Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 901 | 49.325 | tradestation-mcpmcp · back-end | MCP server for TradeStation API enabling market data, brokerage, and order execution through natural language. | 6 stars | No one-command install · Source | |
| 901 | 49.325 | medical-billing-mcpmcp · payments | Enables AI assistants to look up medical billing codes, denial reasons, and payer rules for faster claim resolution. | 6 stars | No one-command install · Source | |
| 901 | 49.325 | financemcp-alphamcp · other | Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market data from Tushare. | 6 stars | No one-command install · Source | |
| 904 | 49.118 | cahthuranag-mcp-servermcp · back-end | AllRatesToday currency exchange rates: real-time mid-market rates for 160+ currencies (Reuters/Refinitiv), historical data (1d/7d/30d/1y), currency… | 4 stars · 1 fork | armory install cahthuranag-mcp-server --cli claude | |
| 904 | 49.118 | gh-gabrielmahia-mpesa-africastalkingmcp · back-end | East African fintech APIs for M-Pesa payments and Africa's Talking SMS/airtime. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | verantis-mcpmcp · payments | Enables agents to search a verified directory of machine-payable services, inspect service and wallet reputation, and get pre-payment checks before… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | filevine-mcpmcp · ai-agents | MCP server for Filevine that enables natural language interaction with legal case management, including projects, contacts, tasks, documents, billing… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | boostu-teamleader-mcpmcp · ai-agents | Open-source MCP server for Teamleader Focus CRM. Use Teamleader inside Claude and other AI assistants: contacts, deals, quotations, invoices, projects… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | r3e-network-neo-n3mcp · devops | Integrates with the Neo N3 blockchain to enable wallet management, asset transfers, and smart contract interactions without requiring direct… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | sh-patterson-fec-mcp-servermcp · back-end | Query FEC campaign finance data — search candidates, track donations, analyze spending, and monitor Super PAC activity via the OpenFEC API. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | gh-stultusmundi-chainvaultmcp · ai-agents | Secure gateway between AI agents and EVM blockchains with vault-based key management and rule-enforced access control. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 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 | |
| 904 | 49.118 | web3authmcp · ai-agents | Help AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | travala-travel-mcpmcp · payments | Travala Travel MCP is the first end-to-end agentic AI travel protocol. It lets AI/ MCP clients search live hotel inventory on 2.2M+ properties… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | moshe-ship-waslmcp · other | Arabic-language Islamic tools, linguistic utilities, and financial calculators for AI assistants. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | nach-dakwale-instadomainmcp · payments | Domain registration and DNS management for AI agents via Stripe and crypto payments. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | piotrlinski-saldeosmartmcp · payments | Integrates AI assistants with SaldeoSMART Polish accounting software via 43 typed tools for document and invoice management. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | indigoprotocol-cardanomcp · search | Provides Cardano blockchain wallet operations including transaction submission, address management, UTxO retrieval, token balances, ADAHandle… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | p-meier-northdatamcp · back-end | German company, owner, and financial data via the NorthData API, with a built-in credit guard to prevent overspending. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | gpartin-waveguardclientmcp · other | Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | plagness-bcs-brokermcp · other | Integrates with BCS Broker to provide real-time market data streaming, portfolio management, algorithmic trading with 20+ technical indicators, risk… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | gh-rplryan-x402-discoverymcp · payments | Service discovery for the x402 micropayment ecosystem with trust scoring and health checks. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | groww-mcp-servermcp · ai-agents | An MCP server for the Groww trading platform. This enables LLM applications to interact with your Groww trading account. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | nimiq-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 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 | |
| 904 | 49.118 | linera-counter-mcp-servermcp · ai-agents | Enables Claude to increment and query a counter deployed on the Linera blockchain via natural language, using an Apollo MCP server bridge. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | boilerplate-paid-mcp-servermcp · back-end | A boilerplate MCP server demonstrating paid tools via Lightning micropayments, including weather data and food ordering. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | personal-finance-trackermcp · database | A lightweight MCP server for tracking personal expenses, income, and budget summaries using SQLite. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | base-network-mcp-servermcp · back-end | Enables querying Base Network blockchain data including blocks, transactions, balances, and smart contracts on mainnet and testnet. | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | the-notebook-mcpmcp · back-end | Enables AI agents to directly manipulate Jupyter Notebook cells and structure through a secure, well-defined API, overcoming Cursor's AI agent mode… | 4 stars · 1 fork | No one-command install · Source | |
| 904 | 49.118 | xiawpohr-metamask-blockchain-toolkitmcp · devops | Integrates with blockchain technologies like MetaMask, ERC20 tokens, and smart contracts, enabling wallet connections, contract deployment… | 4 stars · 1 fork | No one-command install · Source | |
| 932 | 48.707 | mainstreetmcp · back-end | Onchain AI-agent reputation oracle on Base. Get a 0-100 score + SAFE/CAUTION/BLOCK verdict for any Base wallet, agent, token deployer, or x402… | 2,881 installs | No commit datelisted | No one-command install · Source |
| 933 | 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 | |
| 933 | 48.479 | decidefyi-decidemcp · payments | Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 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 | |
| 933 | 48.479 | composer-kit-mcp-servermcp · front-end | This MCP server provides access to Composer Kit React component documentation, examples, and Celo Composer templates for building web3 applications on… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | x402-micropayments-mcpmcp · payments | Enables AI agents to discover, pay for, and sell HTTP APIs using the x402 micropayment protocol, with USDC settlement on Base mainnet. Includes tools… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | not-for-humans-mcpmcp · ai-agents | Enables AI agents to inspect the public NFH protocol corpus, verify census status, and prepare bounded Ethereum wallet intents for claims and… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | core-marlomcp · front-end | Provides integration with Marlo platform services for finance and operations platform designed for maritime and shipping companies. | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | gh-bolivian-peru-baozimcp · other | Interact with Solana prediction markets on Baozi.bet — 68 trading and market tools. | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | wave-mcpmcp · back-end | Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing, customer management, products, transactions, bills, estimates, taxes… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | japan-corporate-mcpmcp · back-endalso listed as yamariki-hub-japan-corporate-mcp | MCP server for searching Japanese corporate data including companies, financials, patents, subsidies, and government statistics via official… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | agntor-mcpmcp · back-end | MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | dex-pools-mcpmcp · ai-agentsalso listed as kukapay-dex-pools-mcp | An MCP server that provides AI agents with real-time access to DEX liquidity pool data, enabling smarter trading, analytics, and automated strategies. | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | mcpay-buildmcp · payments | Enables no-code creation, preview, deployment, and monetization of MCP servers via x402 micropayments, including a virtual file system, sandbox… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | tron-mcp-servermcp · back-end | MCP server for TRON blockchain integration, enabling AI assistants to check balances, manage transactions, interact with smart contracts, and access… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | adamikhq-adamikmcp · back-end | Integrates with the Adamik API to enable blockchain operations and custom AI functionalities via Starknet, supporting secure API key management and… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | alby-lightning-toolsmcp · payments | Integrates with the Bitcoin Lightning Network to enable cryptocurrency payment capabilities and lightning address interactions for conversational… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | j-quants-free-mcp-servermcp · back-end | Enables access to Japanese stock market data via the free J-Quants API, providing tools for company search, daily quotes, and financial statements. | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | tlazypanda-aptosmcp · front-end | Integrates with the Aptos blockchain ecosystem to enable smart contract development, testing, and deployment through natural language interactions for… | 1 star · 3 forks | No one-command install · Source | |
| 933 | 48.479 | akc2267-solanamcp · devops | Integrates with Solana blockchain using Web3.js, enabling automated transactions, smart contract deployments, and blockchain analytics. | 1 star · 3 forks | No one-command install · Source | |
| 954 | 48.435 | redstone-mcpmcp · back-end | Real-time and historical cryptocurrency price data from RedStone oracle infrastructure. 1,300+ assets, 110+ chains, no API key required. Powered by… | 2,880 installs | No commit datelisted | No one-command install · Source |
| 955 | 48.150 | agentic-terminalmcp · payments | Verified merchant directory for agentic payments over Lightning, L402, BOLT12, and USDT — search, verify, and pay. | 4 forks | No one-command install · Source | |
| 955 | 48.150 | at-directory-mcp-servermcp · back-end | Enables agents to discover OP-verified merchants accepting Bitcoin Lightning, BOLT12, L402, or USDT payments, with tools for search, merchant details… | 4 forks | No one-command install · Source | |
| 955 | 48.150 | musashi-mcpmcp · ai-agents | Exposes Musashi market intelligence as MCP tools for clients like Claude and ChatGPT, enabling text analysis, arbitrage detection, market movers… | 4 forks | No one-command install · Source | |
| 955 | 48.150 | bitbank-mcp-servermcp · back-end | MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, order book, and transaction data retrieval. | 4 forks | No one-command install · Source | |
| 959 | 47.273 | scvd-general-store-mcpmcp · ai-agents | MCP server for Sean-Claude Van Damme's General Store, enabling AI agents to browse and purchase digital goods and services using USDC payments over… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 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 | |
| 959 | 47.273 | mycase-mcp-servermcp · back-endalso listed as oktopeak-mycase | Connects Claude to MyCase legal practice management, enabling natural language queries for cases, contacts, calendar, billing, and more. | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | azeth-protocol-mcp-servermcp · payments | Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | trading-signals-mcp-servermcp · back-end | Provides real-time cryptocurrency trading signals and technical analysis via Binance, supporting multiple timeframes and indicators. | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | akki91-ankrmcp · back-end | Provides blockchain data access through the Ankr API, enabling wallet balance queries across multiple networks with detailed token metadata and dollar… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | schenkty-keeta-networkmcp · payments | Native access to the Keeta Layer 1 blockchain for payments, asset transfers, and cross-chain interoperability. | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | paulofroes-kiwifymcp · back-end | Wraps the Kiwify public API for managing digital product sales, affiliate programs, financial operations, and event tracking on the Brazilian… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | ovhcloud-mcp-servermcp · back-end | Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compatible client. 27 tools + full API discovery across 500+ OVH endpoints. | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | kukapay-crypto-stocksmcp · other | Tracks real-time market data for major crypto-related stocks like Coinbase and MicroStrategy using yfinance, providing tools to list crypto-adjacent… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | okx-dexmcp · other | Integrates with OKX's decentralized exchange and cross-chain bridge to enable token swapping, liquidity management, price quotes, and cross-chain… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | hedera-blockchainmcp · other | Provides a lightweight blockchain interaction toolkit for Hedera network operations, enabling developers to create wallets, check balances, build… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | edgardamasceno-ldocemcp · other | Provides a bridge to the Longman Dictionary of Contemporary English for looking up word definitions, examples, and linguistic information without… | 3 stars · 2 forks | No one-command install · Source | |
| 959 | 47.273 | fakepixels-base-blockchainmcp · other | Provides a bridge to the Base blockchain network for wallet management, balance checking, and transaction execution through natural language commands… | 3 stars · 2 forks | No one-command install · Source | |
| 974 | 46.654 | guardvibemcp · database | Security scanner for AI-generated code with 330+ rules covering Next.js, Supabase, Stripe, Prisma, and the full vibe-coding stack. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | prereasonmcp · other | Delivers pre-reasoned financial market briefings with trend signals, regime classification, and cross-asset correlations. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | three-ws-metaplex-agent-mcpmcp · back-end | Deploys AI agents on-chain into the Metaplex Agent Registry on Solana, minting Core assets with EIP-8004 identity. Supports self-custodial signing via… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | babyblueviper1-invinoveritasmcp · ai-agentsalso listed as invinoveritas | Lightning-native AI reasoning, decisions, persistent memory, and agent marketplace for autonomous agents. Pay-per-use via Bitcoin Lightning. Register… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | pr-cis-mcpmcp · back-end | Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | xpensermcp · payments | xpenser.cleverbrush.com is a ln open-source, self-hostable personal expense and income tracking app supporting different currencies, categories… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | invoicexmlmcp · payments | InvoiceXML brings e-invoice compliance to your AI agent. Create, validate, convert, render, and extract structured invoices across UBL (Peppol BIS… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | beforeship-mcp-servermcp · back-end | Provides pre-deploy AI-assisted security and readiness checks for AI-built apps, including scanning for secrets, auth gaps, and payment safety. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | jmerelnyc-paygate-402mcp · payments | Wraps existing APIs and MCP servers to add payment monetization using HTTP 402, supporting Stripe, PayPal, and Lightning Network. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | yli769227-jpg-ashare-mcpmcp · back-end | MCP server for Chinese A-share financial statements: pull annual reports, run 4 industry-aware accounting cross-checks, peer-compare with auto… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | claynsn-agent-discovery-mcpmcp · ai-agents | Minimal MCP server (~250 lines TS) for ERC-8004 agent discovery + x402 payment. Three tools: `find_agents_by_skill` (via 8004scan public API)… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | lolzteam-mcpmcp · back-end | MCP server providing access to Lolzteam Market and Forum APIs with 271 tools for account trading, forum interactions, and more. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | abhinavg6-suimcp · back-end | Queries the Sui blockchain via 29 tools spanning gRPC fullnode, GraphQL RPC, and archival endpoints with LLM-friendly responses. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | jmerelnyc-openapi-to-mcpmcp · back-end | Converts OpenAPI V3 specifications into MCP server implementations, dynamically generating tools from API endpoint definitions in JSON or YAML format. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | fortytwo-primemcp · payments | Collective AI inference via swarm of frontier models with x402 micropayments. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | graftmcp · back-end | Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoints from a single server definition, with automatic OpenAPI, discovery… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | silverstripe-mcpmcp · other | Validates AI-generated PHP code against Silverstripe 6 patterns, catching migration issues from SS5 to SS6. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | jkelleman-semantic-metrics-modeling-assistantmcp · observabilityalso listed as semantic-metrics-modeling-assistant | Helps data teams define, validate, and visualize business metrics with built-in trust scoring and observability features. | 5 stars | No one-command install · Source | |
| 974 | 46.654 | itsomsarraf-pyth-networkmcp · search | Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, offering tools for searching… | 5 stars | No one-command install · Source | |
| 974 | 46.654 | neerajadhav-stock-market-yfinancemcp · other | Integrates with yfinance to provide real-time stock quotes, historical price data, market indices tracking, technical analysis tools, and portfolio… | 5 stars | No one-command install · Source | |
| 996 | 46.530 | standard-accounting-public-mcpmcp · back-end | Public MCP server for UK company filing guidance, products, deadlines, and knowledge-centre content | 2,793 installs | No commit datelisted | No one-command install · Source |
| 997 | 46.349 | sec-edgar-mcpmcp · search | Access SEC EDGAR financial data through your AI assistant. Search public companies, pull income statements, balance sheets, and cash flows, browse… | 1,568 installs | No commit datelisted | No one-command install · Source |
| 998 | 45.079 | seah-boon-keong-chat-with-bnm-api-datasetsmcp · back-end | MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data… | 1,323 installs | No commit datelisted | No one-command install · Source |
| 999 | 44.898 | starknet-mcp-servermcp · back-end | A comprehensive Model Context Protocol (MCP) server for the Starknet blockchain. This server provides AI agents with the ability to interact with… | 2,665 installs | No commit datelisted | No one-command install · Source |
| 1000 | 44.353 | drop-beaconmcp · back-end | MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC products across 1,000+ brands. Track new drops, compare prices across… | 2,589 installs | No 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.