli claude |
| 4666 | Unranked | skills-02-skills-financial-applicationsworkflow · ai-agents | Build financial dashboards and portfolio analytics using Claude's Excel, PowerPoint, PDF skills. | No signals yet | No commit datelisted | armory install skills-02-skills-financial-applications --cli claude |
| 4667 | Unranked | smallfat-tusharemcp · back-end | Accesses Chinese financial market data through the Tushare API with 173 data interfaces and 17 tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 4668 | Unranked | smart-contract-auditorsubagent · database | Use this agent when conducting security audits of smart contracts. Specializes in vulnerability detection, attack vector analysis, and comprehensive… | No signals yet | No commit datelisted | armory install smart-contract-auditor --cli claude |
| 4669 | Unranked | smart-contract-specialistsubagent · front-end | Use this agent when developing production-level smart contracts. Specializes in Solidity development, Hardhat/Foundry toolchains, gas optimization… | No signals yet | No commit datelisted | armory install smart-contract-specialist --cli claude |
| 4670 | Unranked | smart-pacts-mcp-serversmcp · back-end | Provides secure, audited MCP servers for Kadena blockchain interactions, including Pact smart contract operations, Chainweb API, module deployment… | No signals yet | No commit datelisted | No one-command install · Source |
| 4671 | Unranked | snowflake-semanticviewworkflow · database | Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer… | No signals yet | No commit datelisted | armory install snowflake-semanticview --cli claude |
| 4672 | Unranked | softvoyagers-fakturka-apimcp · back-end | Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required. | No signals yet | No commit datelisted | No one-command install · Source |
| 4673 | Unranked | sohlin2-freelance-osmcp · payments | Freelance business manager for clients, proposals, invoices, time tracking, and follow-ups. | No signals yet | No commit datelisted | No one-command install · Source |
| 4674 | Unranked | solana-defi-intelligence-mcp-servermcp · ai-agents | An MCP server that gives AI agents real-time Solana DeFi intelligence — smart money tracking, rug detection, wallet analysis, and token research. | No signals yet | No commit datelisted | No one-command install · Source |
| 4675 | Unranked | solana-wallet-awarerules · ai-agents | Guidelines for writing Solana-native code with wallet-security awareness, isolated signer subprocesses, MEV defense, oracle gates, and transaction… | No signals yet | No commit datelisted | armory install solana-wallet-aware --cli claude |
| 4676 | Unranked | solidity-react-blockchain-apps-cursorrules-promptrules · ai-agents | Cursor rules for Solidity development with React Blockchain apps integration. | No signals yet | No commit datelisted | armory install solidity-react-blockchain-apps-cursorrules-prompt --cli claude |
| 4677 | Unranked | somewheremcp · back-end | Backend platform for AI-built apps with database, auth, files, email, payments, and 170+ tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 4678 | Unranked | sophtronmcp · payments | Connect to financial, utility, and billing accounts to retrieve balance, transaction, payment, and identity data | No signals yet | No commit datelisted | No one-command install · Source |
| 4679 | Unranked | spawnpaymcp · payments | Crypto wallets, payments, and referral earnings for AI agents on Base L2. | No signals yet | No commit datelisted | No one-command install · Source |
| 4680 | Unranked | spocont-ifrsmcp · other | IFRS accounting standards: 26 standards, journal entries, XBRL, PDF ingestion, consolidation. | No signals yet | No commit datelisted | No one-command install · Source |
| 4681 | Unranked | squishmcp · ai-agents | MCP server — Local-first persistent memory runtime for AI agents — MCP server for Claude Code, Cursor, OpenCode, Codex, Cline. Auto-captures context… | No signals yet | No commit datelisted | No one-command install · Source |
| 4682 | Unranked | sre-engineersubagent · front-end | Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when… | No signals yet | No commit datelisted | armory install sre-engineer --cli claude |
| 4683 | Unranked | staccdotsol-staccbot-tgmcp · ai-agents | fomox402 broker + MCP server for last-bidder-wins games on Solana. One URL into Claude/Cursor/Goose/Cline and the agent auto-registers a Solana… | No signals yet | No commit datelisted | No one-command install · Source |
| 4684 | Unranked | startup-analystsubagent · observability | Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage… | No signals yet | No commit datelisted | armory install startup-analyst --cli claude |
| 4685 | Unranked | stock-market-mcp-server-2mcp · back-end | Enables LLMs to access stock market and cryptocurrency data through the Financial Datasets API, including financial statements, prices, metrics, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 4686 | Unranked | stripe-acpmcp · payments | AI agent checkout, payment delegation, products, and invoices via Stripe ACP. | No signals yet | No commit datelisted | No one-command install · Source |
| 4687 | Unranked | stripe-integrationskill · payments | Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe… | No signals yet | No commit datelisted | armory install stripe-integration --cli claude |
| 4688 | Unranked | studiomeyer-crmmcp · payments | AI-native CRM with 33 tools for pipeline management, leads, Stripe sync, and more. | No signals yet | No commit datelisted | No one-command install · Source |
| 4689 | Unranked | sumup-agent-toolkitmcp · back-end | Develop payment products with SumUp. Interact with the SumUp API and search developer documentation. | No signals yet | No commit datelisted | No one-command install · Source |
| 4690 | Unranked | svim-stockmcp · other | Trade tokenized real-world stocks across multiple blockchains including Ethereum, Solana, Arbitrum, Base, and BNB using Web3 wallets. | No signals yet | No commit datelisted | No one-command install · Source |
| 4691 | Unranked | sweden-invoice-mcpmcp · payments | Lets any AI agent send Sweden B2B/B2G electronic invoices (e-faktura) over the Peppol network in Peppol BIS 3.0 / EN 16931 format via Storecove, a… | No signals yet | No commit datelisted | No one-command install · Source |
| 4692 | Unranked | switzerland-payments-mcpmcp · payments | Enables AI agents to accept payments in Switzerland via Stripe hosted checkout, supporting TWINT, cards, and Apple Pay. | No signals yet | No commit datelisted | No one-command install · Source |
| 4693 | Unranked | sydowma-crypto-exchangemcp · other | Provides real-time cryptocurrency market data from major exchanges (Bybit, OKX, Binance) including prices, order books, funding rates, and open… | No signals yet | No commit datelisted | No one-command install · Source |
| 4694 | Unranked | system-architectsubagent · front-end | PROACTIVELY USE this agent when you need to design comprehensive system architectures, select technology stacks, define component interactions, plan… | No signals yet | No commit datelisted | armory install system-architect --cli claude |
| 4695 | Unranked | szamlazzworkflow · back-end | Issue, cancel, and fetch Hungarian invoices via the szamlazz.hu Agent API — with NAV taxpayer lookup and automatic partner cache | No signals yet | No commit datelisted | armory install szamlazz --cli claude |
| 4696 | Unranked | task-decomposition-expertsubagent · back-end | Use this agent when you need to break down a complex, multi-step goal into an actionable work breakdown structure with dependencies, parallelism… | No signals yet | No commit datelisted | armory install task-decomposition-expert --cli claude |
| 4697 | Unranked | taskmarket-mcp-2mcp · ai-agents | MCP server for Taskmarket that enables AI agents to discover, claim, submit, and track on-chain bounty tasks on the Base-based decentralized task… | No signals yet | No commit datelisted | No one-command install · Source |
| 4698 | Unranked | tdm-mcp-servermcp · back-end | Enables AI agents to perform local session-state checks for TDM, helping decide whether to continue, fuel, sweep, or connect the wallet. | No signals yet | No commit datelisted | No one-command install · Source |
| 4699 | Unranked | telcharfromnogrod-keenmcp · payments | AI image upscaling to 2x or 4x resolution with x402 micropayments via the Keen API. | No signals yet | No commit datelisted | No one-command install · Source |
| 4700 | Unranked | telegram-bot-builderskill · comms | This skill should be used when the user asks to "create a Telegram bot", "build a Telegram chatbot", "set up a Telegram webhook", "add inline… | No signals yet | No commit datelisted | armory install telegram-bot-builder --cli claude |
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.