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 | 8.888 | data-wallet-verificationmcp · observability | Discover supported verification scopes and the claims they provide. Initiate and monitor data wallet verification flows to securely receive redacted… | 288 installs | No commit datelisted | No one-command install · Source |
| 2 | 22.557 | doronaviguy-ethereum-address-monitormcp · observability | Provides real-time Ethereum address monitoring across multiple blockchain networks using Server-Sent Events, enabling continuous tracking of on-chain… | 1 star | No one-command install · Source | |
| 3 | 22.557 | robinhood-mcpmcp · observability | Enables AI models to manage Robinhood portfolios, execute trades, and run automated trading bots with stop-loss/take-profit monitoring. | 1 star | No one-command install · Source | |
| 4 | 22.557 | corvusmcp · observability | Solana DeFi Intelligence MCP server enabling natural language queries for wallet analytics, DeFi positions, protocol metrics, and token prices. | 1 star | No one-command install · Source | |
| 5 | 22.557 | equivault-equivault-mcpmcp · observability | Official [EquiVault](https://equivault.ai) MCP — AI-powered equity research for Claude. 38 tools covering company fundamentals, financial statements… | 1 star | armory install equivault-equivault-mcp --cli claude | |
| 6 | 22.557 | finchatmcp · observability | Enables AI agents to manage personal finances through MCP tools for transaction management, spending analytics, and goal tracking. | 1 star | No one-command install · Source | |
| 7 | 22.557 | myfinance-mcpmcp · observability | Enables personal finance management through natural language: log expenses, snap receipt photos, and import bank statements. Computes budgets, trends… | 1 star | No one-command install · Source | |
| 8 | 22.557 | 2051project-cryptoweathermcp · observability | Integrates with CryptoWeather's Bitcoin price prediction API to provide current trading signals, performance metrics, recommendations, and methodology… | 1 star | No one-command install · Source | |
| 9 | 22.557 | bottrademcp · observability | BotTrade is a historical-market benchmark for autonomous trading agents, enabling backtesting and evaluation through MCP or Python with standardized… | 1 star | No one-command install · Source | |
| 10 | 22.557 | trader-journal-mcpmcp · observability | Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes… | 1 star | No one-command install · Source | |
| 11 | 22.557 | quickbooks-desktop-mcpmcp · observability | Provides safe, structured access to a local QuickBooks Desktop company file for reading and writing transactions, with automatic undo logging. | 1 star | No one-command install · Source | |
| 12 | 22.557 | orcalayer-mcpmcp · observability | Enables smart-money whale and market analytics for Polymarket, including leaderboards, wallet profiles, positions, market clusters, and alerts… | 1 star | No one-command install · Source | |
| 13 | 23.374 | eruditepay-blockchain-intelligencemcp · observability | Blockchain analytics tools covering token prices, whale tracking, DeFi, and wallets across multiple networks. | 1 fork | No one-command install · Source | |
| 14 | 23.374 | icici-mcpmcp · observability | Enables trading Indian stocks on ICICI Direct through natural conversation with any MCP-compatible AI assistant, featuring automated TOTP login and… | 1 fork | No one-command install · Source | |
| 15 | 23.374 | xrpl-utilities-mcpmcp · observability | Exposes 17 read-only tools from six XRPL-Utilities services so AI agents can access XRPL wallet analysis, signal feeds, macro telemetry, permissioned… | 1 fork | No one-command install · Source | |
| 16 | 29.013 | kukapay-dex-metricsmcp · observability | Integrates with Dune Analytics APIs to retrieve and format trading volume data across DEX platforms, blockchain networks, aggregators, frontends, and… | 1 star · 1 fork | No one-command install · Source | |
| 17 | 32.223 | sungongtai-stock-market-datamcp · observability | Provides real-time stock market data and company information for financial analysis, investment research, and market monitoring applications | 2 stars | No one-command install · Source | |
| 18 | 32.223 | doganaybalaban-wealthguardmcp · observability | Manage personal finances through natural language by connecting Claude to a Google Sheets spreadsheet for budget tracking, forecasting, and… | 2 stars | No one-command install · Source | |
| 19 | 32.223 | quant-research-assistantmcp · observability | A comprehensive quantitative finance MCP server providing live financial analysis, including price/risk metrics, HMM market regime detection… | 2 stars | No one-command install · Source | |
| 20 | 38.066 | miratcan-simsarmcp · observability | Provides real-time cryptocurrency market data, technical indicators, sentiment metrics, futures data, and economic calendar events for trading… | 2 stars · 1 fork | No one-command install · Source | |
| 21 | 38.066 | tradeparadex-paradexmcp · observability | Official integration with Paradex perpetual futures trading platform for market data, account management, order placement, vault operations, and… | 2 stars · 1 fork | No one-command install · Source | |
| 22 | 38.412 | shubhamprajapati7748-zerodha-trademcp · observability | Integrates with Zerodha's trading platform to enable real-time stock trading operations including profile viewing, portfolio monitoring, and order… | 3 stars | No one-command install · Source | |
| 23 | 38.412 | nstrayer-simple-commandsmcp · observability | Enables execution of predefined developer commands and management of long-running processes through JSON configuration with automatic daemon control… | 3 stars | No one-command install · Source | |
| 24 | 38.412 | signalfusemcp · observability | Fused crypto trading signals combining sentiment analysis, macro regime classification, and market structure metrics. | 3 stars | No one-command install · Source | |
| 25 | 40.816 | glassnodemcp · observability | Access institutional-grade on-chain cryptocurrency metrics and market data for Bitcoin, Ethereum, and DeFi. Compare multiple assets efficiently… | 2,357 installs | No commit datelisted | No one-command install · Source |
| 26 | 43.275 | dewanshparashar-arbitrummcp · observability | Provides natural language access to Arbitrum blockchain networks including core chains and Orbit chains, enabling batch posting monitoring, assertion… | 4 stars | No one-command install · Source | |
| 27 | 43.275 | airbyte-mcpmcp · observability | Enables interaction with an Airbyte instance through natural language, supporting workspaces, sources, destinations, connections, jobs, logs, tags… | 4 stars | No one-command install · Source | |
| 28 | 43.498 | kukapay-bridge-metricsmcp · observability | Integrates with DeFiLlama's bridge APIs to provide real-time cross-chain bridge metrics, transaction volumes, and liquidity flow analytics across… | 2 stars · 2 forks | No one-command install · Source | |
| 29 | 43.498 | bridge-metrics-mcpmcp · observability | Provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks. | 2 stars · 2 forks | No one-command install · Source | |
| 30 | 44.256 | digital-defiance-processmcp · observability | Enterprise-grade process management with resource monitoring and security boundaries | 3 stars · 1 fork | No one-command install · Source | |
| 31 | 46.654 | semantic-metrics-modeling-assistantmcp · observability | A production-ready MCP agent that helps data teams define, validate, and visualize semantic metrics with enterprise-grade persistence, trust scoring… | 5 stars | No one-command install · Source | |
| 32 | 46.654 | jkelleman-semantic-metrics-modeling-assistantmcp · observability | Helps data teams define, validate, and visualize business metrics with built-in trust scoring and observability features. | 5 stars | No one-command install · Source | |
| 33 | 47.273 | partymola-monzomcp · observability | Provides read-only access to Monzo banking data including accounts, transactions, and spending analytics. | 3 stars · 2 forks | No one-command install · Source | |
| 34 | 48.479 | atlasmcp · observability | YAML-defined semantic layer for analytics that lets AI agents query data sources with governed business logic. | 1 star · 3 forks | No one-command install · Source | |
| 35 | 48.479 | wyre-technology-auvikmcp · observability | Auvik network monitoring management via MCP — devices, alerts, statistics, and billing tools. | 1 star · 3 forks | No one-command install · Source | |
| 36 | 49.118 | crazyrabbitltc-brexmcp · observability | Provides secure access to Brex financial platform data, enabling account information retrieval, transaction analysis, and budget monitoring through… | 4 stars · 1 fork | No one-command install · Source | |
| 37 | 49.118 | behrensd-mcpwallmcp · observability | Transparent stdio proxy that blocks dangerous tool calls, scans for secret leakage, and logs all JSON-RPC messages using YAML-defined policies. | 4 stars · 1 fork | No one-command install · Source | |
| 38 | 52.135 | okxmcp · observability | Integrates with OKX cryptocurrency exchange to provide read-only access to account portfolios, trading positions, order history, and account summaries… | 4 stars · 2 forks | No one-command install · Source | |
| 39 | 52.498 | coinversaamcp · observability | Provides crypto trading intelligence with Hyperliquid wallet analytics, cohort analysis, and live market data. | 5 stars · 1 fork | No one-command install · Source | |
| 40 | 53.605 | amalgix-document-intelligencemcp · observability | Cross-model evidence pipeline for financial filing and contract intelligence. Two core paid workflows — analyze_public_filing (SEC 10-K/10-Q/20-F… | 3,322 installs | No commit datelisted | No one-command install · Source |
| 41 | 55.168 | woyaxnini-ozon-sellermcp · observability | Manage Ozon marketplace seller accounts including products, pricing, orders, analytics, and finance reports. | 6 stars · 1 fork | No one-command install · Source | |
| 42 | 55.168 | indigo-protocolmcp · observability | Exposes Indigo Protocol iAsset prices, CDP analytics, stability pool data, staking positions, governance, and DEX operations on the Cardano… | 6 stars · 1 fork | No one-command install · Source | |
| 43 | 57.364 | vtlk-tradingview-pinescript-backtestmcp · observability | Runs TradingView PineScript strategy backtests and returns performance metrics. | 5 stars · 3 forks | No one-command install · Source | |
| 44 | 58.185 | yyordanov-tradu-stock-scannermcp · observability | Real-time stock and cryptocurrency market data with technical analysis, options flow, and insider trading monitoring. | 6 stars · 2 forks | No one-command install · Source | |
| 45 | 61.362 | hubblevision-solanamcp · observability | Provides a bridge to Solana blockchain data through natural language queries, enabling analytics searches, chart generation, and image downloads for… | 6 stars · 4 forks | No one-command install · Source | |
| 46 | 62.111 | solana-defi-analytics-mcp-servermcp · observability | Provides comprehensive analytics and insights for Solana wallets and their DeFi activities, including transaction tracking, DeFi position monitoring… | 7 stars · 3 forks | No one-command install · Source | |
| 47 | 63.155 | antseer-openweb3datamcp · observability | Web3 data platform providing 100+ real-time on-chain analytics tools for DeFi, CeFi, TradFi, and crypto market intelligence. | 11 stars · 1 fork | No one-command install · Source | |
| 48 | 67.900 | longbridgemcp · observability | Official Longbridge brokerage MCP for US and HK market data, trading, and portfolio analytics. | 13 stars · 2 forks | No one-command install · Source | |
| 49 | 67.906 | kukapay-binance-alphamcp · observability | Tracks Binance Alpha trades in real-time by monitoring on-chain DEX router events and provides trading volume analysis and statistics to optimize… | 9 stars · 5 forks | No one-command install · Source | |
| 50 | 68.921 | sv-paradexmcp · observability | Integrates with the Paradex perpetual futures trading platform, enabling market data retrieval, account management, order placement, and position… | 9 stars · 6 forks | No one-command install · Source | |
| 51 | 69.392 | duolaamengweb3-solana-alpha-trackermcp · observability | Monitor Solana blockchain trading activity from key opinion leaders and custom watchlists, with entry scoring, cluster detection, and real-time… | 5 stars · 7 forks | No one-command install · Source | |
| 52 | 71.025 | seitrace-insightsmcp · observability | Integrates with Sei blockchain networks to provide token analytics, balance tracking, transaction history, and holder data across ERC-20, ERC-721… | 8 stars · 7 forks | No one-command install · Source | |
| 53 | 71.774 | kukapay-pancakeswap-poolspymcp · observability | Tracks newly created PancakeSwap liquidity pools in real-time, providing detailed metrics like token pairs, transaction counts, volume, and TVL for… | 10 stars · 7 forks | No one-command install · Source | |
| 54 | 73.761 | kukapay-uniswap-poolspymcp · observability | Tracks newly created Uniswap V3 liquidity pools across nine blockchain networks, providing detailed metrics like transaction count, volume, and TVL… | 10 stars · 8 forks | No one-command install · Source | |
| 55 | 76.275 | hive-intel-hive-crypto-mcpmcp · observability | Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics | 18 stars · 6 forks | No one-command install · Source | |
| 56 | 77.862 | hive-intel-ruby-rbenvmcp · observability | Unified access to crypto, DeFi, and Web3 analytics | 20 stars · 7 forks | No one-command install · Source | |
| 57 | 77.961 | thedtvn-mbbankmcp · observability | Provides read-only access to MBBank accounts for retrieving balances, transaction histories, savings account details, and current date information to… | 7 stars · 12 forks | No one-command install · Source | |
| 58 | 78.819 | kukapay-thegraphmcp · observability | Enables access to indexed blockchain data through The Graph's decentralized network for analyzing token trading volumes, monitoring liquidity pools… | 9 stars · 12 forks | No one-command install · Source | |
| 59 | 79.727 | ko-financial-datamcp · observability | Real SEC, 13F, insider, congress & macro data your AI agent can cite. 24 tools — institutional 13F holdings (85M+ rows), insider & congress trades… | 40,620 installs | No commit datelisted | No one-command install · Source |
| 60 | 81.312 | mottibec-otelcolmcp · observability | Provides a configuration interface for OpenTelemetry Collectors, enabling dynamic management of telemetry components with complete schema definitions… | 52 stars · 3 forks | No one-command install · Source | |
| 61 | 84.902 | arian-gogani-nobulexmcp · observability | Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get… | 40 stars · 11 forks | No one-command install · Source | |
| 62 | 86.577 | polymarketmcp · observability | Integrates with Polymarket to provide real-time prediction market data, price tracking, and trading analytics across active betting markets with… | 48 stars · 13 forks | No one-command install · Source | |
| 63 | 87.784 | kukapay-crypto-sentiment-santimentmcp · observability | Delivers cryptocurrency sentiment analysis by leveraging Santiment's social media and news data, enabling traders to retrieve sentiment metrics… | 47 stars · 21 forks | No one-command install · Source | |
| 64 | 87.847 | analyticace-binancemcp · observability | Integrates with Binance cryptocurrency exchange to provide real-time market data, account management, trading operations, and transaction history… | 49 stars · 21 forks | No one-command install · Source | |
| 65 | 88.252 | kukapay-whale-trackermcp · observability | Monitors real-time cryptocurrency whale transactions across blockchains, providing detailed transaction information and configurable filtering for… | 56 stars · 18 forks | No one-command install · Source | |
| 66 | 90.543 | dragon1086-kospi-kosdaq-stockmcp · observability | Integrates with pykrx to provide real-time access to KOSPI and KOSDAQ stock market data, offering tools for retrieving ticker symbols, OHLCV data… | 71 stars · 29 forks | No one-command install · Source | |
| 67 | 90.942 | bankless-onchainmcp · observability | Integrates with blockchain networks to enable smart contract interaction, transaction history access, and on-chain data exploration through… | 80 stars · 27 forks | No one-command install · Source | |
| 68 | 91.615 | 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 | |
| 69 | 93.247 | langsmithmcp · observability | Access LangSmith observability data including traces, prompts, datasets, experiments, and billing usage. | 131 stars · 38 forks | No one-command install · Source | |
| 70 | 93.639 | 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 | |
| 71 | 97.959 | 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 | |
| 72 | Unranked | pipeworx-defillamamcp · observability | DeFi analytics data via the DefiLlama API — TVL, protocol stats, and chain metrics. | No signals yet | No one-command install · Source | |
| 73 | Unranked | csoai-org-blockchain-ai-mcpmcp · observability | AI-powered tools for blockchain data analysis and on-chain analytics. | No signals yet | No one-command install · Source | |
| 74 | Unranked | ko-iomcp · observability | Wall Street data feed for AI agents, providing access to 100M+ source-traced SEC records, institutional holdings, insider trades, congress trading… | No signals yet | No one-command install · Source | |
| 75 | Unranked | telco-mcpmcp · observability | Enables governed, deterministic retention analytics over a checksum-pinned Telco customer churn snapshot, letting users ask business questions in… | No signals yet | No one-command install · Source | |
| 76 | Unranked | thefreechart-mcpmcp · observability | Enables AI assistants to connect to a trading journal, analyze performance metrics, identify psychological biases, and receive continuous trading… | No signals yet | No one-command install · Source | |
| 77 | Unranked | credit-risk-mcpmcp · observability | Enables users to query financial data and compute credit-risk metrics like Altman Z-Score and loan default probability through natural language. | No signals yet | No one-command install · Source | |
| 78 | Unranked | mcp-finance-agentmcp · observability | Provides yfinance-based quant tools for stock price lookups, fundamentals, metric comparisons, price history statistics, and earnings dates, enabling… | No signals yet | No one-command install · Source | |
| 79 | Unranked | filingrail-mcpmcp · observability | Give your AI agent live SEC EDGAR data: company financials, insider trades, 8-K events, 13F holdings, and the raw filings stream — all normalized to… | No signals yet | No one-command install · Source | |
| 80 | Unranked | basesentinelmcp · observability | AI DeFi risk monitor for Base L2 that exposes MCP tools for real-time protocol health checks, anomaly detection, risk reporting, and threshold alerts. | No signals yet | No one-command install · Source | |
| 81 | Unranked | quantanalyticsmcpmcp · observability | Provides quantitative analytics and statistical inference for financial data, including Monte Carlo DCF valuation, risk metrics, and trend regression… | No signals yet | No one-command install · Source | |
| 82 | Unranked | marketpulse-mcpmcp · observability | 95 free financial intelligence tools for AI agents covering Indian and global markets, options analytics, AI-driven stock debates, portfolio analysis… | No signals yet | No one-command install · Source | |
| 83 | Unranked | defi-security-sentinelmcp · observability | An autonomous AI agent that monitors Base chain DeFi protocols for security anomalies and alerts via MCP tools. | No signals yet | No one-command install · Source | |
| 84 | Unranked | ol-ops-mcpmcp · observability | Enables secure SSH-based operations on Oracle Linux 8+ hosts through a curated, YAML-defined capability catalog, with typed parameters, two-phase… | No signals yet | No one-command install · Source | |
| 85 | Unranked | quant-watchtowermcp · observability | A read-only MCP operations console for monitoring an algorithmic trading fleet, providing heartbeat, reconciliation, alert, and audit data through six… | No signals yet | No one-command install · Source | |
| 86 | Unranked | br0ski777-liquidation-oraclemcp · observability | Monitors DeFi protocol liquidation risk levels for specific assets across multiple protocols, powered by DeFiLlama data. | No signals yet | No one-command install · Source | |
| 87 | Unranked | syenitemcp · observability | DeFi interface for AI agents with swap routing, cross-chain bridges, yield intelligence, and lending rate monitoring across 30+ chains. | No signals yet | No one-command install · Source | |
| 88 | Unranked | timesheet-mcpmcp · observability | A local, UI-less timesheet application served via MCP, letting AI assistants log hours, correct entries, generate monthly reports, and compute… | No signals yet | No one-command install · Source | |
| 89 | Unranked | nodeflare-mcpmcp · observability | Blockchain JSON-RPC on 23 EVM chains for AI agents — Ethereum, Base, Arbitrum, plus young chains like Robinhood Chain, Plasma and Ink. Free reads with… | No signals yet | No one-command install · Source | |
| 90 | Unranked | wallet-analytics-mcpmcp · observability | Fetches and parses on-chain swap transactions from blockchain wallets for LLM-based analysis, supporting Solana with DEX detection and token… | No signals yet | No one-command install · Source | |
| 91 | Unranked | trading-platform-mcp-servermcp · observability | Enables Claude to monitor and execute Binance trading strategies through a bounded MCP tool interface, with risk controls and audit logging. | No signals yet | No one-command install · Source | |
| 92 | Unranked | agentmoneyOurscli · observability | Use to track and cap what an agent run costs: meter token/compute spend, set budgets, and surface cost as a first-class signal so an autonomous agent… | No signals yet | No one-command install · Source | |
| 93 | Unranked | nexus-financemcp · observability | AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Basel III), regulatory compliance (EMIR, REMIT, MiFID II, CBAM, EUDR) and… | No signals yet | No one-command install · Source | |
| 94 | Unranked | davoxi-mcp-servermcp · observability | Enables AI assistants to manage Davoxi voice agent platform resources such as businesses, agents, call logs, webhooks, analytics, and billing through… | No signals yet | No one-command install · Source | |
| 95 | Unranked | growi-defi-growi-financemcp · observability | Programmatic interaction with the GrowiHFVault smart contract on Arbitrum for deposits, withdrawals, and vault monitoring. | No signals yet | No one-command install · Source | |
| 96 | Unranked | shemshallah-qtclmcp · observability | Agent-native post-quantum blockchain with 11 tools for send, balance, and quantum oracle metrics. | No signals yet | No one-command install · Source | |
| 97 | Unranked | mayanktalwar0-startup-finance-metricsmcp · observability | Analyze startup financial health and generate metrics reports from local financial data. | No signals yet | No one-command install · Source | |
| 98 | Unranked | srotzin-hive-tax-observermcp · observability | Classifies on-chain cryptocurrency transactions into sale, swap, income, or transfer categories for tax observability. | No signals yet | No one-command install · Source | |
| 99 | Unranked | spark-tradermcp · observability | Bridges Spark ASX trading platform with Claude Desktop via MCP, enabling natural language queries for live quotes, positions, P&L, and market… | No signals yet | No one-command install · Source | |
| 100 | Unranked | agentshield-mcpmcp · observability | Real-time smart contract security for autonomous AI agents, offering tools for contract verification, wallet monitoring, drain detection, threat… | No signals yet | 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.