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

RankScoreComponentDescriptionEvidenceLast commitInstall
370122.524packetnomad-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
370122.524longjianjiang-mermaidmcp · otherProvides a bridge to mermaid.js for generating flowcharts, sequence diagrams, and other visualizations through natural language1 starNo one-command install · Source
370122.524nathannj-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
370122.524flux-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
370122.524datetimemcp · otherProvides datetime functionality for Cursor IDE, enabling accurate timestamp generation and datetime operations for changelogs, documentation…1 starNo one-command install · Source
370122.524shell-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
370122.524rajnaveen344-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
370122.524ismsmcp · 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
370122.524urlscanmcp · 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
370122.524canlgz-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
370122.524ansvar-automotive-cybersecuritymcp · otherAutomotive cybersecurity standards reference covering R155/R156, ISO 21434, TISAX, and AUTOSAR.1 starNo commit datelisted No one-command install · Source
370122.524cyberia-to-bostrommcp · otherComprehensive Bostrom blockchain tools for reading chain state and signing transactions.1 starNo commit datelisted No one-command install · Source
370122.524datavorous-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
370122.524gh-readmigo-shipkitmcp · otherUnified app publishing for Google Play, App Store, and 10+ Chinese stores.1 starNo commit datelisted No one-command install · Source
370122.524nowah-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
370122.524redpanda-docsmcp · otherGet authoritative answers to questions about Redpanda1 starNo commit datelisted No one-command install · Source
370122.524rivalmcp · otherQuery AI model benchmarks, pricing, and comparisons from rival.tips.1 starNo commit datelisted No one-command install · Source
370122.524uncletim-gz-oprocessmcp · otherProcess classification engine using APQC, ITIL, and SCOR reference frameworks with KPI mapping.1 starNo commit datelisted No one-command install · Source
370122.524wutian122-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
372022.222korean-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
372121.496arabi-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
372220.952etapa-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
372220.952test-101mcp · othertest-101438 installsNo commit datelisted No one-command install · Source
372220.952test-101-2mcp · othertest-101438 installsNo commit datelisted No one-command install · Source
372520.408doorvault-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
372618.412sucesio-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
372717.777human-statemcp · otherhuman-state364 installsNo commit datelisted No one-command install · Source
372816.870li-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
372916.507docpulse-mcpmcp · otherdocpulse-mcp341 installsNo commit datelisted No one-command install · Source
373016.326angular-coding-stylerules · otherangular rule: apply when working on angular and you need Angular Coding Style.1 mentionNo commit datelisted armory install angular-coding-style --cli claude
373115.238outtolunchmcp · 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
373115.238settlegrid-discoverymcp · othersettlegrid-discovery337 installsNo commit datelisted No one-command install · Source
373314.421chairflowmcp · 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
373413.968aaaa-nexusmcp · otheraaaa-nexus331 installsNo commit datelisted No one-command install · Source
373513.333legal-docsmcp · otherlegal-docs324 installsNo commit datelisted No one-command install · Source
373613.061paris-wedding-celebrantmcp · otherParis elopement and wedding ceremony guide — packages, venues, and vendor recommendations by Naïm Terrache700 installsNo commit datelisted No one-command install · Source
373712.698meetsync-mcpmcp · othermeetsync-mcp322 installsNo commit datelisted No one-command install · Source
373812.063lucy-apromcp · otherlucy-apro313 installsNo commit datelisted No one-command install · Source
373911.700cloud101-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
374011.428basinvaultmcp · 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
374110.884dezignworksmcp · 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
374210.340ganttamcp · 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
374310.158mansamcp · othermansa300 installsNo commit datelisted No one-command install · Source
37449.523podcast-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
37457.619wheretohitmcp · otherwheretohit287 installsNo commit datelisted No one-command install · Source
37466.984crypto-quant-signal-mcpmcp · othercrypto-quant-signal-mcp282 installsNo commit datelisted No one-command install · Source
37475.714witness-protocolmcp · otherwitness-protocol270 installsNo commit datelisted No one-command install · Source
37485.079flowsheetsmcp · 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
37494.444muell-iomcp · othermuell-io252 installsNo commit datelisted No one-command install · Source
37503.809boostaudiomcp · 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
37503.809sg-regulatory-data-mcpmcp · othersg-regulatory-data-mcp245 installsNo commit datelisted No one-command install · Source
37523.537alan-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
37532.539preciomx-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
37540.544xskill-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
37550.272fyndlingmcp · 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
3756Unrankedmcp-foreseamcp · otherCalibrated probability forecasts for any resolvable question — with evidence, prediction-market edge (Polymarket/Kalshi), and a live resolved track…No signals yetNo one-command install · Source
3757Unrankedlittleblakew-msds-chainmcp · otherProvides chemical safety intelligence including compatibility checks, hazard info, PPE, and compliance data.No signals yetNo one-command install · Source
3758Unrankedgh-shashwatgtm-craft-contentmcp · otherContent creation tools for case studies, newsletters, webinars, and thought leadership.No signals yetNo one-command install · Source
3759Unrankedpositioning-bridgemcp · otherEnables MCP hosts to validate drafts against a company's versioned positioning pack through read-only tools for positioning context, content briefs…No signals yetNo one-command install · Source
3760Unrankedproduction-mastermcp · otherEnables triggering, streaming, and reviewing autonomous production-incident investigations directly from your editor, with human-gated approval for…No signals yetNo one-command install · Source
3761Unrankedconnect-via-ai-via-aimcp · otherRelationship intelligence tools for professional networking with connection path discovery and ICP targeting.No signals yetNo one-command install · Source
3762Unrankedmcp-worldbank-projectsmcp · otherEnables querying World Bank projects and operations data using natural language through the Pipeworx MCP gateway.No signals yetNo one-command install · Source
3763Unrankedmcp-worldbank-povertymcp · otherEnables querying World Bank Poverty and Inequality Platform data through natural language, integrated with the Pipeworx MCP gateway.No signals yetNo one-command install · Source
3764Unrankedmcp-vies-eumcp · otherValidates EU VAT numbers using the European Commission's VIES system, enabling VAT number checks through natural language queries via the Pipeworx…No signals yetNo one-command install · Source
3765Unrankedcypher-mcpmcp · otherMonetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.No signals yetNo one-command install · Source
3766Unrankedmcp-un-sdgmcp · otherAllows querying UN Sustainable Development Goals (SDG) indicators data from the UN Statistics Division through the Pipeworx MCP gateway, supporting…No signals yetNo one-command install · Source
3767Unranked1c-ai-workbenchmcp · otherA local read-only AI workbench for navigating, auditing, and analyzing 1C:Enterprise 8.3 configurations via MCP-compatible clients.No signals yetNo one-command install · Source
3768Unrankedpipeworx-io-tatoebamcp · otherQueries the Tatoeba multilingual sentence corpus across 300+ languages.No signals yetNo one-command install · Source
3769Unrankedpipeworx-string-dbmcp · otherQuery STRING protein-protein interaction networks across 12,000 organisms.No signals yetNo one-command install · Source
3770Unrankedmcp-stat-glmcp · otherEnables fetching and querying statistical data from Statistics Greenland (Grønlands Statistik) PxWeb, including navigating subject trees and…No signals yetNo one-command install · Source
3771Unrankedmcp-singstat-sgmcp · otherProvides access to Singapore's official statistics from the Department of Statistics (SingStat) via MCP tools, allowing users to query data using…No signals yetNo one-command install · Source
3772Unrankedsec-eventsmcp · otherEnables querying and triaging SEC 8-K events through a pre-classified mirror.No signals yetNo one-command install · Source
3773Unrankedmcp-salesforcemcp · otherEnables querying and managing Salesforce records using SOQL, CRUD operations, and schema exploration through natural language or direct tool calls.No signals yetNo one-command install · Source
3774Unrankedpipeworx-io-qrcodemcp · otherGenerates QR code images from text and URLs.No signals yetNo one-command install · Source
3775Unrankedpipeworx-pypi-statsmcp · otherRetrieves PyPI package download statistics from PyPIStats.org.No signals yetNo one-command install · Source
3776Unrankedpipeworx-public-suffix-listmcp · otherParses effective TLDs using the Mozilla Public Suffix List with 24-hour caching.No signals yetNo one-command install · Source
3777Unrankedpublic-suffix-listmcp · otherProvides tools to split domains into subdomain, registrable domain, and public suffix using the Public Suffix List.No signals yetNo one-command install · Source
3778Unrankedmcp-packagephobiamcp · otherAnalyzes the publish size and full install size of npm packages, including dependencies.No signals yetNo one-command install · Source
3779Unrankedmcp-openfdamcp · otherEnables querying openFDA drug and device data via natural language through the Pipeworx MCP gateway.No signals yetNo one-command install · Source
3780Unrankedpipeworx-opendatasoftmcp · otherGeneric OpenDataSoft portal client for 3000+ public OpenDataSoft instances via the Pipeworx gateway.No signals yetNo one-command install · Source
3781Unrankedmcp-opencitationsmcp · otherEnables querying citation data from OpenCitations, including references, citations, citation counts, and bibliographic metadata for DOIs.No signals yetNo one-command install · Source
3782Unrankedpipeworx-noaa-swpcmcp · otherQuery NOAA Space Weather Prediction Center for solar wind, aurora, and space weather alerts.No signals yetNo one-command install · Source
3783Unrankedpipeworx-nist-beaconmcp · otherNIST Randomness Beacon v2 signed public random pulses every 60 seconds via the Pipeworx gateway.No signals yetNo one-command install · Source
3784Unrankedmcp-mydiseasemcp · otherProvides dataset statistics and release metadata for MyDisease.info, enabling users to query disease-related data through natural language via the…No signals yetNo one-command install · Source
3785Unrankedmcp-mitre-cwemcp · otherEnables querying MITRE Common Weakness Enumeration (CWE) data, including weaknesses, categories, views, and their relationships, through natural…No signals yetNo one-command install · Source
3786Unrankedmcp-macrostratmcp · otherMacrostrat MCP — geologic map / column / unit data for North America and beyond.No signals yetNo one-command install · Source
3787Unrankedpipeworx-leetcodemcp · otherRetrieve LeetCode user profiles, solved problem counts, and daily challenge details.No signals yetNo one-command install · Source
3788Unrankedmcp-israel-tendersmcp · otherEnables querying Israel government procurement public tenders and exemption contracts via MCP, keyless access.No signals yetNo one-command install · Source
3789Unrankedmcp-ipinfomcp · otherProvides IP geolocation data via ipinfo.io, enabling querying IP addresses for location, ISP, and other details through natural language.No signals yetNo one-command install · Source
3790Unrankedpipeworx-io-ipinfomcp · otherLook up geolocation, ASN, and organization data for any IP address.No signals yetNo one-command install · Source
3791Unrankedpipeworx-httpbinmcp · otherhttpbin HTTP inspection and echo service: request inspection, status codes, delays, UUID, and base64 encoding.No signals yetNo one-command install · Source
3792Unrankedhex-pmmcp · otherEnables querying and managing Hex.pm, the package registry for Elixir and Erlang ecosystems, through natural language.No signals yetNo one-command install · Source
3793Unrankedpipeworx-goproxymcp · otherQuery Go module proxy data including module info, version lists, and go.mod files.No signals yetNo one-command install · Source
3794Unrankedmeteoswiss-mcpmcp · otherEnables AI models to access Swiss weather and climate data from MeteoSwiss, including current observations, forecasts, and warnings.No signals yetNo one-command install · Source
3795Unrankedmcp-umphreysmcp · otherEnables querying Umphrey's McGee setlist data including shows, songs, jam charts, and guest appearances through natural language.No signals yetNo one-command install · Source
3796Unrankedmcp-geoapifymcp · otherWraps the Geoapify Location Platform to enable geolocation and map data access through natural language queries via the Pipeworx MCP gateway.No signals yetNo one-command install · Source
3797Unrankedmcp-fbi-crimemcp · otherEnables querying FBI crime data using UCR/NIBRS statistics through a simple MCP interface.No signals yetNo one-command install · Source
3798Unrankedpipeworx-io-fbi-crimemcp · otherFBI UCR/NIBRS crime statistics by agency, state, and national level via the Pipeworx gateway.No signals yetNo one-command install · Source
3799Unrankedplantcv-mcpmcp · otherEnables plant phenotyping via MCP, returning plant trait measurements along with segmentation overlays to validate mask quality, preventing unreliable…No signals yetNo one-command install · Source
3800Unrankedmcp-epo-opsmcp · otherEnables querying patent data from the European Patent Office, including bibliographic info, patent families, abstracts, and claims.No signals yetNo 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