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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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ScoreUsageTestedMentionsStarsName
Lowest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

9,354 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
30122.557fabric-protocol-fabricmcp · otherDecentralized data fabric protocol for cross-chain asset management and verification.1 starNo one-command install · Source
30222.557dadang11-cryptoizmcp · otherProvides Solana DEX smart money signals including whale accumulation, divergence, and alpha scanning.1 starNo one-command install · Source
30322.557prizmadmcp · otherGenerate AI UGC video ads from any product URL.1 starNo one-command install · Source
30422.557meltingpixelsai-harvey-intelmcp · otherToken safety analysis, trading signals, and social intelligence for crypto markets.1 starNo one-command install · Source
30522.557sterion66-godotmcp · otherComprehensive Godot 4 integration with 40+ tools for project management, scripting, assets, and runtime control.1 starNo one-command install · Source
30622.557mcp-working-context-optimizermcp · otherPrevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core…1 starNo one-command install · Source
30722.557gregario-tft-oraclemcp · otherProvides accurate Teamfight Tactics champion, trait, item, augment, and rolling odds data sourced from CommunityDragon.1 starNo one-command install · Source
30822.557gh-ricklentz-x3dmcp · otherGenerate, validate, and convert ISO-standard X3D (Extensible 3D) content with full scene graph control.1 starNo one-command install · Source
30922.557seanlok-tcg-mcpmcp · otherPokemon TCG tools: PSA grading lookups, collection management, and multi-provider card pricing.1 starNo one-command install · Source
31022.557drboria-md-todomcp · otherTask management and approval workflows with 6 tools for creating, managing, approving, and delegating todo items.1 starNo one-command install · Source
31122.557gh-fr1sk-tmuxmcp · otherProvides visibility into tmux terminal sessions with tools to list sessions, capture output, and send commands.1 starNo one-command install · Source
31222.557living-hi-one-person-company-osmcp · otherVisual operating cockpit for AI-native solo founders to build and update their company operating system.1 starNo one-command install · Source
31322.557samarth-23-eng-india-rtomcp · otherIndian vehicle RTO services: number plate decoding, road tax, and office lookup.1 starNo one-command install · Source
31422.557britus-eofmcp · otherQt-based source code management providing file operations and metadata extraction for local development workflows1 starNo one-command install · Source
31522.557arjanvandermeer-thai-transliteratemcp · otherConverts Thai text to Roman script with ranked transliteration variants, word-level processing, and fuzzy English matching.1 starNo one-command install · Source
31622.557filingfirehosemcp · otherAccess parsed SEC EDGAR filings including 8-Ks, Schedule 13D/G activist filings, and ATM offerings directly from AI clients.1 starNo one-command install · Source
31722.557dontsovcmc-yandex-market-sellermcp · otherManage Yandex Market seller listings, orders, and catalog data.1 starNo one-command install · Source
31822.557gpavan1992-globalpulsemcp · otherProvides real-world macroeconomic, climate, disaster, trade, aviation, and country data from institutional sources.1 starNo one-command install · Source
31922.557vitrine3d-mcpmcp · other3D product viewer platform with a visual editor. Upload GLB models, style scenes with lighting, camera, and backgrounds, and embed on any website…1 stararmory install vitrine3d-mcp --cli claude
32022.557tor-mcpmcp · otherRoutes web requests from AI tools through Tor for anonymized fetching, with selective per-URL routing to bypass Tor-blocking sites.1 starNo one-command install · Source
32122.557sonic-boommcp · otherEncodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that vision-capable AI models can read to bypass token limits for…1 starNo one-command install · Source
32222.557eighty-mcpmcp · otherEnables MCP-compatible clients to read and write a gamified self-improvement RPG character sheet, including quest management, profile viewing, skills…1 starNo one-command install · Source
32322.557eightymcp · otherGamified personal development app where users complete real-world quests, build character stats, and progress through skill trees.1 starNo one-command install · Source
32422.557apogeoapimcp · otherGeographic data MCP providing country info, states, cities, IP geolocation, and live currency rates.1 starNo one-command install · Source
32522.557olaola-supplement-mcpmcp · otherConnects a model to OlaOla supplement store data for personalized supplement recommendations, order history, and cart planning.1 starNo one-command install · Source
32622.557tlaplus-mcpmcp · otherExposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tools via the Model Context Protocol, enabling AI assistants to parse…1 starNo one-command install · Source
32722.557tpjnorton-swiss-public-transportmcp · otherJourney planning, live station boards, delays, and SBB ticket links for Swiss public transport.1 starNo one-command install · Source
32822.557qso-graph-potamcp · otherLive activator spots, park info, activator/hunter stats, and scheduled activations.1 starNo one-command install · Source
32922.557qso-graph-sotamcp · otherLive spots, activation alerts, summit info, and nearby summits for SOTA operations.1 starNo one-command install · Source
33022.557qso-graph-lotwmcp · otherQuery ARRL LoTW confirmations, uploaded QSOs, DXCC credits, and user activity.1 starNo one-command install · Source
33122.557zippmcp · otherMulti-language crypto news aggregator with editorial sentiment and importance scoring.1 starNo one-command install · Source
33222.557mobileshop9991-clipwisemcp · otherAccess Clipwise tools for short-form video creators, including TikTok trend research, platform guidance, and viral content analysis.1 starNo one-command install · Source
33322.557selfpy-science-aimcp · otherAcademic peer-review, research gap analysis, journal recommendations, and article writing tools.1 starNo one-command install · Source
33422.557gh-rengon0x-noesismcp · otherAnalyzes Solana blockchain tokens, wallets, and on-chain activity with 19 intelligence tools.1 starNo one-command install · Source
33522.557goww7-acttracemcp · otherClassify AI systems under the EU AI Act and generate Article 50 transparency notices.1 starNo one-command install · Source
33622.557clauxel-cli-anything-hubmcp · otherExposes CLI tools to AI assistants with tool listing, command execution, schema validation, and result receipts.1 starNo one-command install · Source
33722.557den-indance-google-trendsmcp · otherGoogle Trends MCP with proxy rotation and auto-retry to work around Google anti-bot measures.1 starNo one-command install · Source
33822.557rwa-attestmcp · otherProvides cryptographically verifiable RWA trust attestations and multi-chain DeFi data (TVL, top protocols, positioning scorecards) via MCP tools for…1 starNo one-command install · Source
33922.557boska-voxmcp · otherNative macOS voice I/O for AI assistants using SFSpeechRecognizer and optional ElevenLabs TTS.1 starNo one-command install · Source
34022.557den-indance-network-diagrammcp · otherAI-driven network topology editor with 44 tools: nmap/CSV import, SSH access, and multi-sheet support.1 starNo one-command install · Source
34122.557bmbrickmcp · otherConvert local images into LEGO-style brick mosaic previews with AI-powered color quantization.1 starNo one-command install · Source
34222.557dingdawg-compliancemcp · otherEU AI Act and Colorado AI Act compliance scoring in 60 seconds.1 starNo one-command install · Source
34322.557revit-convertermcp · otherConvert Revit BIM files and query building data via natural language through MCP.1 starNo one-command install · Source
34422.557gaudiolab-audio-aimcp · otherSeparate audio stems, extract dialogue from video, and sync lyrics with timestamps.1 starNo one-command install · Source
34522.557chrisbusbin-pixel-prop-firm-deal-findermcp · otherEnables AI assistants to query live discount codes and compare funded trading challenges across 19+ prop firms.1 starNo one-command install · Source
34622.557cdisc-sdtm-validator-mcpmcp · otherValidates CDISC SDTM datasets against SDTMIG 3.4 specifications, offering tools for required variables, controlled terminology, and full dataset…1 starNo one-command install · Source
34722.557arifur9993-attendance-engine-mcpmcp · otherWorkforce attendance, overtime, overnight shifts, rotating rosters, and California wage-and-hour compliance (Labor Code §§ 226.7, 512; Donohue v…1 starNo one-command install · Source
34822.557ariroffe72-zmanimmcp · otherCalculates Jewish prayer times for any global location1 starNo one-command install · Source
34922.557fittin-mcpmcp · otherEnables startup protection checks directly from your editor, analyzing clone risk, defensibility, and patentable features in about 2 minutes.1 starNo one-command install · Source
35022.557cmr-client-healthmcp · otherEnables client success teams to get instant, natural-language health reads on client accounts with tools for overall health, low-performing courses…1 starNo one-command install · Source
35122.557regulated-ai-compliancemcp · otherEU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety — grounded compliance citations for any MCP client.1 starNo one-command install · Source
35222.557sentiment-analyzermcp · otherProvides a hello and echo tool for basic interaction.1 starNo one-command install · Source
35322.557miller-joe-comfyuimcp · otherControls a local ComfyUI instance for text-to-image generation, variations, refinement, and upscaling.1 starNo one-command install · Source
35422.557easy8mcp · otherProject management MCP built into Easy8 for listing projects, managing issues, and automating workflow tasks.1 starNo one-command install · Source
35522.557carlamcpmcp · otherEnables natural language-driven creation and execution of autonomous-vehicle scenarios in the CARLA simulator, with validated primitives and replay…1 starNo one-command install · Source
35622.557opcua2mcpmcp · otherConverts OPC UA sensor data into MCP-compatible tools and exposes machine health via both HTTP and MCP.1 starNo one-command install · Source
35722.557lecka-nutrition-race-plannermcp · otherRace nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns…1 starNo one-command install · Source
35822.557libvirt-mcpmcp · otherEnables management of KVM/QEMU virtual machines on remote libvirt hosts via SSH, with tools for inspection, lifecycle management, snapshots, and…1 starNo one-command install · Source
35922.557hakimjonas-lambemcp · otherQuery, validate, and inspect JSON, YAML, TOML, HCL, XML, CSV, and TSV with a composable pipeline syntax.1 starNo one-command install · Source
36022.557linguamcpmcp · otherServes daily language lessons from a structured curriculum, enabling natural practice through conversation with AI tutors that track progress.1 starNo one-command install · Source
36122.557yotsuda-markdownpointermcp · otherMarkdown viewer for AI-assisted document review with element-level path and line number copying.1 starNo one-command install · Source
36222.557markdownpointermcp · otherEnables AI to open, navigate, and export Markdown documents, and to import/export PPTX files.1 starNo one-command install · Source
36322.557taiwan-payrollmcp · otherTaiwan statutory payroll calculation — labor & health insurance, labor pension, 2nd-gen NHI supplementary premium, income-tax withholding, and old-age…1 starNo one-command install · Source
36422.557world-bank-economic-mcpmcp · otherProvides macro-economic data from World Bank, IMF, FRED, OECD, and RBI through a unified get_indicator interface.1 starNo one-command install · Source
36522.557unit-converter-mcpmcp · otherConverts units, currencies, timezones, and dates with a generous free tier of 500 calls/month.1 starNo one-command install · Source
36622.557mcp-divoom-lanmcp · otherEnables AI clients to control Divoom LAN devices, including watchface management, brightness adjustment, and screen control through natural language.1 starNo one-command install · Source
36722.557delta-mcpmcp · otherToken-efficient MCP reimplementation with progressive tool discovery, result handling, and compact wire encoding, reducing token usage by up to 89% on…1 starNo one-command install · Source
36822.557ctrl-mcpmcp · otherThe on-chain automation layer. Live on Base. Automate your workflows with the CTRL MCP. Sign once. Execute forever.1 starNo one-command install · Source
36922.557topease-customs-datamcp · other全球海关贸易数据MCP服务器，支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。1 starNo one-command install · Source
37022.557cliqo-mcpmcp · otherEnables users to manage short links via cliqo.link, including creating, listing, viewing, and revoking links, as well as checking credit balances.1 starNo one-command install · Source
37122.557wwise-mcpmcp · otherEnables natural language control of Wwise audio middleware, allowing project auditing, batch editing, event creation, and reference checking through…1 starNo one-command install · Source
37222.557pwsh-execmcp · otherEnables running PowerShell commands on Windows via a single tool, returning raw stdout/stderr and exit code.1 starNo one-command install · Source
37322.557swiggy-deal-findermcp · otherFinds the cheapest nearby option for a dish on your own Swiggy account, ranked by final post-coupon payable amount.1 starNo one-command install · Source
37422.557ssh-mcp-2mcp · otherEnables SSH interactive session management through MCP, supporting commands, menus, and session lifecycle operations.1 starNo one-command install · Source
37522.557coer-nucleusmcp · otherMaps any niche domain into a structured talent and ecosystem landscape using the CoER method. Enables MCP clients to read landscapes and contribute…1 starNo one-command install · Source
37622.557tradingview-mcp-indiamcp · otherEnables Indian stock-market (NSE/BSE) analysis via TradingView data, including top gainers, technical analysis, and backtesting tools.1 starNo one-command install · Source
37722.557proprius-labs-pocketscoutmcp · otherAggregates structural, chemical, and literature data to evaluate druggable protein binding pockets for drug discovery.1 starNo one-command install · Source
37822.557beebjit-mcpmcp · otherLets an AI application instantiate, connect to, drive, capture output from, and interrogate a real BBC Micro emulator.1 starNo one-command install · Source
37922.557solguardmcp · otherOn-chain Solana token safety MCP — screens SPL / Token-2022 tokens for rug-pull and honeypot patterns (mint/freeze authority, liquidity, holders…1 starNo one-command install · Source
38022.557siglent-sds-mcpmcp · otherEnables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, configure acquisition, capture waveforms, and analyze signal quality…1 starNo one-command install · Source
38122.557microbefunction-mcpmcp · otherSupports querying and downloading MGnify genome data and performing KEGG functional annotation and module completeness analysis for microbial genomes.1 starNo one-command install · Source
38222.557open-source-literature-mcpmcp · otherEnables automatic literature discovery, screening, and ranking across OpenAlex, Semantic Scholar, and arXiv, with tools for exporting to Zotero and…1 starNo one-command install · Source
38322.557dingjie-erp-mcpmcp · otherEnables AI assistants to query and operate Dingjie ERP system via natural language, covering procurement, sales, and material management.1 starNo one-command install · Source
38422.557dev-mcpmcp · otherTurns AI assistants into active Technical Project Managers by providing a persistent project brain and workflow tools for onboarding, session…1 starNo one-command install · Source
38522.557com-wpwriter-wordpressmcp · otherConnects self-hosted WordPress sites to AI assistants for content creation, SEO, media management, and WooCommerce via 163 tools across 33 categories.1 starNo one-command install · Source
38622.557gh-oborchers-tablestakesmcp · otherRead and edit HTML and Markdown tables in GitBook-synced documents with token-efficient pipe format conversion.1 starNo one-command install · Source
38722.557climate-peer-comparisonmcp · otherGenerates peer comparison reports on emissions trends, reduction targets, and gaps for companies in a given SICS sector/sub-sector using live data…1 starNo one-command install · Source
38822.557toolstem-sec-intelligencemcp · otherDelivers pre-computed financial intelligence from SEC EDGAR filings including insider signals, institutional activity, and material events digests.1 starNo one-command install · Source
38922.557guardxmcp · otherA keyless, defensive code-security auditor that scans codebases for hardcoded secrets, audits dependencies for known CVEs, and checks passwords…1 starNo one-command install · Source
39022.557numertel-mcpmcp · otherPolish phone number lookup: who called, spam and scam checks, UKE DNO registry, CERT phishing stats1 starNo one-command install · Source
39122.557ecommapimcp · otherEnables AI-powered analysis of e-commerce products and sales data, proposing price and description changes that require human approval before being…1 starNo one-command install · Source
39222.557theyahia-cdekmcp · otherIntegrates with CDEK for tariff calculation, order management, and shipment tracking.1 starNo one-command install · Source
39322.557theyahia-elma365mcp · otherIntegrates with ELMA365 for application elements and BPM task management.1 starNo one-command install · Source
39422.557theyahia-cbrmcp · otherCurrency exchange rates, key rate, precious metals pricing, and conversion from the Central Bank of Russia.1 starNo one-command install · Source
39522.557mcp-pymetasploit3mcp · otherEnables interaction with Metasploit Framework via the msfrpc protocol, exposing tools for module management, session control, and exploitation through…1 starNo one-command install · Source
39622.557daedalus-pymetasploit3mcp · otherExposes Metasploit Framework capabilities via pymetasploit3 for exploit management and penetration testing.1 starNo one-command install · Source
39722.557coderegistrymcp · otherEnterprise code intelligence for M&A, security audits, and technical debt analysis.1 starNo one-command install · Source
39822.557sentor-mcpmcp · otherConnects entity-based sentiment analysis, document clustering, and topic naming to MCP-compatible AI assistants.1 starNo one-command install · Source
39922.557tiktapdown-mcpmcp · otherTikTok creator toolkit for AI assistants. Four tools: download watermark-free videos by URL, look up curated 15-hashtag sets for 15 niches with…1 starNo one-command install · Source
40022.557csoai-org-dora-compliance-mcpmcp · otherTools for Digital Operational Resilience Act compliance and documentation.1 starNo 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