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

27 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
122.557gh-gautamk1512-tradingview-morning-briefmcp · browserConnects to TradingView Desktop via Chrome DevTools Protocol for automated watchlist scanning and trading bias analysis.1 starNo one-command install · Source
222.557runpay-marketplacemcp · browserStripe-native marketplace where AI agents autonomously discover and purchase API services via MCP. Pay-per-call, no accounts needed. 6 live services…1 starNo one-command install · Source
322.557webmcp-guardmcp · browserDrop-in replacement for Playwright MCP that adds WebMCP support, exposing page-defined tools as gated webmcp:* tools with provenance tracking…1 starNo one-command install · Source
422.557chrischall-honeybookmcp · browserAccess HoneyBook client portal contracts and invoices using browser automation with Puppeteer and magic-link authentication.1 starNo one-command install · Source
526.394talnexismcp · browserTalNexis gives your AI assistant real-time hiring intelligence across 98 top tech companies — Anthropic, Nvidia, Stripe, Anduril, Snowflake, and more…1,421 installsNo commit datelisted No one-command install · Source
632.223digital-defiance-screenshotmcp · browserEnterprise-grade screenshot capture with PII masking and cross-platform support2 starsNo one-command install · Source
738.066hshintelligence-agent-scrapemcp · browserPay-per-call web scraping for AI agents via x402 micropayments on Base. Six tools: scrape, extract structured data, screenshot, metadata, browser…2 stars · 1 forkNo one-command install · Source
843.275rishab87-clawdpaymcp · browserEnables secure autonomous purchasing by creating single-use Privacy.com virtual cards with spending limits and automatically filling payment forms…4 starsNo one-command install · Source
943.275agentscoinmcp · browserGive your AI agent its own money. AgentsCoin MCP lets an agent create a wallet, mine the native coin $AGENT in-browser (no stake, no captcha, no…4 starsNo one-command install · Source
1043.498nikicat-mcp-wallet-signermcp · browserRoute EVM transactions to browser wallets for signing.2 stars · 2 forksNo one-command install · Source
1159.029aparajithn-agent-scraper-mcpmcp · browserWeb scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via…8 stars · 1 forkNo one-command install · Source
1268.021princegabriel-lgtm-freshcontext-mcpmcp · browserReal-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how…11 stars · 3 forksNo one-command install · Source
1372.112marcusquinn-amazon-order-historymcp · browserExtracts Amazon order history data across 16 regional sites using browser automation to export orders, item details, shipment tracking, and payment…13 stars · 5 forksNo one-command install · Source
1482.609israeli-bank-scrapersmcp · browserConnects to Israeli banking data for secure access to transactions from all major Israeli banks and credit card companies, enabling financial analysis…36 stars · 7 forksNo one-command install · Source
1591.991ertugrul59-tradingview-chartmcp · browserCaptures and shares TradingView chart images with customizable tickers and timeframes through a Selenium-based scraper that converts screenshots to…100 stars · 29 forksNo one-command install · Source
1695.282pyscrappymcp · 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
1799.335tradingview-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
18Unrankedssig-mcpmcp · browserLocal MCP-to-browser signing bridge for EVM, Solana, and Sui, letting agents prepare and simulate transactions while users approve and sign in a…No signals yetNo one-command install · Source
19Unrankedtradingview-chrome-mcpmcp · browserEnables AI assistants to remotely control TradingView charts in Chrome, including reading charts, writing and fixing Pine Script, managing watchlists…No signals yetNo one-command install · Source
20Unrankedtradingview-mcp-bridge-4mcp · browserConnects AI assistants to TradingView Desktop via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation.No signals yetNo one-command install · Source
21Unrankedmarkswendsen-code-venmomcp · browserAutomates Venmo payment interactions through browser automation for sending money, checking balances, and managing transactions.No signals yetNo one-command install · Source
22Unrankedmcp-robinhoodmcp · browserEnables AI agents to interact with Robinhood brokerage accounts via browser automation, supporting portfolio viewing, quotes, trading, and account…No signals yetNo one-command install · Source
23Unrankedtradingview-mcp-bridge-2mcp · browserConnects Claude Code to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and…No signals yetNo one-command install · Source
24Unrankedtradingview-chart-mcpmcp · browserEnables fetching TradingView chart images by ticker and interval with browser pooling for high concurrency.No signals yetNo one-command install · Source
25Unrankedpinetopmcp · browserControls TradingView Desktop charts, Pine Script, indicators, and backtesting via Chrome DevTools Protocol.No signals yetNo commit datelisted No one-command install · Source
26Unrankedtradingviewmcp · browserConnects Claude Code to your locally running TradingView Desktop app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script…No signals yetNo commit datelisted No one-command install · Source
27Unrankedtv-mcpmcp · browserEnables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and automation via Chrome…No signals yetNo 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.

Leaderboard · Armory