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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

8,617 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
10.272fyndlingmcp · other# fyndling-mcp Built for **medieval market fans, reenactors, and living-history enthusiasts** — and the AI assistants that help them plan. Fyndling…213 installsNo commit datelisted No one-command install · Source
20.544xskill-aimcp · otherAI content generation toolkit with 50+ models. Image/video generation (Seedance 2.0, FLUX, Kling, Sora), TTS, voice cloning, and more.214 installsNo commit datelisted No one-command install · Source
32.539preciomx-price-tracker-mexicomcp · otherRastreador de precios para Mercado Libre Mexico. 120K+ productos con historial de precios, Deal Score, tendencias y recomendaciones de compra en…242 installsNo commit datelisted No one-command install · Source
43.537alan-mcintyremcp · otherQuery Alan McIntyre's consulting profile — skills, project history, availability, and technical background for CodeReclaimers LLC engagements.393 installsNo commit datelisted No one-command install · Source
53.809sg-regulatory-data-mcpmcp · othersg-regulatory-data-mcp245 installsNo commit datelisted No one-command install · Source
63.809boostaudiomcp · otherAI audio tools for music producers — stem splitting, vocal removal, BPM & key detection, audio-to-MIDI, format conversion, trimming, video-to-audio…394 installsNo commit datelisted No one-command install · Source
74.444muell-iomcp · othermuell-io252 installsNo commit datelisted No one-command install · Source
85.079flowsheetsmcp · otherTrigger workflows, manage worksheets, and collaborate on record discussions. Create, update, and delete records in bulk, generate share links, and get…264 installsNo commit datelisted No one-command install · Source
95.714witness-protocolmcp · otherwitness-protocol270 installsNo commit datelisted No one-command install · Source
106.984crypto-quant-signal-mcpmcp · othercrypto-quant-signal-mcp282 installsNo commit datelisted No one-command install · Source
117.619wheretohitmcp · otherwheretohit287 installsNo commit datelisted No one-command install · Source
129.523podcast-commerce-intelligencemcp · otherExtract product mentions, sponsors, and trends from podcast transcripts. Returns structured data with product names, categories, confidence scores…290 installsNo commit datelisted No one-command install · Source
1310.158mansamcp · othermansa300 installsNo commit datelisted No one-command install · Source
1410.340ganttamcp · otherGantta is an AI-powered project management tool that turns conversations into actionable project plans, timelines, and task breakdowns. Tools Create…567 installsNo commit datelisted No one-command install · Source
1510.884dezignworksmcp · otherQuery DezignWorks reverse engineering software — features, file format compatibility, pricing, and technical capabilities for CAD sketch…596 installsNo commit datelisted No one-command install · Source
1611.428basinvaultmcp · otherBasinVault Sales MCP gives AI assistants accurate, up-to-date facts about BasinVault—modules (Basin Intel, Company Vault, Equipment, free field…636 installsNo commit datelisted No one-command install · Source
1711.700cloud101-koreamcp · other키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 및 한국 기술 시장에 관심 있는 이용자들을 위한 curated 업데이트 허브입니다. 리서치, 기사 작성, 이벤트 기획 등에…653 installsNo commit datelisted No one-command install · Source
1812.063lucy-apromcp · otherlucy-apro313 installsNo commit datelisted No one-command install · Source
1912.698meetsync-mcpmcp · othermeetsync-mcp322 installsNo commit datelisted No one-command install · Source
2013.061paris-wedding-celebrantmcp · otherParis elopement and wedding ceremony guide — packages, venues, and vendor recommendations by Naïm Terrache700 installsNo commit datelisted No one-command install · Source
2113.333legal-docsmcp · otherlegal-docs324 installsNo commit datelisted No one-command install · Source
2213.968aaaa-nexusmcp · otheraaaa-nexus331 installsNo commit datelisted No one-command install · Source
2314.421chairflowmcp · otherHazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availability, manage reservations, capture leads, and get business info for…755 installsNo commit datelisted No one-command install · Source
2415.238settlegrid-discoverymcp · othersettlegrid-discovery337 installsNo commit datelisted No one-command install · Source
2515.238outtolunchmcp · otherDaily world briefing that tells AI assistants what's actually happening right now. Leaders, conflicts, deaths, economic data, holidays. Updated daily…806 installsNo commit datelisted No one-command install · Source
2616.507docpulse-mcpmcp · otherdocpulse-mcp341 installsNo commit datelisted No one-command install · Source
2716.870li-fimcp · otherCross-chain swaps, bridging, and DeFi yield discovery via the LI.FI aggregator. Provides MCP tools for quotes, routes, token and chain metadata…901 installsNo commit datelisted No one-command install · Source
2817.777human-statemcp · otherhuman-state364 installsNo commit datelisted No one-command install · Source
2918.412sucesio-mcpmcp · otherThe AI Seller for Sucesio.io — digital estate planning for expats in Europe. Structured data on product, pricing, use cases, security, and B2B…368 installsNo commit datelisted No one-command install · Source
3020.408doorvault-ideal-scoringmcp · otherReal estate investment tools powered by DoorVault IDEAL Scoring v2.0. Analyze any rental property deal and get a structured verdict…1,073 installsNo commit datelisted No one-command install · Source
3120.952test-101-2mcp · othertest-101438 installsNo commit datelisted No one-command install · Source
3220.952test-101mcp · othertest-101438 installsNo commit datelisted No one-command install · Source
3320.952etapa-2mcp · otherEtapa is an AI cycling coach for beginners and returning riders. Most cycling apps assume you already speak the language (FTP, TSS, zone 2). Etapa…1,168 installsNo commit datelisted No one-command install · Source
3421.496arabi-maak-gulf-arabic-dictionarymcp · otherLook up Gulf Arabic words with pronunciation, example sentences, and cultural context. 30 essential words across 12 categories — greetings, slang…1,185 installsNo commit datelisted No one-command install · Source
3522.222korean-cryptomcp · otherAccess real-time price data, order books, and candle information from major Korean exchanges like Upbit and Bithumb. Track the Kimchi premium by…473 installsNo commit datelisted No one-command install · Source
3622.557wutian122-linux-sshmcp · otherProvides secure SSH connectivity to Linux systems with connection pooling, intelligent caching, and token-optimized output for remote command…1 starNo commit datelisted No one-command install · Source
3722.557uncletim-gz-oprocessmcp · otherProcess classification engine using APQC, ITIL, and SCOR reference frameworks with KPI mapping.1 starNo commit datelisted No one-command install · Source
3822.557rivalmcp · otherQuery AI model benchmarks, pricing, and comparisons from rival.tips.1 starNo commit datelisted No one-command install · Source
3922.557redpanda-docsmcp · otherGet authoritative answers to questions about Redpanda1 starNo commit datelisted No one-command install · Source
4022.557nowah-travelmcp · otherAI travel concierge with flights, hotels, 116M+ points of interest, visa requirements, live flight tracking, and trip management.1 starNo commit datelisted No one-command install · Source
4122.557gh-readmigo-shipkitmcp · otherUnified app publishing for Google Play, App Store, and 10+ Chinese stores.1 starNo commit datelisted No one-command install · Source
4222.557datavorous-puchai-reddit-productivitymcp · otherCombines Reddit content analysis with personal productivity features, scraping posts across multiple subreddits using fuzzy keyword matching and…1 starNo commit datelisted No one-command install · Source
4322.557cyberia-to-bostrommcp · otherComprehensive Bostrom blockchain tools for reading chain state and signing transactions.1 starNo commit datelisted No one-command install · Source
4422.557ansvar-automotive-cybersecuritymcp · otherAutomotive cybersecurity standards reference covering R155/R156, ISO 21434, TISAX, and AUTOSAR.1 starNo commit datelisted No one-command install · Source
4522.557canlgz-markitdownmcp · otherConverts various file formats including PDF, PowerPoint, Word, Excel, images, audio, HTML, and text-based formats to Markdown through a simple '/md'…1 starNo one-command install · Source
4622.557urlscanmcp · otherProvides a bridge to urlscan.io for analyzing website security and content information through a single tool that accepts URL parameters and returns…1 starNo one-command install · Source
4722.557ismsmcp · otherIntegrates Mistral AI and Qdrant to provide intelligent security workflows for automated risk assessment, policy management, and contextual incident…1 starNo one-command install · Source
4822.557rajnaveen344-lsp-toolsmcp · otherProvides regex-based text analysis capabilities for developers to precisely locate character and line positions of pattern matches within files, with…1 starNo one-command install · Source
4922.557shell-command-runnermcp · otherEnables AI systems to execute shell commands and scripts securely with proper output handling for system automation, file manipulation, and…1 starNo one-command install · Source
5022.557datetimemcp · otherProvides datetime functionality for Cursor IDE, enabling accurate timestamp generation and datetime operations for changelogs, documentation…1 starNo one-command install · Source
5122.557flux-image-generatormcp · otherProvides a bridge to Black Forest Lab's FLUX model for generating images with customizable parameters like dimensions and safety settings through…1 starNo one-command install · Source
5222.557nathannj-notesmcp · otherManages markdown notes in a specified directory with tools for creating, reading, updating, and listing files while tracking timestamps and…1 starNo one-command install · Source
5322.557longjianjiang-mermaidmcp · otherProvides a bridge to mermaid.js for generating flowcharts, sequence diagrams, and other visualizations through natural language1 starNo one-command install · Source
5422.557packetnomad-linearmcp · otherIntegrates with Linear's issue tracking system for creating, retrieving, updating, and managing issues, comments, projects, and team workflows with…1 starNo one-command install · Source
5522.557tanker327-uuid-generatormcp · otherGenerates timestamp-based UUID v7 identifiers that are chronologically sortable and collision-resistant, following RFC standards for reliable unique…1 starNo one-command install · Source
5622.557dice-rollmcp · otherProvides a simple dice rolling tool that generates random rolls with customizable dice faces and quantities, returning both individual results and…1 starNo one-command install · Source
5722.557vaibhavgeek-one-inch-cross-chain-swapmcp · otherExecute cross-chain token swaps using 1inch Fusion+1 starNo one-command install · Source
5822.557zeeroiq-pet-adoption-schedulermcp · otherEnables scheduling pet adoption appointments by providing a tool that returns a future timestamp when given a pet ID and name.1 starNo one-command install · Source
5922.557kaiafunmcp · otherEnables interaction with the KaiaFun memecoin platform for listing, buying, selling, and managing tokens on the Kaia blockchain.1 starNo one-command install · Source
6022.557omer-ayhan-custom-contextmcp · otherTransforms unstructured text into structured JSON data using customizable templates with placeholders for extracting key information and generating…1 starNo one-command install · Source
6122.557saurabhdaware-abellmcp · otherEnables AI assistants to interact with Abell static site generator for retrieving syntax documentation and scaffolding complete applications through…1 starNo one-command install · Source
6222.557chuk-mcp-s3-bucket-managermcp · otherThe CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 buckets using the MCP runtime. This utility provides a simple interface…1 starNo one-command install · Source
6322.557personality-test-mcpmcp · otherEnables AI models to administer personality tests, score responses, and provide personality type assessments, with optional integration with Ollama…1 starNo one-command install · Source
6422.557rossja-asnlookupmcp · otherProvides network analysis tools for security professionals, enabling IP address lookups with ASN information and organization details for incident…1 starNo one-command install · Source
6522.557mcp-ortoolsmcp · otherEnables Large Language Models to submit and solve constraint satisfaction and optimization problems using Google OR-Tools through JSON model…1 starNo one-command install · Source
6622.557u3588064-entity-resolutionmcp · otherCompares entities using syntactic and semantic methods to determine if differently formatted records refer to the same real-world entity, ideal for…1 starNo one-command install · Source
6722.557anish-1101-lab-sticky-notesmcp · otherEnables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system1 starNo one-command install · Source
6822.557zerodha-kitemcp · otherEnables natural language interaction with Zerodha Kite trading platform for executing stock orders, retrieving portfolio information, and managing…1 starNo one-command install · Source
6922.557chakotay-lee-source-codemcp · otherManage source code and files on your machine1 starNo one-command install · Source
7022.557league-of-legendsmcp · otherProvides real-time access to League of Legends esports data including live matches, schedules, leagues, event details, and VODs through a standardized…1 starNo one-command install · Source
7122.557chapel-supportmcp · otherEnables AI assistants to work with Chapel code, including compiling, linting, and accessing educational primers.1 starNo one-command install · Source
7222.557intelliglow-smart-lightingmcp · otherProvides intelligent smart lighting control through UDP network communication, enabling discovery, connection, and control of physical smart bulbs on…1 starNo one-command install · Source
7322.557jpbullalayao-pokepastemcp · otherConverts Pokemon team compositions into shareable Pokepaste URLs by accepting detailed Pokemon configurations including stats, moves, abilities…1 starNo one-command install · Source
7422.557radiateb2b-linkedin-adsmcp · otherAnalyse your LinkedIn Ads performance. Compare to benchmarks and get optimisation recommendations.1 starNo one-command install · Source
7522.557kukapay-ensmcp · otherResolves ENS domains to Ethereum addresses and retrieves comprehensive domain information including ownership, registration history, and resolver…1 starNo one-command install · Source
7622.557vultr-dns-mcpmcp · otherEnables management of Vultr DNS records through natural language with AI assistants or direct Python integration.1 starNo one-command install · Source
7722.557philips-hue-mcp-servicemcp · otherEnables control of Philips Hue lights through the Model Context Protocol, providing tools for turning lights on/off, setting brightness and color, and…1 starNo one-command install · Source
7822.557ytmcpmcp · otherEnables AI assistants to fetch YouTube video transcripts with precise timestamps, multi-language support, and time-range filtering.1 starNo one-command install · Source
7922.557context-composemcp · otherA system for defining, composing, and managing task-specific contexts for AI-powered development, enabling consistent, high-quality results.1 starNo one-command install · Source
8022.557jina-ai-readermcp · otherConverts web pages into clean Markdown format using Jina AI's r.jina.ai service with automatic content caching, token counting, and change detection…1 starNo one-command install · Source
8122.557admica-autobuildmcp · otherProvides profile-based build automation with asynchronous queuing, file system watching, and lifecycle management for automated builds, continuous…1 starNo one-command install · Source
8222.557puchai-resume-portfoliomcp · otherServes personal resume data in multiple formats and fetches web content with automatic format conversion, validation tools, and content simplification…1 starNo one-command install · Source
8322.557auto-video-generator-mcpmcp · otherAn MCP-based intelligent video generation system that automatically adds subtitles, synthesizes voice, and edits video clips.1 starNo one-command install · Source
8422.557puffer-finance-mcpmcp · otherEnables cross-chain bridging via Everclear and Chainlink CCIP, and management of DeFi strategies on Puffer Finance across multiple networks.1 starNo one-command install · Source
8522.557stonksmcp · otherAutomates stock analysis and news updates in Google Sheets using AI-powered insights, enabling users to manage stock data and generate comprehensive…1 starNo one-command install · Source
8622.557webpage-timestampsmcp · otherExtracts webpage creation, modification, and publication timestamps from HTML meta tags, HTTP headers, JSON-LD structured data, microdata, OpenGraph…1 starNo one-command install · Source
8722.557tdd-mcpmcp · otherGuides developers through disciplined Test-Driven Development cycles with session state management and phase transitions, ensuring test-first…1 starNo one-command install · Source
8822.557splice-weavermcp · otherProvides AST-powered semantic code editing capabilities across 20+ programming languages through ast-grep integration, enabling precise…1 starNo one-command install · Source
8922.557mcp-clipboardifymcp · otherProvides clipboard access tools (get and set) for AI assistants via the Model Context Protocol, enabling seamless clipboard operations across…1 starNo one-command install · Source
9022.557a-share-mcpmcp · otherEnables users to query Chinese A-share stock data, including stock basics, historical prices, financial reports, and macroeconomic indicators.1 starNo one-command install · Source
9122.557povedaaqui-auto-snapmcp · otherProvides automated snapshot functionality for capturing and managing system or application state at specific points in time1 starNo one-command install · Source
9222.557libra850-obsidian-vault-managermcp · otherIntegrates with Obsidian vaults to provide template-based note creation with variable substitution, wiki-style link management, and automated…1 starNo one-command install · Source
9322.557compose-and-dragons-dungeon-explorermcp · otherText-based RPG system that loads dungeon layouts from YAML files and maintains player state for exploring procedurally-defined dungeons, fighting…1 starNo one-command install · Source
9422.557rajeshrah22-nmstatemcp · otherIntegrates with Linux NetworkManager through libnmstate library to query current network interface configurations and apply declarative YAML-based…1 starNo one-command install · Source
9522.557computer-control-mcp-landsmcp · otherProvides comprehensive computer control capabilities including mouse and keyboard automation, screen capture, OCR text recognition, and window…1 starNo one-command install · Source
9622.557annotationmcp · otherProvides persistent note-taking and task management through JSON file storage, enabling creation and management of pages with checkable annotations…1 starNo one-command install · Source
9722.557puch-interactive-mind-mapsmcp · otherGenerates interactive mind maps through conversational refinement using Google Gemini and DSPy, asking clarifying questions to gather context before…1 starNo one-command install · Source
9822.557ms-teamsmcp · otherProvides a standardized interface for interacting with Microsoft Teams tools and services through the Model Context Protocol.1 starNo one-command install · Source
9922.557emicklei-protobuf-formattermcp · otherFormats Protocol Buffer (.proto) files with consistent indentation and standardized conventions for cleaner, more maintainable code1 starNo one-command install · Source
10022.557umutckem-isparta-uni-obsmcp · otherIntegrates with Isparta University's student information system using web scraping to retrieve course schedules, grades, transcripts, and academic…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