Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2601 | Unranked | yapi-mcp-bridgemcp · back-end | Enables MCP-compatible AI clients to query, search, create, and update YApi API definitions and categories using natural language, with write… | No signals yet | No one-command install · Source | |
| 2602 | Unranked | agentbank-merchant-mcpmcp · ai-agents | Merchant-side MCP server for agentbank that lets merchants read their own orders and live Curless wallet balance from an MCP client such as Claude… | No signals yet | No one-command install · Source | |
| 2603 | Unranked | spedy-nfs-e-mcpmcp · back-end | Enables issuing, consulting, and listing Brazilian NFS-e invoices through Spedy's API over an authenticated HTTP endpoint. | No signals yet | No one-command install · Source | |
| 2604 | Unranked | phenoforgemcp · search | Enables semantic retrieval and assembly of ICD-10-CM value sets from natural language descriptions for clinical cohort definitions. | No signals yet | No one-command install · Source | |
| 2605 | Unranked | raily-mcpmcp · ai-agents | Enables read-only access to the Raily personal agent's data, including agent status, brief, matches, intros, memory, analysis status, and billing… | No signals yet | No one-command install · Source | |
| 2606 | Unranked | india-stack-mcpmcp · payments | Enables AI agents to manage Indian enterprise systems by providing tools for accounting (TallyPrime), invoicing (Zoho Books), and GST compliance… | No signals yet | No one-command install · Source | |
| 2607 | Unranked | paytriagemcp · payments | Enables AI agents to analyze payment gateway error messages and receive structured triage results, including likely causes, recommended checks, and… | No signals yet | No one-command install · Source | |
| 2608 | Unranked | pr-legislative-x402mcp · payments | MCP server that enables AI agents to search and read Puerto Rico legislative measures with pay-per-call in USDC on Base, using the x402 agent-payment… | No signals yet | No one-command install · Source | |
| 2609 | Unranked | tradingclimcp · back-end | Local paper-trading and market simulation MCP server for multi-account portfolios, advanced orders, options/futures, backtesting, alerts, and… | No signals yet | No one-command install · Source | |
| 2610 | Unranked | acedatacloud-mcp-servermcp · back-end | Manages your AceDataCloud account through the platform management API, enabling balance checks, usage/spend lookup, API key management, order… | No signals yet | No one-command install · Source | |
| 2611 | 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 | |
| 2612 | Unranked | lexware-office-mcp-servermcp · back-end | MCP server for Lexware Office that enables querying and managing contacts, sales documents, vouchers, files, payments, and webhooks through a… | No signals yet | No one-command install · Source | |
| 2613 | Unranked | dsh-toolkitmcp · ai-agents | Exposes 20 deterministic tools for finance, data, content, and lifestyle tasks via MCP, A2A, and REST interfaces, enabling automation and multi-agent… | No signals yet | No one-command install · Source | |
| 2614 | Unranked | mcp-autonomous-data-agentmcp · database | Enables secure, read-only analytical querying of financial data through natural language, with built-in SQL injection defense and automatic query… | No signals yet | No one-command install · Source | |
| 2615 | Unranked | arelle-mcpmcp · ai-agents | Enables LLMs to process, validate, and analyze XBRL financial filings with tools for filing operations, fact extraction, taxonomy exploration, and SEC… | No signals yet | No one-command install · Source | |
| 2616 | Unranked | arelle-thekinghippopotamusmcp · other | Processes and analyzes XBRL financial filings via the Arelle XBRL processor with SEC EDGAR integration. | No signals yet | No one-command install · Source | |
| 2617 | Unranked | guidepost-mcpmcp · ai-agents | Enables agents to navigate users through pre-defined decision trees by submitting answer labels, returning deterministic next instructions without… | No signals yet | No one-command install · Source | |
| 2618 | Unranked | finsight-copilot-mcp-servermcp · back-end | Provides real-time financial market lookups (stock quotes, volume, P/E ratios) and deterministic portfolio risk (VaR) calculations as standardized MCP… | No signals yet | No one-command install · Source | |
| 2619 | Unranked | voice-logica-mcpmcp · payments | Enables managing AI voice agents, phones, integrations, workflows, calls, and billing directly from chat, including editing agent settings, connecting… | No signals yet | No one-command install · Source | |
| 2620 | Unranked | glianaai-mcp-servermcp · back-end | Enables pay-per-call access to 90+ generative AI models and utility tools via any MCP client, with no signup or API key, using wallet-based USDC… | No signals yet | No one-command install · Source | |
| 2621 | Unranked | hl-readmcp · back-end | A read-only MCP server for Hyperliquid that provides public market data (prices, order books, funding) and any wallet's positions, orders, and fills… | No signals yet | No one-command install · Source | |
| 2622 | Unranked | week7-mcp-servermcp · back-end | Enables MCP-compatible clients to retrieve invoice and purchase order data live over stdio through tools for listing invoices, getting invoice… | No signals yet | No one-command install · Source | |
| 2623 | Unranked | mcp-openapi-servermcp · back-end | Exposes REST API endpoints defined by OpenAPI specifications as MCP tools, enabling LLMs to discover and interact with those APIs through MCP. | No signals yet | No one-command install · Source | |
| 2624 | Unranked | garu-mcpmcp · back-end | An MCP server for the Garu payment platform. Create charges, manage customers, and discover products directly from any MCP client. | No signals yet | No one-command install · Source | |
| 2625 | Unranked | wwallmcp · payments | Enables AI agents to propose wallet payments while a local, human-authored policy decides whether each transaction is approved, requires human… | No signals yet | No one-command install · Source | |
| 2626 | Unranked | new-x402-listings-feedmcp · payments | Provides a feed of x402/L402 services newly listed on 402index.io within a caller-specified recency window, with filtering by protocol, category, and… | No signals yet | No one-command install · Source | |
| 2627 | Unranked | coinrebate-mcp-servermcp · back-end | Enables AI agents to fetch real-time exchange trading fees, compare rebate-adjusted costs, obtain referral links, calculate trading costs, and… | No signals yet | No one-command install · Source | |
| 2628 | Unranked | payagents-mcp-servermcp · back-end | Enables AI agents to autonomously make policy-controlled payments for APIs and tools via Bitcoin Lightning (L402) and Base USDC (x402), including… | No signals yet | No one-command install · Source | |
| 2629 | Unranked | erc-8126-scan-mcp-servermcp · search | Enables users to search the on-chain index of 378,000+ ERC-8004 agents and read Cybercentry verification results spanning token, code, media, web, and… | No signals yet | No one-command install · Source | |
| 2630 | Unranked | universal-lspmcp · back-end | Enables AI agents to query language intelligence over MCP, including definitions, references, symbols, and code relationship graphs across many… | No signals yet | No one-command install · Source | |
| 2631 | Unranked | agentic-mcp-gatewaymcp · search | Provides an agentic RAG workflow with tool calling, enabling natural-language retrieval of policy docs, payment searches, and ticket creation over MCP… | No signals yet | No one-command install · Source | |
| 2632 | Unranked | monter-mcpmcp · back-end | Enables local analysis of personal finance data from a Monter JSON export, answering questions about spending, subscriptions, debts, and more via… | No signals yet | No one-command install · Source | |
| 2633 | Unranked | duffel-mcp-servermcp · back-end | Enables AI assistants to search live travel inventory for flights, stays, and car hire through typed tools, with place resolution and price details… | No signals yet | No one-command install · Source | |
| 2634 | Unranked | mild-runmcp · comms | Your AI agent can't touch Stripe, Gmail, Slack or more, without your tap. mild.run intercepts every sensitive action and sends you a notification to… | No signals yet | No one-command install · Source | |
| 2635 | Unranked | licha-order-mcpmcp · back-end | An MCP server for ordering tea from Licas Tea, allowing AI to find stores, view menus, build orders, and estimate prices in conversation. Currently… | No signals yet | No one-command install · Source | |
| 2636 | Unranked | daften-fireflyiii-mcpmcp · other | Connects any MCP-compatible AI assistant to your Firefly III personal finance instance, enabling natural language queries about your finances. | No signals yet | No one-command install · Source | |
| 2637 | Unranked | x402-image-apimcp · payments | Enables coding agents to generate AI images directly through MCP tools, handling payment via the x402 protocol with USDC on Base and no API keys. | No signals yet | No one-command install · Source | |
| 2638 | Unranked | givereadymcp · payments | Verified youth nonprofit directory — search charities, impact data, and donation links with USDC payment support. | No signals yet | No one-command install · Source | |
| 2639 | Unranked | openbudget-mcp-servermcp · back-end | Enables AI assistants to access and manage personal financial data from US institutions and manual entries, including transactions, balances… | No signals yet | No one-command install · Source | |
| 2640 | Unranked | halaxy-mcpmcp · payments | MCP server that lets AI assistants query your Halaxy practice-management data—appointments, invoices, referrals, and practitioners—via natural… | No signals yet | No one-command install · Source | |
| 2641 | Unranked | ubeats-bo-mcpmcp · back-end | MCP server that provides tool-based access to the UBEats Backoffice API (reports, orders, and catalog) with automatic Keycloak SSO authentication… | No signals yet | No one-command install · Source | |
| 2642 | Unranked | coinugget-crypto-signalsmcp · other | Provides real-time cryptocurrency market signals including RSI, top gainers, price action, kimchi premium, market prices, and derivatives data from… | No signals yet | No one-command install · Source | |
| 2643 | Unranked | razor-dvara-mcp-servermcp · payments | Enables COD commerce checkout agents to enforce merchant-defined cash-on-delivery rules, partial prepayment, offers, delivery risk scoring, and… | No signals yet | No one-command install · Source | |
| 2644 | Unranked | diem-agent-workersmcp · payments | Provides a catalog of paid micro-work tools for text processing, speech, and image generation with fixed USDC pricing via x402. Enables agents to… | No signals yet | No one-command install · Source | |
| 2645 | 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 | |
| 2646 | Unranked | bloxberg-mcpmcp · other | Enables AI assistants to query bloxberg blockchain state, explore transactions and contracts via Blockscout, and verify Research Object Certificates… | No signals yet | No one-command install · Source | |
| 2647 | Unranked | finsec-certified-sec-memory-mcp-servermcp · ai-agents | Connects AI agents to over 4 million certified SEC EDGAR financial facts with cryptographic provenance and zero hallucination. | No signals yet | No one-command install · Source | |
| 2648 | Unranked | finsec-mcpmcp · ai-agents | Connects AI agents to over 4 million certified SEC EDGAR financial facts with cryptographic provenance and zero hallucination. | No signals yet | No one-command install · Source | |
| 2649 | Unranked | odoo-mcp-bridgemcp · payments | Enables Claude to read and write data in an Odoo instance, including stock, invoices, clients, and reminders, through a secure MCP connector. | No signals yet | No one-command install · Source | |
| 2650 | Unranked | obyte-mcpmcp · ai-agents | A local MCP server that enables AI tools to query Obyte blockchain data including balances, units, autonomous agent state and dry runs, and token… | No signals yet | No one-command install · Source | |
| 2651 | Unranked | cyphrexmcp · auth | Blockchain-based identity, behavior enforcement, and immutable audit trails for AI agents. | No signals yet | No one-command install · Source | |
| 2652 | Unranked | ocp-triage-mcpmcp · ai-agents | Enables deterministic triage of OpenShift alerts by executing YAML-defined runbooks against an upstream OCP MCP server, collecting auditable evidence… | No signals yet | No one-command install · Source | |
| 2653 | Unranked | itin-finance-mcpmcp · back-end | Read-only MCP server for the ITIN finance network, providing a verified institution directory, editorial guides, FAQs, and state-level context for… | No signals yet | No one-command install · Source | |
| 2654 | Unranked | invox-mcpmcp · back-end | Hosted MCP server that enables AI assistants to manage clients, invoices, and expenses via the Invox API, supporting actions like drafting, sending… | No signals yet | No one-command install · Source | |
| 2655 | Unranked | stratverity-mcp-servermcp · ai-agents | Enables auditing and verification of algorithmic trading backtests from coding agents like Claude Code, Cursor, and Windsurf, including look-ahead… | No signals yet | No one-command install · Source | |
| 2656 | Unranked | fahali-mcpmcp · other | Market-intelligence MCP: 18 detection engines over 9,200+ instruments with calibrated uncertainty and outcome-verified provenance. Informational only… | No signals yet | No one-command install · Source | |
| 2657 | Unranked | uol-mcp-httpmcp · back-end | Enables AI agents to interact with the UOL Accounting REST API through MCP, supporting reads immediately and mutating operations with explicit… | No signals yet | No one-command install · Source | |
| 2658 | Unranked | zerodha-kite-mcp-servermcp · back-end | Enables Claude to access a Zerodha trading account for historical candles, weekly/monthly zone levels and CPR pivots, EMA crossover detection, and… | No signals yet | No one-command install · Source | |
| 2659 | Unranked | subtrackmcp · payments | Tracks subscriptions and recurring bills with flexible billing cycles, and provides upcoming renewals and spending summaries. | No signals yet | No one-command install · Source | |
| 2660 | Unranked | filingsmcpmcp · ai-agents | MCP server that fetches Bombay Stock Exchange filings, converts PDFs into clean Markdown, and exposes search/read tools for AI agents to analyze… | No signals yet | No one-command install · Source | |
| 2661 | Unranked | mib-mcp-servermcp · payments | Enables AI assistants to compare live insurance quotes across Nigerian insurers, check for overpayments, and provide hosted checkout links. | No signals yet | No one-command install · Source | |
| 2662 | Unranked | consensa-mcpmcp · back-end | An MCP server that records consented, attributed, paid-for receipts for open-source dependencies, settling per-call USDC payments on Algorand with… | No signals yet | No one-command install · Source | |
| 2663 | Unranked | buchhaltungsbutler-mcp-servermcp · back-end | Enables AI assistants to interact with the BuchhaltungsButler accounting API via MCP, providing tools for managing receipts, transactions, invoices… | No signals yet | No one-command install · Source | |
| 2664 | Unranked | clearpath-learning-mcpmcp · back-end | A learning MCP server that transforms technical topics into four structured parts: definition, analogy, example, and hands-on try-it exercises… | No signals yet | No one-command install · Source | |
| 2665 | Unranked | counterparty-creditmcp · ai-agents | An MCP server that scores the credit health of public energy companies using public data, providing a 0-100 score and factor breakdown. Enables agents… | No signals yet | No one-command install · Source | |
| 2666 | Unranked | zevo-host-mcp-servermcp · back-end | Gives AI agents read-only access to ZEVO financial data, enabling queries about vehicles, bookings, transactions, and more through natural language. | No signals yet | No one-command install · Source | |
| 2667 | Unranked | keypro-mcpmcp · payments | Enables AI agents to manage software licenses on KeyPro.hu via natural language, including placing orders, canceling, checking balances, and… | No signals yet | No one-command install · Source | |
| 2668 | Unranked | enzoemir1-invoiceflowmcp · payments | AI-powered invoice automation for creating invoices, tracking payments, and managing cash flow. | No signals yet | No one-command install · Source | |
| 2669 | Unranked | btcmatic-mcp-servermcp · back-end | MCP server that gives autonomous agents pay-per-call Bitcoin context (self-custody radar, fee percentiles, price change windows, condition… | No signals yet | No one-command install · Source | |
| 2670 | Unranked | qoyod-mcp-servermcp · back-end | Connects Claude to the Qoyod accounting system via its REST API, enabling natural language management of customers, invoices, vendors, journal… | No signals yet | No one-command install · Source | |
| 2671 | Unranked | nemlig-mcpmcp · payments | Enables searching products, viewing product details, managing the basket, and accessing order history on nemlig.com through natural language. It does… | No signals yet | No one-command install · Source | |
| 2672 | 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 | |
| 2673 | Unranked | financial-agentmcp · database | Enables AI agents to manage personal finances with deterministic, grounded tools for cash-flow projection, drift detection, reconciliation, and… | No signals yet | No one-command install · Source | |
| 2674 | Unranked | biii-mcp-servermcp · back-end | Enables agents to vet merchants, create and verify USDC charges and invoices, assess trust and tokenized-asset authenticity, and manage provable books… | No signals yet | No one-command install · Source | |
| 2675 | Unranked | fmp-mcpmcp · ai-agents | Enables AI agents to analyze stocks, screen markets, compare peers, read earnings calls, and track sector rotations using live financial data from… | No signals yet | No one-command install · Source | |
| 2676 | Unranked | memecoin-spottermcp · other | Enables read-only on-chain analysis to spot trending and new memecoin pools, evaluate rug risk, and surface early buyer wallets across Solana, Base… | No signals yet | No one-command install · Source | |
| 2677 | Unranked | oceanalt-amlmcp · payments | Crypto compliance tools for AI-agent payments: screen any address for sanctions, frozen-stablecoin and hacker/mixer exposure across 8+ chains, trace… | No signals yet | No one-command install · Source | |
| 2678 | Unranked | pg-analytics-mcpmcp · database | Enables Claude to query a Postgres analytics schema via a read-only MCP server, with tools auto-generated from live database introspection and… | No signals yet | No one-command install · Source | |
| 2679 | Unranked | vedetta-mcpmcp · payments | Market intelligence MCP server enabling AI agents to buy crypto sentiment reads, divergence verdicts, and analyst answers via pay-per-call x402… | No signals yet | No one-command install · Source | |
| 2680 | Unranked | openfilingsmcp · back-end | Enables querying and retrieving normalized financial statements from 25 non-US markets via a local MCP server, with support for company search, filing… | No signals yet | No one-command install · Source | |
| 2681 | Unranked | tech-trends-mcp-toolsmcp · back-end | Tech Trends MCP Tools: 3 real-time data extraction tools for AI agents, powered by the Apify MCP server. Hacker News trend tracker (caught the… | No signals yet | No one-command install · Source | |
| 2682 | Unranked | rustok-mcpmcp · ai-agents | MCP server that connects LLM agents to the Rustok self-custody crypto wallet via Gateway, enabling human-approved transaction execution and wallet… | No signals yet | No one-command install · Source | |
| 2683 | Unranked | chain-readermcp · back-end | A read-only MCP server that lets you interact with the Ethereum blockchain via natural language, providing tools for reading blocks, transactions… | No signals yet | No one-command install · Source | |
| 2684 | Unranked | mcp-context-engineeringmcp · ai-agents | Scopes MCP tool definitions and strips Markdown from outputs to minimize token usage, improving agent cost and accuracy. | No signals yet | No one-command install · Source | |
| 2685 | Unranked | finance-tracking-mcpmcp · database | Tracks personal expenses with tools to add, edit, and summarize expenses, storing data locally in SQLite. | No signals yet | No one-command install · Source | |
| 2686 | Unranked | us-gov-data-mcpmcp · back-end | MCP server for querying US federal contracts and public company financial data from USAspending and SEC EDGAR. Enables searching expiring contracts… | No signals yet | No one-command install · Source | |
| 2687 | Unranked | open-banking-io-mcp-servermcp · back-end | A read-only MCP server for the open-banking.io PSD2 API that lets AI agents query personal bank balances and transactions via natural language, with… | No signals yet | No one-command install · Source | |
| 2688 | Unranked | dictionary-lookup-mcp-servermcp · back-end | A minimal Model Context Protocol server built with the official Python SDK. It exposes one tool, define, which looks up the definition of an English… | No signals yet | No one-command install · Source | |
| 2689 | Unranked | aedificium-templatemcp · github-vcs | Enables a personal learning notebook and lexicon with Claude-native chat, supporting markdown notes, definitions, PDFs, math rendering, wiki-links… | No signals yet | No one-command install · Source | |
| 2690 | Unranked | frappe-cloud-mcpmcp · devops | An MCP server for the Frappe Cloud control plane that lets agents manage sites, bench groups, servers, backups, deploys, logs, analytics, and billing… | No signals yet | No one-command install · Source | |
| 2691 | Unranked | payments-agent-gateway-mcpmcp · ai-agents | An MCP server that enables AI agents to safely interact with a double-entry payments ledger, enforcing idempotency, policy-based access control, and… | No signals yet | No one-command install · Source | |
| 2692 | Unranked | mst-mcpmcp · back-end | MCP server for the MST Chain ecosystem, enabling access to documentation, network info, smart contract guides, wallet balances, and transaction… | No signals yet | No one-command install · Source | |
| 2693 | Unranked | circuit-mcpmcp · payments | Provides AI agents with real-time Solana data and agent-swarm intelligence as tools, with auto-paid per-call micropayments in CIRC via x402. | No signals yet | No one-command install · Source | |
| 2694 | Unranked | upbank-mcpmcp · back-end | A Model Context Protocol server that exposes the Up Banking API to LLM clients, providing 19 tools and 2 resources for accounts, transactions… | No signals yet | No one-command install · Source | |
| 2695 | Unranked | neo4j-mcp-gatewaymcp · back-end | A single local MCP gateway for Neo4j that exposes both proxied generic Neo4j tools (schema, Cypher, GDS) and custom YAML-defined use-case tools behind… | No signals yet | No one-command install · Source | |
| 2696 | Unranked | shelter-mcpmcp · ai-agents | Enables MCP-compatible agents to access read-only financial context from a Shelter account, including forecasts, runway, alerts, opportunities, and… | No signals yet | No one-command install · Source | |
| 2697 | Unranked | sapph1re-feedback-synthesismcp · payments | Customer feedback intelligence from GitHub Issues, Hacker News, and App Store reviews — synthesized into ranked pain clusters and sentiment trends via… | No signals yet | No one-command install · Source | |
| 2698 | Unranked | onchain-forensicsmcp · back-end | Provides on-chain forensic checks for evaluating transaction risks, including token verification, rug-pull detection, and fund tracing, using public… | No signals yet | No one-command install · Source | |
| 2699 | Unranked | alpaka-mcpmcp · back-end | MCP server and CLI for trading stocks, ETFs, and crypto via Alpaca, enabling natural language trading through AI assistants and terminal with paper… | No signals yet | No one-command install · Source | |
| 2700 | Unranked | freeagent-mcp-remotemcp · ai-agents | An MCP server that connects Claude to FreeAgent accounting data, allowing natural language queries for financial information like bank transactions… | 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.