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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

717 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
198.995tradingview-mcpmcp · ai-agentsAI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data, and 30+ technical analysis tools, integrated as an MCP server for…4,324 stars · 921 forksNo one-command install · Source
298.082mnemox-ai-tradememorymcp · ai-agentsPersistent outcome-weighted memory for trading agents with trade journaling, behavioral bias detection, and strategy adjustment.1,411 stars · 166 forksNo one-command install · Source
397.869agent-network-protocolmcp · ai-agentsOpen source protocol for agent communication, defining how agents connect with each other1,408 stars · 101 forksNo one-command install · Source
497.826ai-tradermcp · ai-agentsEnables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.1,063 stars · 146 forksNo one-command install · Source
596.682pv-bhat-vibe-checkmcp · ai-agentsThe definitive Vibe Coder's sanity check MCP server: Upgrade your agent with self-aware oversight.501 stars · 66 forksNo one-command install · Source
696.276trading-skillsmcp · ai-agentsProvides 32 trading analysis tools for AI-powered market analysis, including real-time data, technical indicators, options Greeks, scanners, and…350 stars · 79 forksNo one-command install · Source
795.524darknet-mcp-servermcp · ai-agentsDark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware tracking, Tor .onion access, blockchain intel, exploit search, stealer logs…319 stars · 39 forksNo one-command install · Source
894.749flox-mcpmcp · ai-agentsMCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators…223 stars · 38 forksNo one-command install · Source
994.487qveris-agent-toolkitmcp · ai-agentsCapability routing network for AI agents to discover, inspect, and call 10,000+ real-world financial capabilities through one unified MCP protocol.260 stars · 25 forksNo one-command install · Source
1094.337frappe-mcpmcp · ai-agentsAllows Frappe Framework apps to function as MCP servers, exposing Python-defined tools for LLM interaction.167 stars · 54 forksNo one-command install · Source
1193.351kukapay-crypto-indicatorsmcp · ai-agentsProvides AI trading agents with real-time technical analysis indicators and trading signals for cryptocurrency markets, enabling quantitative strategy…130 stars · 43 forksNo one-command install · Source
1293.145scottcjn-rustchain-bottubemcp · ai-agentsInteracts with RustChain's Proof-of-Antiquity blockchain and BoTTube video platform for mining, video content, and agent-to-agent communication.108 stars · 45 forksNo one-command install · Source
1390.698shinpr-sub-agentsmcp · ai-agentsDelegates tasks to specialized AI assistants in Cursor and Claude Code CLI tools by automatically discovering agent definition files and providing…96 stars · 16 forksNo one-command install · Source
1490.208agentimcp · ai-agentsEnables any MCP-compatible LLM client to autonomously hold, spend, earn, and receive cryptocurrency using native MCP tools, no code required.75 stars · 21 forksNo one-command install · Source
1589.574openinvestmcp · ai-agentsInvestment decision tools for AI agents: portfolio status, isolated multi-agent committee analysis, auditable verdict history, and lookahead-protected…82 stars · 13 forksNo one-command install · Source
1687.788llmquant-datamcp · ai-agentsAccess financial data including wiki articles, research papers, crypto and equity prices, macro indicators, and SEC filings via the LLMQuant platform.72 stars · 9 forksNo one-command install · Source
1785.201tvcontrolmcp · ai-agentsMCP server that enables AI agents to control TradingView Desktop locally, performing actions like chart analysis, Pine Script development, and…38 stars · 14 forksNo one-command install · Source
1883.744mcp-server-lightermcp · ai-agentsExposes Lighter DEX data (volume, points, rank, liquidity, airdrop eligibility) as MCP tools, letting LLM agents query wallet farming stats in natural…43 stars · 7 forksNo one-command install · Source
1982.403openfinclaw-climcp · ai-agentsEnables quant research, strategy generation, backtesting, and paper trading from natural language prompts, integrating with AI agents via an MCP…63 stars · 3 forksNo one-command install · Source
2081.482fused-udfmcp · ai-agentsPython-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to…26 stars · 10 forksNo one-command install · Source
2180.738agent402-mcpmcp · ai-agentsOpen-source MCP server exposing the Agent402.Tools catalog: 500+ deterministic pay-per-call tools for AI agents, including browser rendering, web…8 stars · 15 forksNo one-command install · Source
2280.448kukapay-defi-yields-mcpmcp · ai-agentsAn MCP server for AI agents to explore DeFi yield opportunities.16 stars · 12 forksNo one-command install · Source
2379.882kehvinbehvin-json-filtermcp · ai-agentsConverts JSON samples into TypeScript type definitions and filters large JSON files to extract only specified fields, eliminating unwanted data from…25 stars · 7 forksNo one-command install · Source
2479.363kukapay-crypto-news-mcpmcp · ai-agentsAn MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.15 stars · 11 forksNo one-command install · Source
2579.359promptly-structured-thinkingmcp · ai-agentsStructures reasoning processes through defined thought stages, managing a history of thoughts with metadata for transparent, step-by-step problem…28 stars · 5 forksNo one-command install · Source
2678.871bsv-mcpmcp · ai-agentsAn MCP Server for Bitcoin SV21 stars · 8 forksNo one-command install · Source
2778.510mission69b-t2000mcp · ai-agentsNon-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization…23 stars · 6 forksNo one-command install · Source
2877.436everything-mcpmcp · ai-agentsThe definitive MCP server for voidtools Everything - lightning-fast file search for AI agents.19 stars · 7 forksNo one-command install · Source
2976.745fibo-mcpmcp · ai-agentsProvides financial agents access to the Financial Industry Business Ontology (FIBO) for querying financial concepts, terms, and relationships through…23 stars · 4 forksNo one-command install · Source
3076.638sifter-ai-siftermcp · ai-agentsStructure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable…54 stars · 1 forkNo one-command install · Source
3176.278mcp-server-tronmcp · ai-agentsA comprehensive MCP server that enables AI agents to interact with the TRON blockchain, including tools for blockchain data, token transfers, smart…16 stars · 8 forksNo one-command install · Source
3275.845mayankthole-dhan-tradingmcp · ai-agentsControl your Dhan trading account through Claude using simple conversation. Check your account balance, view current holdings and positions, get live…7 stars · 10 forksNo one-command install · Source
3375.737housecall-pro-mcp-serversmcp · ai-agentsA collection of over 20 specialized MCP servers that enable LLMs to manage customers, jobs, scheduling, invoicing, materials, and more in Housecall…17 stars · 6 forksNo one-command install · Source
3474.994placenl2026-okx-trademcp · ai-agentsConnect AI agents to OKX cryptocurrency exchange with 145 tools covering spot, futures, options trading, algo orders, bots, and market data.141 starsNo commit datelisted No one-command install · Source
3574.422agenticempire-axintmcp · ai-agentsCompile TypeScript or Python definitions to native Swift — App Intents, SwiftUI, WidgetKit, and full apps.16 stars · 5 forksNo one-command install · Source
3674.288neosun100-tradingagents-chinese-stocksmcp · ai-agentsIntegrates multiple Chinese stock market data sources with multi-agent trading analysis for automated investment reports, backtesting strategies, and…12 stars · 8 forksNo one-command install · Source
3773.761kukapay-blockbeats-mcpmcp · ai-agentsAn MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.10 stars · 8 forksNo one-command install · Source
3873.658financeskillsmcp · ai-agentsAI-powered skills for financial professionals. Comprehensive collection of finance, accounting, audit, and compliance skills for AI agents. IFRS/GAAP…14 stars · 6 forksNo one-command install · Source
3973.182monero-mcp-servermcp · ai-agentsMCP server that gives AI agents a private Monero wallet, enabling balance checks, payment receiving, and XMR transfers through a tool interface.18 stars · 3 forksNo one-command install · Source
4072.722mcp-nfse-nacionalmcp · ai-agentsMCP server for querying Brazilian electronic service invoices (NFSe) from the national portal. Allows AI agents to authenticate with digital…15 stars · 4 forksNo one-command install · Source
4172.060nirholas-sperax-defimcp · ai-agentsalso listed as sperax-ecosystem-crypto-defi-mcp-serverProvides AI agents with access to the Sperax DeFi ecosystem on Arbitrum, including USDs stablecoin operations, SPA governance, veSPA staking, and…16 stars · 3 forksNo one-command install · Source
4371.653finclawmcp · ai-agentsMCP server that provides AI agents with financial tools including real-time quotes, backtesting, technical analysis, and multi-exchange data via a…1 star · 13 forksNo one-command install · Source
4471.077open-paper-trading-mcpmcp · ai-agentsProvides AI agents with tools for paper trading stocks, options, ETFs, and bonds, including advanced options strategies and risk analysis, using real…13 stars · 4 forksNo one-command install · Source
4570.949flowllm-ai-financemcp · ai-agentsOrchestrates multi-step financial research workflows by combining web search, data scraping, and market APIs to automatically extract security codes…24 stars · 1 forkNo one-command install · Source
4670.795langsmith-mcp-servermcp · ai-agentsTypeScript MCP server that enables AI agents to manage LangSmith traces, prompts, datasets, experiments, and billing through natural language.17 stars · 2 forksNo one-command install · Source
4770.579mcp-swapwizardmcp · ai-agentsDeFi execution layer for AI agents - swap, zap in/out of LP, route across AMMs on 5 EVM chains.7 stars · 7 forksNo one-command install · Source
4770.579kukapay-pumpswap-mcpmcp · ai-agentsEnabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.7 stars · 7 forksNo one-command install · Source
4969.255mishrasanjeev-agenticorgmcp · ai-agentsMulti-agent platform with integrations for finance, HR, marketing, and operations workflows.10 stars · 5 forksNo one-command install · Source
5068.847banco-mcpmcp · ai-agentsConnects Brazilian banks (Itaú, Bradesco, Nubank, etc.) to AI agents, enabling natural language queries about expenses, statements, investments, and…19 stars · 1 forkNo one-command install · Source
5168.634kukapay-crypto-projects-mcpmcp · ai-agentsProviding cryptocurrency project data from Mobula.io to AI agents.1 star · 10 forksNo one-command install · Source
5268.547niceberginc-solana-blockchainmcp · ai-agentsEnables interaction with the Solana blockchain for performing operations like querying account data, sending transactions, and interacting with smart…4 stars · 7 forksNo one-command install · Source
5367.906lightning-memorymcp · ai-agentsalso listed as singularityjason-lightning-memoryPersistent memory and payment safety for AI agents on Lightning. Enables agents to remember purchases, track vendor reputations, enforce budgets, and…9 stars · 5 forksNo one-command install · Source
5567.900plexmcpmcp · ai-agentsSelf-hostable orchestration platform providing centralized management, routing, and multi-tenant access control for multiple MCP servers with…13 stars · 2 forksNo one-command install · Source
5667.151osojdjd-deeplookmcp · ai-agentsFree company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies.12 stars · 2 forksNo one-command install · Source
5667.151conta-azul-mcpmcp · ai-agentsMCP server to connect Conta Azul ERP to AI agents, enabling natural language management of clients, products, sales, contracts, finances, and NF-e via…12 stars · 2 forksNo one-command install · Source
5867.085tonnode-mcpmcp · ai-agentsProvides AI agents with direct liteserver access to the TON blockchain for querying balances, account states, transactions, and contract get-methods…31 starsNo one-command install · Source
5966.871claude-agents-powermcp · ai-agentsProvides over 150 pre-built professional agent personas across business, technology, and operations roles in multiple languages, enabling users to…9 stars · 4 forksNo one-command install · Source
6066.258jordanburke-kuzudbmcp · ai-agentsProvides direct access to Kuzu graph databases through Cypher query execution, schema introspection, and database management with multi-agent…8 stars · 5 forksNo one-command install · Source
6166.032kukapay-raydium-launchlab-mcpmcp · ai-agentsAn MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).4 stars · 6 forksNo one-command install · Source
6265.543ahmetsbilgin-finbrain-mcpmcp · ai-agentsAccess institutional-grade alternative financial data directly in your LLM workflows.9 stars · 3 forksNo one-command install · Source
6365.138cryptoleek-solana-blockchainmcp · ai-agentsEnables Claude to interact with the Solana blockchain through specialized tools for retrieving validator information, estimating fees, fetching…7 stars · 5 forksNo one-command install · Source
6463.896crypto-multi-mcp-hubmcp · ai-agentsAI-driven command center for local crypto operations, integrating over a dozen MCPs for real-time market data, technical analysis, on-chain data, and…8 stars · 3 forksNo one-command install · Source
6563.694schemabrainmcp · ai-agentsSchemaBrain is an MCP server that sits between AI agents (Claude, Cursor, Windsurf) and your SQL database as a read-only trust + intelligence layer…9 stars · 2 forksNo one-command install · Source
6663.492openmm-mcpmcp · ai-agentsMCP server for OpenMM — exposes market data, account, trading, and strategy tools to AI agents via Claude Desktop, Claude Code, Cursor, Windsurf, and…3,674 installsNo commit datelisted No one-command install · Source
6763.155vitemcpmcp · ai-agentsA TypeScript framework for building stateless MCP servers, simplifying tool, resource, and prompt definitions with built-in auth, streaming, and edge…11 stars · 1 forkNo one-command install · Source
6862.111jaz-aimcp · ai-agentsThe complete agent surface for Jaz accounting, providing 284 MCP tools and domain knowledge for AI agents to handle accounting tasks.7 stars · 3 forksNo one-command install · Source
6961.934foundersosmcp · ai-agentsGive your AI the full context of how your business runs: CRM, finances, tasks, and memory in one self-hosted MCP server." Short + long descriptions…17 starsNo one-command install · Source
7061.891pykrx-mcpmcp · ai-agentsProvides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fundamentals, investor trading, short selling, and indices via MCP…3 stars · 5 forksNo one-command install · Source
7161.362kukapay-sui-trader-mcpmcp · ai-agentsAn MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.6 stars · 4 forksNo one-command install · Source
7260.684tipranksmcp · ai-agentsLive TipRanks financial data & analyst research for AI agents - analyst ratings, Smart Score, technicals, options, and your portfolios.15 starsNo one-command install · Source
7360.677mpp-mcp-gatewaymcp · ai-agentsA TypeScript library that lets you build MCP servers whose tools charge stablecoins per call and AI agents that pay for those tools automatically via…9 stars · 1 forkNo one-command install · Source
7360.677kg-memorymcp · ai-agentsAn MCP server that implements a heavily typed knowledge graph memory system with AI-powered entity and relation extraction, enabling structured…9 stars · 1 forkNo one-command install · Source
7560.262yaapmcp · ai-agentsDefinition, documentation, samples for Yet Another Agent Protocol (YAAP)7 stars · 2 forksNo one-command install · Source
7659.591skillauditmcp · ai-agentsSecurity scanner for AI agent skills and MCP servers. Detects credential theft, data exfiltration, prompt injection, obfuscated code, and 80+ threat…4,381 installsNo commit datelisted No one-command install · Source
7759.029redroostertech-swiftagentmcp · ai-agentsSwift SDK for Apple platforms that unifies AI tool declarations across Siri, Apple Intelligence, OpenAI, Anthropic, and MCP clients from a single…8 stars · 1 forkNo one-command install · Source
7759.029tempo-mcpmcp · ai-agentsMCP server for Tempo blockchain stablecoin payments, enabling AI agents to autonomously execute real-world payments.8 stars · 1 forkNo one-command install · Source
7958.185czagents-cnbmcp · ai-agentsCzech National Bank (ČNB) daily FX rates: fetch official CZK exchange rates, convert between currencies, fetch historical rates. Cached 10 min to ease…6 stars · 2 forksNo one-command install · Source
7958.185turtlestack-litemcp · ai-agentsMulti-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan with 40+ technical indicators, real-time trading, portfolio management…6 stars · 2 forksNo one-command install · Source
7958.185defibax-voice-recorder-whispermcp · ai-agentsIntegrates with OpenAI's Whisper model to provide voice recording and transcription capabilities for applications requiring speech-to-text…6 stars · 2 forksNo one-command install · Source
8257.927zoho-bookkeeper-mcpmcp · ai-agentsMCP server for Zoho Books integration, enabling AI agents to perform bookkeeping operations like managing journals, expenses, bills, invoices, and…1 star · 5 forksNo one-command install · Source
8357.754crypto-funds-mcpmcp · ai-agentsalso listed as kukapay-crypto-funds-mcpAn MCP server that provides AI agents with structured, real-time data on cryptocurrency investment funds, enabling deeper due diligence and portfolio…3 stars · 4 forksNo one-command install · Source
8557.364plutio-mcpmcp · ai-agentsEnables Claude and other MCP clients to interact with Plutio's business platform resources including CRM, projects, invoicing, and more through…5 stars · 3 forksNo one-command install · Source
8557.364kukapay-bridge-rates-mcpmcp · ai-agentsDelivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.5 stars · 3 forksNo one-command install · Source
8757.245planwrightmcp · ai-agentsEnables orchestration of autonomous coding agents (Claude Code, Cursor, etc.) through an objective-native planning board with hash-chained audit…7 stars · 1 forkNo one-command install · Source
8757.245seashailmcp · ai-agentsAgent-native, self-hosted MCP server for crypto trading and DeFi management. Enables agents to query balances, execute trades, and manage positions…7 stars · 1 forkNo one-command install · Source
8757.245y0exchange-mcpmcp · ai-agentsAn MCP server that gives AI agents real-time access to DeFi across multiple chains, enabling non-custodial crypto trading, portfolio queries, and…7 stars · 1 forkNo one-command install · Source
9055.515paean-dex-mcpmcp · ai-agentsDEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and Solana (Jupiter) for AI agents, with privacy-first design and…5 stars · 2 forksNo one-command install · Source
9055.515zenmemoriai-solanamcp · ai-agentsProvides a bridge between personal memory storage and Solana blockchain for storing, validating, and retrieving memory blocks with emotional context…5 stars · 2 forksNo one-command install · Source
9255.168financymcp · ai-agentsMCP server that exposes banking data (connections, accounts, balances, transactions) and agent skills, allowing AI agents to query and refresh…6 stars · 1 forkNo one-command install · Source
9352.498stralemcp · ai-agentsCapability marketplace providing AI agents with access to quality-scored business tools including company lookups, compliance checks, and financial…5 stars · 1 forkNo one-command install · Source
9352.498ocrosby-market-bridgemcp · ai-agentsBridges Tradovate, Bookmap, and Thinkorswim trading platforms to AI agents with tools for price data, volume profiles, order flow, key levels…5 stars · 1 forkNo one-command install · Source
9352.498solblademcp · ai-agentsAI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manage wallets with granular permissions, spend limits, and tamper-evident…5 stars · 1 forkNo one-command install · Source
9352.498dan1d-dolar-mcpmcp · ai-agentsArgentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP, CCL, crypto, tarjeta — plus currency conversion and spread calculator.5 stars · 1 forkNo one-command install · Source
9352.498aktools-pro-mcp-servermcp · ai-agentsAn enhanced MCP server that provides financial data and analysis tools for stocks, crypto, precious metals, and more, empowering AI agents with…5 stars · 1 forkNo one-command install · Source
9352.498tastytrade-mcp-servermcp · ai-agentsConnects your TastyTrade trading account to AI assistants like Claude Desktop and ChatGPT for conversational trading and portfolio management.5 stars · 1 forkNo one-command install · Source
9352.498claude-flow-mcpmcp · ai-agentsIntegrates with Claude Code to execute AI-powered code analysis and workflow automation, supporting pre-defined scenarios like code review and…5 stars · 1 forkNo one-command install · Source
10052.443danvega-springonemcp · ai-agentsProvides SpringOne 2025 conference session data through tools for counting sessions by date and retrieving all sessions, includes predefined prompts…3 stars · 3 forksNo 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.

Leaderboard · Armory