Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2801 | Unranked | jambonz-mcp-schema-servermcp · front-end | This server exposes jambonz verb schemas and developer documentation as MCP tools, enabling AI agents to query verb definitions, component types… | No signals yet | No one-command install · Source | |
| 2802 | Unranked | serpshieldmcp · search | Enables AI agents to scan real-time search data for brand threats, security vulnerabilities, and DeFi risks via MCP-compatible tools. | No signals yet | No one-command install · Source | |
| 2803 | Unranked | wardenpoint-mcp-servermcp · back-end | Enables agents to configure WardenPoint accounts—recipients, contacts, groups, notification rules, escalation policies, on-call schedules… | No signals yet | No one-command install · Source | |
| 2804 | Unranked | cloudlensmcp · payments | Enables analyzing AWS cloud costs from billing data, identifying waste, and providing mergeable fixes, with findings reconciled to actual invoices and… | No signals yet | No one-command install · Source | |
| 2805 | Unranked | ai-trader-stationmcp · back-end | MCP server exposing Bill Williams trading signal analysis, market data, and order execution capabilities from MetaTrader 5, enabling AI assistants to… | No signals yet | No one-command install · Source | |
| 2806 | Unranked | package-risk-mcp-connectormcp · payments | Provides MCP tools to check a package's maintenance status, licence, and security advisories before you depend on it, with per-call payment in USDC on… | No signals yet | No one-command install · Source | |
| 2807 | Unranked | financial-context-enginemcp · ai-agents | An MCP server that exposes personal financial data — transaction ledger, portfolio holdings, live/historical market prices, and quantitative risk… | No signals yet | No one-command install · Source | |
| 2808 | Unranked | mcp-agent-cost-optimizermcp · ai-agents | Enables precise financial analysis of AI agent costs, including token pricing, multi-step run estimates, model comparison, and ROI versus human labor… | No signals yet | No one-command install · Source | |
| 2809 | Unranked | loop-developer-agentmcp · devops | MCP server for LOOP financial infrastructure, enabling AI agents to inspect projects, generate payment integration code, and execute sandbox-validated… | No signals yet | No one-command install · Source | |
| 2810 | Unranked | mcwmcp · ai-agents | Multi-chain wallet MCP server that enables AI agents to manage Bitcoin, Ethereum, Solana, and Tron wallets via tools for addresses, balances… | No signals yet | No one-command install · Source | |
| 2811 | Unranked | paygate-mcpmcp · payments | Monetization gateway for MCP servers, enabling pay-per-call AI agent access with x402 payment challenges and USDC settlement on Base. Developers can… | No signals yet | No one-command install · Source | |
| 2812 | Unranked | second-eyes-mcpmcp · back-end | A thin stdio client that proxies to the Second Eyes API, enabling wallet-equipped agents to pay via x402 and receive deterministic verdicts. | No signals yet | No one-command install · Source | |
| 2813 | Unranked | odoo-ai-telegram-mcpmcp · auth | Exposes 104 Odoo tools across CRM, Sales, Inventory, Accounting, and Helpdesk, enabling natural-language control of an Odoo instance via a Telegram… | No signals yet | No one-command install · Source | |
| 2814 | Unranked | kitchen-mcp-servermcp · back-end | A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API to AI clients, enabling natural language interaction with tasks… | No signals yet | No one-command install · Source | |
| 2815 | Unranked | mm-ibkr-mcpmcp · database | MCP server for Interactive Brokers that enables account monitoring, order preview, trade execution, and basket trading with human-in-the-loop approval… | No signals yet | No one-command install · Source | |
| 2816 | Unranked | singularity-mcp-servermcp · ai-agents | Connects Claude AI to TradingView Desktop for multi-angle market analysis using 10 specialized agents, delivering verdicts, confidence scores, and… | No signals yet | No one-command install · Source | |
| 2817 | Unranked | finops-ai-copilot-mcp-servermcp · back-end | A secure, read-only MCP server that enables AI assistants to inspect transactions, vendor performance, wallet balances, and analytics through… | No signals yet | No one-command install · Source | |
| 2818 | Unranked | eu-compliance-tools-mcp-servermcp · back-end | MCP server providing EU compliance APIs for VAT validation, sanctions screening, counterparty checks, and invoice extraction. Enables AI agents to… | No signals yet | No one-command install · Source | |
| 2819 | Unranked | nanoodle-mcpmcp · ai-agents | MCP server that exposes saved nanoodle graphs as callable tools for AI agents, enabling them to run multi-model media pipelines. Supports stdio and… | No signals yet | No one-command install · Source | |
| 2820 | Unranked | stableperp-mcpmcp · ai-agents | MCP server for Stableperp options markets on Solana. Enables AI agents to fetch market liquidity, wallet portfolios, and generate secure trade links… | No signals yet | No one-command install · Source | |
| 2821 | Unranked | casperagentkitmcp · ai-agents | Enables AI agents to interact with the Casper blockchain through MCP tools for reading node state, inspecting blocks, querying global state, and… | No signals yet | No one-command install · Source | |
| 2822 | Unranked | ambrook-mcp-guardrailmcp · ai-agents | Deterministic pre-flight ledger validator that treats AI agent proposed financial writes as untrusted input, validating them against ledger invariants… | No signals yet | No one-command install · Source | |
| 2823 | Unranked | k-data-mcpmcp · back-end | MCP server for Korean market data with metered USDC payments, providing kimchi premium, translated headlines, Upbit KRW markets, and USD/KRW rates. | No signals yet | No one-command install · Source | |
| 2824 | Unranked | mcp-fcmcp · ai-agents | MCP server exposing the financecentre MongoDB (stocks, prices, SEC financials, insider trades, 13F funds, congressional trades, macro series, news) to… | No signals yet | No one-command install · Source | |
| 2825 | Unranked | akahu-mcpmcp · back-end | An MCP server exposing the Akahu banking API as tools to list accounts, get balances, and fetch transactions. | No signals yet | No one-command install · Source | |
| 2826 | Unranked | compcode-mcpmcp · ai-agents | Official CompCode MCP server that treats commission plans as code, exposing tools to author plans, assign reps, set quotas, simulate commissions… | No signals yet | No one-command install · Source | |
| 2827 | Unranked | shardnestmcp · ai-agents | MCP server for self-custodial wallet infrastructure, enabling secure key generation, Shamir secret sharing, signing, and recovery without exposing… | No signals yet | No one-command install · Source | |
| 2828 | Unranked | ig-integration-mcpmcp · back-end | MCP server for IG's REST Trading API and Lightstreamer streaming API. Provides tools for accounts, markets, positions, orders, watchlists, sentiment… | No signals yet | No one-command install · Source | |
| 2829 | 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 | |
| 2830 | 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 | |
| 2831 | Unranked | x402-mcp-demomcp · payments | A minimal demo of the x402 payment protocol protecting an MCP tool endpoint, showing how to charge for MCP tools using real 402 rejections and testnet… | No signals yet | No one-command install · Source | |
| 2832 | Unranked | questmcpmcp · auth | Enables AI agents to post real-world tasks, match them to people, and release payments through a delegation-based authorization system that enforces… | No signals yet | No one-command install · Source | |
| 2833 | 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 | |
| 2834 | Unranked | catapa-mcpmcp · back-end | MCP server exposing CATAPA's HR & payroll APIs as tools, with auto-generated public API tools and generic private API tools, plus OAuth support and… | No signals yet | No one-command install · Source | |
| 2835 | Unranked | user-mcp-servermcp · back-end | Streamable HTTP MCP server that exposes user and billing management tools, resources, and prompts through a REST API, enabling natural language… | No signals yet | No one-command install · Source | |
| 2836 | Unranked | hailab-japan-company-datamcp · ai-agents | MCP server to search Japanese companies by corporate number or name and retrieve financial, subsidy, and procurement information from gBizINFO public… | No signals yet | No one-command install · Source | |
| 2837 | Unranked | tegro-money-mcp-servermcp · payments | Enables AI assistants to create payment links, invoices, and read order/balance status for Tegro.money payment shops, with safe read-and-collect-only… | No signals yet | No one-command install · Source | |
| 2838 | Unranked | tegro-finance-dex-mcp-servermcp · back-end | Read-only MCP server for Tegro Finance DEX on TON blockchain, enabling AI assistants to query pools, token prices, swap quotes, and liquid-staking… | No signals yet | No one-command install · Source | |
| 2839 | Unranked | aws-ftr-eval-mcpmcp · devops | Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning… | No signals yet | No one-command install · Source | |
| 2840 | Unranked | d365-bc-mcpmcp · back-end | Read-only MCP server for Dynamics 365 Business Central, enabling AI clients to query live ERP data like customers, items, orders, and invoices via… | No signals yet | No one-command install · Source | |
| 2841 | Unranked | unofficial-uwm-mortgage-readermcp · back-end | A read-only MCP server for mortgage tracking that connects to UWM's portal via a browser adapter, providing summary, payment history, escrow… | No signals yet | No one-command install · Source | |
| 2842 | Unranked | imag8-studio-style-locking-ai-image-generation-for-agentsmcp · ai-agents | Define one master style once (lighting, mood, composition, colour) and generate unlimited matching images with different subjects. Hosted remote MCP… | No signals yet | No one-command install · Source | |
| 2843 | Unranked | dingdawg-agent-spend-policy-mcpmcp · auth | Deterministically evaluates whether a proposed agent spend action matches a supplied policy, returning ELIGIBLE, DENY, or STEP_UP with stable reason… | No signals yet | No one-command install · Source | |
| 2844 | Unranked | agentfeed-algomcp · back-end | MCP server for the agentfeed-algo x402 API, enabling paid per-call access to cross-venue liquidation data on Algorand. Provides tools to query… | No signals yet | No one-command install · Source | |
| 2845 | Unranked | payvoice-collections-mcp-servermcp · back-end | Exposes a save_collection tool to store collection data in Supabase, enabling payment commitment and callback tracking. | No signals yet | No one-command install · Source | |
| 2846 | Unranked | tab-tab-mcpmcp · back-end | MCP server that adds billing and settlement to any MCP server, enabling paid tool calls with configurable pricing, spending limits, and automatic… | No signals yet | No one-command install · Source | |
| 2847 | 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 | |
| 2848 | Unranked | launchopsmcp · devops | An MCP server that lets AI coding agents autonomously purchase and provision real infrastructure (databases, deployments, domains) with secure… | No signals yet | No one-command install · Source | |
| 2849 | Unranked | pse-edge-mcpmcp · other | Provides unofficial access to Philippine Stock Exchange data including quotes, price history, disclosures, financial reports, and market data via MCP. | No signals yet | No one-command install · Source | |
| 2850 | Unranked | taskmarket-mcpmcp · ai-agents | MCP server that lets AI agents browse, create, and submit tasks on Taskmarket, and check wallet balances, using the official CLI for secure key… | No signals yet | No one-command install · Source | |
| 2851 | Unranked | precisioncalc-mcpmcp · back-end | An MCP server that provides deterministic, high-precision business, finance, and operational calculations such as SaaS metrics, currency conversion… | No signals yet | No one-command install · Source | |
| 2852 | Unranked | halowerk-mcpmcp · payments | Provides access to 70 paid APIs as MCP tools with per-call and session budgets, paying via x402/USDC on Base without requiring an account or login… | No signals yet | No one-command install · Source | |
| 2853 | Unranked | tools-berry-mcp-servermcp · back-end | Answers US paycheck and payroll-tax questions for 2026 with real arithmetic, including take-home pay, bonus withholding, state comparisons, and… | No signals yet | No one-command install · Source | |
| 2854 | Unranked | comprabtc-mcpmcp · ai-agents | Non-custodial Bitcoin DCA for agent treasuries on Celo: approve USDT once and an on-chain agent buys WBTC on schedule, straight back to your wallet… | No signals yet | No one-command install · Source | |
| 2855 | Unranked | paypay-mcpmcp · back-end | MCP server for the PayPay Open Payment API, enabling QR code creation, payment tracking, refunds, and cancellations with sandbox and production… | No signals yet | No one-command install · Source | |
| 2856 | Unranked | accessura-mcp-servermcp · payments | Enables AI buyers and sellers to interact with the Accessura encrypted-data marketplace, supporting bidding, settlement, x402 payments, claim… | No signals yet | No one-command install · Source | |
| 2857 | Unranked | ig-trading-mcpmcp · back-end | A local MCP server for IG's REST Trading API, providing account/history, market data, position, working-order, and trade-confirmation tools with… | No signals yet | No one-command install · Source | |
| 2858 | Unranked | tengu-firmmcp · ai-agents | Provides AI agents access to 336 real-time and historical market, quant, SEC filing, insider trading, fundamentals, and macro data tools via MCP… | No signals yet | No one-command install · Source | |
| 2859 | Unranked | return-billing-mcp-servermcp · back-end | MCP server that provides tools for order lookup, return eligibility checks, return processing, billing status, and human escalation, simulating a… | No signals yet | No one-command install · Source | |
| 2860 | Unranked | defi-sentinel-x-mcp-servermcp · back-end | Autonomous AI agent monitoring X Layer DeFi protocols via real RPC calls, providing MCP tools for pool scanning, anomaly detection, risk scoring… | No signals yet | No one-command install · Source | |
| 2861 | Unranked | tradingagents-mcpmcp · ai-agents | MCP server that exposes TradingAgents multi-agent financial research as async tasks, generating research reports and non-executive decisions for LLM… | No signals yet | No one-command install · Source | |
| 2862 | Unranked | accounting-ops-mcp-servermcp · back-end | Enables agents to perform financial operations including categorization, reconciliation, and reporting on a tamper-evident, self-hosted ledger. | No signals yet | No one-command install · Source | |
| 2863 | Unranked | invoicebox-mcp-servermcp · payments | MCP server for Invoicebox that enables assistants to issue invoices, check payments, confirm shipments, and process refunds, with read-only defaults… | No signals yet | No one-command install · Source | |
| 2864 | 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 | |
| 2865 | Unranked | paraswap-mcpmcp · back-end | MCP server that builds unsigned Paraswap token swap transactions for self-custody wallets, holding no keys and signing nothing. It returns raw… | No signals yet | No one-command install · Source | |
| 2866 | Unranked | regexcronsql-validatormcp · payments | Validates regex, cron, and SQL expressions by executing them in real runtimes, with payments via x402 USDC on Base. | No signals yet | No one-command install · Source | |
| 2867 | Unranked | validar-codigo-medicomcp · payments | MCP server that validates medical codes (ICD-10-CM with official descriptions, CPT structural checks) via a single tool, with x402 billing. | No signals yet | No one-command install · Source | |
| 2868 | Unranked | validar-semvermcp · payments | MCP server that validates semantic version ranges using npm's semver engine, with payment via x402 on Base mainnet. | No signals yet | No one-command install · Source | |
| 2869 | Unranked | drp-compliancemcp · other | Automated SOX/DRP-2026 financial document verification for AI coding assistants. | No signals yet | No one-command install · Source | |
| 2870 | Unranked | fakturownia-mcpmcp · back-end | MCP server for managing Fakturownia (InvoiceOcean) invoices, clients, and products, with write-confirmation gates for safety. | No signals yet | No one-command install · Source | |
| 2871 | Unranked | getpopapi-popmcp · back-end | Italian e-invoicing (FatturaPA/SdI), Peppol, and PDF invoice generation via the POP API. | No signals yet | No one-command install · Source | |
| 2872 | Unranked | pop-mcpmcp · ai-agents | MCP server for POP — enabling LLMs to generate, submit, and manage Italian e-invoices (FatturaPA/SdI), Peppol invoices, and PDF invoices directly from… | No signals yet | No one-command install · Source | |
| 2873 | Unranked | web3trackers-mcpmcp · back-end | MCP server for crypto marketing attribution. Build UTM-tagged tracking URLs, estimate campaign ROI, compare web3 attribution tools, and pull DeFi… | No signals yet | No one-command install · Source | |
| 2874 | Unranked | limu-portal-mcpmcp · back-end | MCP server for LIMU Portal that provides read-only and controlled write access to operational and finance data, including clients, cargo, shipments… | No signals yet | No one-command install · Source | |
| 2875 | Unranked | andalusia-ai-mcp-servermcp · back-end | Exposes six hospital metric tools (entity resolution, member search, cube querying, measure definitions, why-question resolution, investigation… | No signals yet | No one-command install · Source | |
| 2876 | Unranked | hogswap-mcpmcp · payments | MCP server for HOGSWAP, providing DEX-aggregated quotes, unsigned swap builds, and x402 invoice payments with any assets, all non-custodial. | No signals yet | No one-command install · Source | |
| 2877 | Unranked | foundrynet-geomcp · back-end | Enables geocoding (address to coordinates and reverse) and distance calculations for AI agents with per-call micropayments in USDC, no API keys… | No signals yet | No one-command install · Source | |
| 2878 | Unranked | financial-signals-mcpmcp · ai-agents | Provides derived financial intelligence for AI agents, including insider activity analysis, earnings surprises, institutional moves, stock screening… | No signals yet | No one-command install · Source | |
| 2879 | Unranked | cross-border-transaction-cost-calculatormcp · payments | Calculates total landed cost of international payments including FX spread, transfer fees, and settlement time across multiple payment methods, and… | No signals yet | No one-command install · Source | |
| 2880 | Unranked | reach-dispute-mcpmcp · payments | Provides read-only MCP tools to diagnose customer billing disputes by analyzing billing records, identifying contradictions, citing evidence, and… | No signals yet | No one-command install · Source | |
| 2881 | Unranked | jobkeepr-mcpmcp · payments | Enables AI assistants to read and manage a Jobkeepr field service business including jobs, customers, scheduling, estimates, invoices, and payments… | No signals yet | No one-command install · Source | |
| 2882 | Unranked | xero-mcpmcp · back-end | A local MCP server for Xero that lets you search contacts, list and fetch invoices, and create draft invoices. It includes guardrails to prevent… | No signals yet | No one-command install · Source | |
| 2883 | Unranked | mortgage-mcp-servermcp · back-end | Provides mortgage calculation tools, including monthly payment, amortization schedules, lump sum payments, and extra monthly payments for real estate… | No signals yet | No one-command install · Source | |
| 2884 | Unranked | yieldsignal-mcp-servermcp · payments | Provides risk-weighted yield signals and MOVE/HOLD decisions for ETH staking and USDC/WETH lending, accessed via x402 payment protocol with verifiable… | No signals yet | No one-command install · Source | |
| 2885 | Unranked | dexjup-mcpmcp · back-end | MCP server combining DEX Screener market data with Jupiter swap quotes and gated execution on Solana, offering read-only tools and an optional trading… | No signals yet | No one-command install · Source | |
| 2886 | Unranked | agent-invoicemcp · payments | Enables agents to generate, track, and manage invoices via MCP tools, with CLI support for payment tracking and earnings summaries. | No signals yet | No one-command install · Source | |
| 2887 | Unranked | ledgentmcp · auth | Ledgent is a secure agentic integration layer that exposes Salesforce and billing operations as MCP tools. It enforces action-level authorization… | No signals yet | No one-command install · Source | |
| 2888 | Unranked | paparam-mcpmcp · ai-agents | Exposes any paparam CLI as an MCP server, automatically deriving tool definitions, resources, and prompts from the command's own schema, with… | No signals yet | No one-command install · Source | |
| 2889 | Unranked | mcp-featuresmcp · ai-agents | Provides Dev Container Features that install code intelligence (LSP) and repository knowledge search (Orama) MCP servers into any dev container… | No signals yet | No one-command install · Source | |
| 2890 | Unranked | tradingview-mcp-pymcp · back-end | MCP server for stock analysis providing 30 tools across technical analysis, Yahoo Finance, IDX/BEI, backtesting, news sentiment, and trade math, with… | No signals yet | No one-command install · Source | |
| 2891 | Unranked | agent-toolkit-mcpmcp · payments | Provides coding agents with 19 pay-per-call developer utilities, npm supply-chain security checks, and Base blockchain lookups, paid via USDC on Base… | No signals yet | No one-command install · Source | |
| 2892 | Unranked | fin-copilot-mcpmcp · ai-agents | An enterprise-grade, deterministic multi-agent financial analytics engine that processes natural language financial queries, generates… | No signals yet | No one-command install · Source | |
| 2893 | Unranked | weclapp-mcp-servermcp · ai-agents | Enables Claude to read weclapp data such as customers, invoices, and articles via a secure MCP server. | No signals yet | No one-command install · Source | |
| 2894 | Unranked | jettax-auditoria-fiscal-ai-mcp-servermcp · back-end | Enables fiscal tax auditing by listing companies from data directories and running audits that detect discrepancies between declared taxes and invoice… | No signals yet | No one-command install · Source | |
| 2895 | Unranked | aiwerk-mcp-server-bexiomcp · back-end | MCP server for the bexio API, the Swiss business software for invoicing, accounting, CRM, projects and payroll. It provides 310 tools covering the… | No signals yet | No one-command install · Source | |
| 2896 | Unranked | mcp-server-smallinvoicemcp · auth | MCP server for smallinvoice.ch — Swiss SME invoicing and accounting with 146 tools and OAuth2 BYOC authentication. | No signals yet | No one-command install · Source | |
| 2897 | Unranked | cegid-mcpmcp · ai-agents | Open-source MCP server that exposes Cegid APIs (accounting, third parties, documents, HR) as tools for LLM agents via the Model Context Protocol… | No signals yet | No one-command install · Source | |
| 2898 | Unranked | gravv-mcpmcp · back-end | MCP server for the Gravv payments API that lets AI assistants onboard customers, run KYC, open accounts, move money, issue cards, and exchange… | No signals yet | No one-command install · Source | |
| 2899 | Unranked | agentgate-mcp-servermcp · auth | Provides AI agents with secure MCP tools to navigate, authenticate, and transact on web applications via OAuth 2.1 and Stripe Issuing. | No signals yet | No one-command install · Source | |
| 2900 | Unranked | agent-ledgermcp · ai-agents | Double-entry accounting ledger MCP server for autonomous agents that enables creating accounts, posting journal entries, and generating financial… | 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.