Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 401 | Unranked | customer-mcp-servermcp · ai-agents | MCP server for securely connecting LLMs to customer data, providing customer profile retrieval, semantic search of interaction history, and exact… | No signals yet | No one-command install · Source | |
| 402 | Unranked | profitelligence-mcp-servermcp · ai-agents | Financial intelligence for AI agents. Give Claude access to insider trading data, SEC filings, economic indicators, and multi-signal analysis — all… | No signals yet | No one-command install · Source | |
| 403 | Unranked | fingersmcp · ai-agents | Read-only checks on tokens, NFTs, wallets, contracts and tokenized stocks before an agent acts. Honeypot, peg, copycat, wallet risk. Deep Robinhood… | No signals yet | No one-command install · Source | |
| 404 | Unranked | bittensormcpmcp · ai-agents | A hosted MCP server that gives AI agents live, self-custodial access to the Bittensor blockchain, enabling queries and on-chain actions via any MCP… | No signals yet | No one-command install · Source | |
| 405 | Unranked | ipython-mcpmcp · ai-agents | Provides a persistent, stateful IPython execution environment for MCP clients, allowing agents to run Python code, define functions and classes, and… | No signals yet | No one-command install · Source | |
| 406 | Unranked | agenticsettle-verifymcp · ai-agents | Free VOP (Verified Output Protocol) verification for AI agent outputs — score any output 0-100 and get a PASS/PARTIAL/FAIL verdict. No account, no… | No signals yet | No one-command install · Source | |
| 407 | Unranked | cvm-mcpmcp · ai-agents | MCP server that fetches Brazilian financial data from the CVM open data portal and exposes tools for LLM clients to query companies and calculate… | No signals yet | No one-command install · Source | |
| 408 | Unranked | basezap-mcpmcp · ai-agents | A read-only MCP server that exposes BaseZap's tipping-agent tools to any MCP client, allowing users to fetch platform info, compute USDC tip quotes… | No signals yet | No one-command install · Source | |
| 409 | Unranked | mailsnailmcp · ai-agents | An open-source MCP server for sending physical mail (letters, postcards, certified mail) directly from AI agents, with per-piece payment and no… | No signals yet | No one-command install · Source | |
| 410 | Unranked | bsl-agent-mcpmcp · ai-agents | MCP server that lets AI agents operate a user-owned wallet on the Bitcoin-IPC testnet, enabling BTC deposits, cross-subnet wBTC payments, and anchored… | No signals yet | No one-command install · Source | |
| 411 | Unranked | x402-sub-agent-mcpmcp · ai-agents | MCP server for managing x402 payment policies (rules, coupons, tiers, usage logs) conversationally via LLM and evaluating request decisions. | No signals yet | No one-command install · Source | |
| 412 | Unranked | hivedeskmcp · ai-agents | MCP server that exposes an in-browser AI ERP (CRM, stock, invoices, HR) with role-aware agents, enabling natural language chat and… | No signals yet | No one-command install · Source | |
| 413 | Unranked | mcp-liveopsmcp · ai-agents | An MCP server that enables Claude to retrieve real-time cryptocurrency market data from CoinGecko and answer price queries with live, grounded… | No signals yet | No one-command install · Source | |
| 414 | Unranked | lionbank-wealthmcp · ai-agents | MCP server that answers market and wealth-management questions using only HSBC Private Banking insights published at privatebanking.hsbc.com, via… | No signals yet | No one-command install · Source | |
| 415 | Unranked | deskmcp · ai-agents | Provides multi-agent equity research for US markets with provenance-backed financial data from SEC EDGAR, technicals, macro, and Alpaca paper trading… | No signals yet | No one-command install · Source | |
| 416 | Unranked | zostaje-mcpmcp · ai-agents | MCP server for connecting a user's Zostaje account to ChatGPT and other MCP clients, exposing read-only financial data tools. | No signals yet | No one-command install · Source | |
| 417 | Unranked | regulated-reporting-mcpmcp · ai-agents | MCP server for regulated financial reporting on Workiva, enabling agents to search, read, and write to Workiva workbooks with policy-gated mutations… | No signals yet | No one-command install · Source | |
| 418 | Unranked | finance-mcp-server-komcp · ai-agents | Personal finance research and execution toolkit for LLM agents, combining DART, Telegram, and Toss securities into one MCP server. | No signals yet | No one-command install · Source | |
| 419 | Unranked | memoria-codigo-localmcp · ai-agents | MCP server that indexes TypeScript/React project symbols in memory, enabling agents to find definitions, references, and dependencies without reading… | No signals yet | No one-command install · Source | |
| 420 | Unranked | reai-mcpmcp · ai-agents | MCP server for ReAI, the Norwegian cloud accounting system, enabling AI agents to read books, look up accounts and VAT codes, and perform bookkeeping… | No signals yet | No one-command install · Source | |
| 421 | Unranked | ordnet-mcp-servermcp · ai-agents | ORDnet MCP Server enables AI agents to create permanent, censorship-resistant Web3 content on the Bitcoin SV blockchain using 1SatOrdinals. It… | No signals yet | No one-command install · Source | |
| 422 | 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 | |
| 423 | 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 | |
| 424 | 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 | |
| 425 | 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 | |
| 426 | 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 | |
| 427 | 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 | |
| 428 | 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 | |
| 429 | 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 | |
| 430 | 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 | |
| 431 | 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 | |
| 432 | 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 | |
| 433 | 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 | |
| 434 | 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 | |
| 435 | 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 | |
| 436 | 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 | |
| 437 | 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 | |
| 438 | 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 | |
| 439 | 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 | |
| 440 | 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 | |
| 441 | 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 | |
| 442 | 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 | |
| 443 | 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 | |
| 444 | 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 | |
| 445 | 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 | |
| 446 | 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 | |
| 447 | Unranked | financecontext-mcpmcp · ai-agents | A remote MCP server that lets LLM agents reason over a user's real financial data using the user's own Supabase JWT for security, offering tools for… | No signals yet | No one-command install · Source | |
| 448 | Unranked | cloudsealed-mcpmcp · ai-agents | MCP server providing deterministic cost anomaly detection for cloud billing and auditable architecture risk scoring, enabling AI agents to identify… | No signals yet | No one-command install · Source | |
| 449 | Unranked | catalora-mcpmcp · ai-agents | An MCP server for trading agents that provides eight tools to trade under enforceable limits, local paper trading, and comprehensive risk management. | No signals yet | No one-command install · Source | |
| 450 | Unranked | lending-mcpmcp · ai-agents | An MCP server that allows starting an iwoca business finance application from within a ChatGPT conversation, supporting drafting, submitting, and… | No signals yet | No one-command install · Source | |
| 451 | Unranked | vf-stock-mcpmcp · ai-agents | FastMCP server for Vietnamese stock analysis, providing 35+ tools for fetching quotes, financials, and technical indicators (144+), and generating… | No signals yet | No one-command install · Source | |
| 452 | Unranked | rasattrading-mcpmcp · ai-agents | A Binance price-action and liquidity-focused MCP server for AI agents, offering 39 tools for market data, analysis, screening, alerts, and order… | No signals yet | No one-command install · Source | |
| 453 | Unranked | vale-monitormcp · ai-agents | MCP server for a self-hosted Bybit dashboard providing read-only access to candles, prices, positions, balances, trading reports, and CRUD for alerts… | No signals yet | No one-command install · Source | |
| 454 | Unranked | finops-agentic-reconciliation-mcp-servermcp · ai-agents | This MCP server enables autonomous finance operations, providing tools to run 3-way matching audits, fetch unmatched invoices, trigger vendor holds… | No signals yet | No one-command install · Source | |
| 455 | Unranked | superagenticmcp · ai-agents | An MCP server that lets agents claim, work on, and finish units of work in a coordinated fleet, with lease and heartbeat protection, plus tools for… | No signals yet | No one-command install · Source | |
| 456 | Unranked | cicashmcp · ai-agents | MCP server for CIcash, a budget system that lets AI agents spend within bounded, expiring, revocable budgets. Provides tools for budget checks… | No signals yet | No one-command install · Source | |
| 457 | Unranked | credit-risk-intelligence-mcpmcp · ai-agents | MCP server that exposes the credit scoring model's deterministic tools (probability of default, SHAP explanations, typicality check, financial ratios)… | No signals yet | No one-command install · Source | |
| 458 | Unranked | parentsquare-mcpmcp · ai-agents | MCP server that gives Claude read access to your ParentSquare parent account, enabling queries about school posts, calendars, messages, directory… | No signals yet | No one-command install · Source | |
| 459 | Unranked | scantobill-mcp-servermcp · ai-agents | MCP server for ScanToBill, an AI-powered OCR platform that extracts structured JSON from invoices and business documents in Arabic and English. It… | No signals yet | No one-command install · Source | |
| 460 | Unranked | mcp-walletmcp · ai-agents | Chain-agnostic MCP wallet interface for durable AI agents, enabling autonomous creation, signing, and broadcasting of native transfers while keeping… | No signals yet | No one-command install · Source | |
| 461 | Unranked | omni-ai-routing-enginemcp · ai-agents | Edge-deployed predictive decision engine and circuit-breaker orchestrator for AI agents. Features low-latency telemetry, automated failover routing… | No signals yet | No one-command install · Source | |
| 462 | Unranked | dingdawg-agent-walletmcp · ai-agents | Provides MCP tools to enforce spend policies (allow, deny, step-up, allowlist) on agent wallets with an immutable audit trail. | No signals yet | No one-command install · Source | |
| 463 | Unranked | codeql-lsp-mcp-servermcp · ai-agents | Provides CodeQL language intelligence to AI agents via MCP, enabling completions, hover, definitions, references, diagnostics, formatting, and… | No signals yet | No one-command install · Source | |
| 464 | Unranked | ottomcp · ai-agents | Enables AI agents to operate a local financial terminal, including market data, backtesting, paper portfolio management, and news digest, through… | No signals yet | No one-command install · Source | |
| 465 | Unranked | payqlmcp · ai-agents | PayQL is an MCP server that lets any AI agent query The Graph and pay per query in USDC — gasless, keyless, bring-your-own-wallet. | No signals yet | No one-command install · Source | |
| 466 | Unranked | novapay-mcpmcp · ai-agents | MCP server for NovaPay that enables AI agents to create payment links, poll payment status, manage session lifecycle, and generate merchant keys. | No signals yet | No one-command install · Source | |
| 467 | Unranked | mcpbuddymcp · ai-agents | An account-scoped MCP connection hub for Claude, OpenAI and Grok, enabling private MCP endpoints, OAuth sign-in, Solana wallet binding, and content… | No signals yet | No one-command install · Source | |
| 468 | Unranked | base-l2-agent-kitmcp · ai-agents | MCP server for Base L2 DeFi — wallets, swaps, liquidity, price feeds, flash loans | No signals yet | No one-command install · Source | |
| 469 | Unranked | opspilot-mcp-servermcp · ai-agents | An AI Operations Investigation MCP server that enables LLMs to investigate order fulfillment incidents by correlating data across independent services… | No signals yet | No one-command install · Source | |
| 470 | Unranked | xmcp-demomcp · ai-agents | A demo MCP server built with the xmcp framework, providing a structured way to define custom tools, prompts, and resources. | No signals yet | No one-command install · Source | |
| 471 | Unranked | junction41-mcp-servermcp · ai-agents | MCP server for the Junction41 platform, providing 125 tools for agent lifecycle, jobs, workspace, payments, bounties, and more, enabling LLMs to… | No signals yet | No one-command install · Source | |
| 472 | Unranked | rhodium11-mcpmcp · ai-agents | MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules, orders, wallet, and feedback through any MCP-compatible AI agent. | No signals yet | No one-command install · Source | |
| 473 | Unranked | mcptestmcp · ai-agents | An MCP server that provides AI agents with database tools for querying customer profiles and financial audit data, featuring semantic caching and… | No signals yet | No one-command install · Source | |
| 474 | Unranked | finance-research-agentmcp · ai-agents | AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enabling sector screens, valuations, SWOTs, and forensic audits using Claude… | No signals yet | No one-command install · Source | |
| 475 | Unranked | stock-trading-simulator-mcpmcp · ai-agents | Enables conversational control of a Korean stock paper trading simulator. Users can view positions, adjust strategy parameters, and run backtests… | No signals yet | No one-command install · Source | |
| 476 | Unranked | global-news-intelligence-mcpmcp · ai-agents | MCP server that fetches, ranks, and summarizes global news from 28 RSS sources across 12 categories, exposing 16 tools for LLMs to query technology… | No signals yet | No one-command install · Source | |
| 477 | Unranked | payment-risk-exception-ai-agent-mcpmcp · ai-agents | MCP server that provides tools for retrieving transaction context and recording AI decisions or creating human reviews for payment risk exceptions… | No signals yet | No one-command install · Source | |
| 478 | Unranked | prespecmcp · ai-agents | An MCP server that provides curated test cases and behavior specifications for common software features, enabling AI coding agents to define… | No signals yet | No one-command install · Source | |
| 479 | Unranked | mcp-server-dolibarrmcp · ai-agents | An MCP server for Dolibarr ERP/CRM that lets Claude or any MCP-compatible client read and manage thirdparties, commercial proposals, contracts, and… | No signals yet | No one-command install · Source | |
| 480 | Unranked | commerceops-mcp-servermcp · ai-agents | CommerceOps MCP Server is an AI-native Model Context Protocol server for e-commerce operations, enabling AI agents to autonomously diagnose and… | No signals yet | No one-command install · Source | |
| 481 | Unranked | fabtally-safemcp · ai-agents | Read-only crypto safety MCP server that helps AI agents and wallets verify token honeypot risks, decode EIP-712 signatures, scan approval risks, and… | No signals yet | No one-command install · Source | |
| 482 | Unranked | commerce-ops-harnessmcp · ai-agents | Enables AI agents to investigate and resolve operational exceptions across orders, payments, inventory, and fulfillment through a multi-system truth… | No signals yet | No one-command install · Source | |
| 483 | Unranked | ask-gorilladesk-gorilladesk-mcpmcp · ai-agents | Read-only MCP server that lets Claude, ChatGPT, or Cursor answer pest-business questions from your GorillaDesk account in plain English—looks up… | No signals yet | No one-command install · Source | |
| 484 | Unranked | imprestmcp · ai-agents | MCP server that provides programmable spend limits and audit trails for AI agents, enabling them to make payments without risking the wallet. | No signals yet | No one-command install · Source | |
| 485 | Unranked | mcp-blockchainmcp · ai-agents | An MCP server that exposes blockchain data as native tools for AI agents, enabling read-only queries like wallet balances and token holdings on… | No signals yet | No one-command install · Source | |
| 486 | Unranked | lonestaroracle-mcp-servermcp · ai-agents | 38 AI data tools for Claude and any MCP-compatible agent covering crypto, DeFi, equities, commodities, energy, real estate, government intelligence… | No signals yet | No one-command install · Source | |
| 487 | Unranked | wdk-wallet-liquid-mcpmcp · ai-agents | Enables AI agents to interact with a Liquid network wallet, including balance checks, transaction history, and sending L-BTC or Liquid assets. Backed… | No signals yet | No one-command install · Source | |
| 488 | Unranked | finpay-mcp-servermcp · ai-agents | MCP server exposing a fictional payment domain as tools, resources, and prompts, enabling reasoning over transactions, payment hubs, services, and… | No signals yet | No one-command install · Source | |
| 489 | Unranked | gh-chaelynet-chainmemorymcp · ai-agents | Provides blockchain-based persistent memory storage for AI agents on the AICHAIN network. | No signals yet | No one-command install · Source | |
| 490 | Unranked | tijori-finance-mcpmcp · ai-agents | India's first MCP server for Indian equity research, enabling natural language queries on 5,000+ NSE/BSE listed companies directly from Claude. | No signals yet | No one-command install · Source | |
| 491 | Unranked | dreamnet-trading-trappersmcp · ai-agents | Enables agents to capture and validate market research including theses, entry conditions, targets, and invalidation, and bundle them into Warper… | No signals yet | No one-command install · Source | |
| 492 | Unranked | boc-valet-mcpmcp · ai-agents | Provides LLM agents with live access to Canadian economic and financial data (exchange rates, interest rates, inflation, etc.) through the Bank of… | No signals yet | No one-command install · Source | |
| 493 | Unranked | fluig-mcpmcp · ai-agents | Operates a TOTVS Fluig environment via AI agents or terminal, managing datasets, forms, global events, and BPM process definitions without Fluig… | No signals yet | No one-command install · Source | |
| 494 | Unranked | worldmodel-mcpmcp · ai-agents | Provides an external, validated state database for LLM agents to manage long-horizon tasks, with tools for defining schemas, invariants, actions… | No signals yet | No one-command install · Source | |
| 495 | Unranked | agentic-financial-advisormcp · ai-agents | Exposes portfolio allocation, concentration risk, retirement projections, RAG document search, and a full multi-agent financial advisor query as MCP… | No signals yet | No one-command install · Source | |
| 496 | Unranked | x402farm-mcpmcp · ai-agents | MCP server that provides AI agents with pay-per-call access to a suite of tools (honeypot check, token market, DeFi yields, etc.) via USDC on Base… | No signals yet | No one-command install · Source | |
| 497 | Unranked | x402engine-mcpmcp · ai-agents | MCP server providing AI agents access to 38 pay-per-call APIs (LLM, image, code, audio, crypto, web, IPFS) via HTTP 402 micropayments in USDC/USDm. | No signals yet | No one-command install · Source | |
| 498 | Unranked | computetoaimcp · ai-agents | A simulation engine for retirement planning, accessible via an MCP server that allows AI agents to create financial plans, manage income, expenses… | No signals yet | No one-command install · Source | |
| 499 | Unranked | finance-agentmcp · ai-agents | Personal finance MCP server that integrates Plaid bank data with local SQLite memory for conversational budgeting, goal tracking, and transaction… | No signals yet | No one-command install · Source | |
| 500 | Unranked | oanda-mcpmcp · ai-agents | Enables read-only access to OANDA v20 forex trading data, including price quotes, candlestick history, account summaries, positions, and 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.