Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5801 | Unranked | immo-mcpmcp · other | Analyzes French real-estate market using open data sources like DVF transactions, DPE certificates, and risk data. | No signals yet | No one-command install · Source | |
| 5802 | Unranked | yek-mcpmcp · other | Enables natural language querying of the Turkish Manuscript Institution's catalog of 674,000+ manuscripts, allowing AI-assisted browsing and… | No signals yet | No one-command install · Source | |
| 5803 | Unranked | veragent-mcpmcp · other | Enables checking trust of MCP tools before installation, listing trusted tools, and scoring MCP stacks via the Veragent trust registry. | No signals yet | No one-command install · Source | |
| 5804 | Unranked | sidneybissoli-senado-br-mcpmcp · other | Access Brazilian Federal Senate open data including legislators, bills, and votes. | No signals yet | No one-command install · Source | |
| 5805 | Unranked | sangfor-mcp-workflowmcp · other | Automates three core workflows for Sangfor Engineer: project all-in-one (Excel to guide to validation to report), equipment health check, and Obsidian… | No signals yet | No one-command install · Source | |
| 5806 | Unranked | tokenslim-mcpmcp · other | Provides context compression via the tokenslim engine, enabling MCP hosts to reduce token usage while preserving key information. Offers compress… | No signals yet | No one-command install · Source | |
| 5807 | Unranked | mcp-gwansangmcp · other | Extracts deterministic facial features from photos locally using MediaPipe, returning structured JSON with measurements like face shape ratios and… | No signals yet | No one-command install · Source | |
| 5808 | Unranked | blib-houdini-bridgemcp · other | Enables AI assistants and CLI tools to read and control Houdini scenes with a safety model that separates read and write operations. | No signals yet | No one-command install · Source | |
| 5809 | Unranked | mepsopti-sproutmcp · other | Model-tiered content pipeline where cheap models seed drafts and expensive models verify quality. | No signals yet | No one-command install · Source | |
| 5810 | Unranked | sprout-mcpmcp · other | A model-tiered content pipeline that routes tasks to the appropriate AI model tier (Haiku, Sonnet, Opus) to optimize cost and quality, with provenance… | No signals yet | No one-command install · Source | |
| 5811 | Unranked | retroachievements-mcpmcp · other | Enables querying and managing RetroAchievements data, including user profiles, achievements, game info, and site rankings through natural language. | No signals yet | No one-command install · Source | |
| 5812 | Unranked | rizomuv-mcpmcp · other | Enables natural language control of RizomUV for UV unwrapping tasks, including loading, cutting, unfolding, packing, and saving meshes via both live… | No signals yet | No one-command install · Source | |
| 5813 | Unranked | embedforgemcp · other | Enables AI-driven embedded development: generate, build, flash, and debug firmware using natural language commands through MCP. | No signals yet | No one-command install · Source | |
| 5814 | Unranked | smishing-stop-mcpmcp · other | Analyzes suspicious messages to detect smishing, messenger phishing, and voice phishing attempts, providing risk assessment, evidence, and action… | No signals yet | No one-command install · Source | |
| 5815 | Unranked | daedalus-cryptographymcp · other | Python cryptography library tools for encryption, hashing, and digital signatures. | No signals yet | No one-command install · Source | |
| 5816 | Unranked | knossosmcp · other | Enables remote filesystem and CLI access to a Windows machine over LAN through MCP, with file read/write and command execution capabilities. | No signals yet | No one-command install · Source | |
| 5817 | Unranked | capytailmcp · other | Capytail is a local MCP capability router that selects relevant skills before loading context, enabling efficient routing without executing or loading… | No signals yet | No one-command install · Source | |
| 5818 | Unranked | demeter-mcpmcp · other | MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building Artemis projects, generating LaTeX reports, and launching the Artemis… | No signals yet | No one-command install · Source | |
| 5819 | Unranked | maximo-jobplanmcp · other | Enables natural language interactions for creating, querying, updating, and deleting job plans in IBM Maximo. | No signals yet | No one-command install · Source | |
| 5820 | Unranked | video-probe-mcpmcp · other | Inspect local video and audio files with ffprobe, returning structured metadata such as format, duration, bitrate, and stream info. | No signals yet | No one-command install · Source | |
| 5821 | Unranked | goodvatmcp · other | Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) and validate EU VAT numbers in real time via the VIES registry. | No signals yet | No one-command install · Source | |
| 5822 | Unranked | company-reconcilemcp · other | 模糊匹配两份表格中的公司名称和日期，输出已匹配、待复核和未匹配三种结果，便于数据对账。 | No signals yet | No one-command install · Source | |
| 5823 | Unranked | toss-invest-mcpmcp · other | Enables MCP clients to read Toss Securities market data and account info, and optionally place real-money orders. | No signals yet | No one-command install · Source | |
| 5824 | Unranked | bbagentmcp · other | Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waivers, and proposes trades using live stats. | No signals yet | No one-command install · Source | |
| 5825 | Unranked | zoho-crm-mcpmcp · other | Provides live Zoho CRM data access via MCP tools, enabling queries on modules, records, fields, and related lists without syncing data. | No signals yet | No one-command install · Source | |
| 5826 | Unranked | mcp-adfmcp · other | Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services… | No signals yet | No one-command install · Source | |
| 5827 | Unranked | jira-attachment-mcpmcp · other | Fetches Jira attachments and returns them inline (for small images) or as local paths for larger files and other types, enabling AI models to access… | No signals yet | No one-command install · Source | |
| 5828 | Unranked | gtorreal-budamcp · other | Live cryptocurrency exchange data from Buda.com for Chile, Colombia, and Peru. | No signals yet | No one-command install · Source | |
| 5829 | Unranked | satsignal-mcpmcp · other | Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV blockchain via MCP tools, with verification and lookup capabilities. | No signals yet | No one-command install · Source | |
| 5830 | Unranked | ai-delivery-mcpmcp · other | Automates task delivery by providing tools for running delivery workflows, creating merge requests, updating Jira issues, and generating release… | No signals yet | No one-command install · Source | |
| 5831 | Unranked | safesign-mcpmcp · other | Analyzes contracts for safety score and risk assessment, identifying dangerous clauses and dispute patterns, with recommendations for improvements. | No signals yet | No one-command install · Source | |
| 5832 | Unranked | document-converter-mcpmcp · other | Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friendly Markdown output and secure file access. | No signals yet | No one-command install · Source | |
| 5833 | Unranked | docscanner-mcpmcp · other | Provides lightweight documentation review tools including issue detection, readability scoring, style checking, and document summarization for… | No signals yet | No one-command install · Source | |
| 5834 | Unranked | openwrt-mcpmcp · other | Provides full administrative control of OpenWRT routers via SSH, with a preview-confirm safety model for mutating operations. | No signals yet | No one-command install · Source | |
| 5835 | Unranked | finhaymcp · other | Vietnamese securities market data and portfolio management for AI assistants. | No signals yet | No one-command install · Source | |
| 5836 | Unranked | saicharanrajoju-letsworkmcp · other | Real-time collaborative coding via MCP enabling two developers to share one codebase. | No signals yet | No one-command install · Source | |
| 5837 | Unranked | sajumcpmcp · other | Calculates saju (four pillars) for a given birth year, month, day, hour, minute, and gender. Returns a compact or markdown string with the results… | No signals yet | No one-command install · Source | |
| 5838 | Unranked | mcp-taiyimcp · other | Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structured text and a board PNG image. | No signals yet | No one-command install · Source | |
| 5839 | Unranked | mcp-qimenmcp · other | Evaluates Qimen Dunjia divination for a given date and time, returning structured text and a 9-palace PNG chart. | No signals yet | No one-command install · Source | |
| 5840 | Unranked | liurenmcp · other | Enables 大六壬 divination by computing the chart (三傳, 四課, etc.) and generating a 天地盤 PNG from a given datetime. | No signals yet | No one-command install · Source | |
| 5841 | Unranked | mcp-biorhythmmcp · other | Computes biorhythm values (physical, emotional, intellectual) and generates a PNG chart showing sine curves based on birth date and optional target… | No signals yet | No one-command install · Source | |
| 5842 | Unranked | mcp-qrmcp · other | Generates QR code PNG images from text or URLs with customizable options like size, color, and error correction level. | No signals yet | No one-command install · Source | |
| 5843 | Unranked | python-repl-mcpmcp · other | 一个基于MCP的Python REPL服务器，支持多会话管理、代码执行、历史记录回放和包安装，为AI提供Python解释器能力。 | No signals yet | No one-command install · Source | |
| 5844 | Unranked | ai-travel-planner-mcpmcp · other | An AI-powered travel planning assistant that fetches live weather, generates packing suggestions, and provides travel recommendations. | No signals yet | No one-command install · Source | |
| 5845 | Unranked | exchange-rate-mcpmcp · other | Enables users to retrieve the latest USD/KRW exchange rate and receive user-friendly responses in Korean. | No signals yet | No one-command install · Source | |
| 5846 | Unranked | xarticle-mcpmcp · other | Enables saving X (Twitter) Articles as Obsidian-faithful Markdown files with locally downloaded images and videos. | No signals yet | No one-command install · Source | |
| 5847 | Unranked | taiwan-data-mcpmcp · other | 讓AI助理直接查詢台灣公開資料，包括公司登記、詐騙查核與實價登錄，資料即時且附來源連結。 | No signals yet | No one-command install · Source | |
| 5848 | Unranked | pm-copilot-mcpmcp · other | An AI-powered Product Management Operating System that provides tools for PRDs, user stories, prioritization, competitor analysis, roadmaps, KPIs… | No signals yet | No one-command install · Source | |
| 5849 | Unranked | disk-space-mcpmcp · other | Enables checking and validating disk space usage via a single tool, reporting total, used, and available space with optional free space thresholds. | No signals yet | No one-command install · Source | |
| 5850 | Unranked | n0s1-mcpmcp · other | Enables AI assistants to scan multiple services and local filesystems for leaked secrets using n0s1 secret-scanning capabilities. | No signals yet | No one-command install · Source | |
| 5851 | Unranked | satrack-create-projectmcp · other | Enables project creation with validated flow and automatic registration via MCP, supporting scaffold, bootstrap, and validation tools. | No signals yet | No one-command install · Source | |
| 5852 | Unranked | dev-team-mcpmcp · other | Autonomous AI software development pipeline that transforms tickets into production-ready code through planning, coding, testing, reviewing, and… | No signals yet | No one-command install · Source | |
| 5853 | Unranked | forex-predict-mcpmcp · other | Provides XGBoost-based directional predictions (UP/DOWN) for EURUSD and GBPUSD forex pairs via MCP tools, including feature extraction and signal… | No signals yet | No one-command install · Source | |
| 5854 | Unranked | mcp-spring-boot-toolkitmcp · other | Provides tools and guides for Spring Boot development including code generation, security audit, and query optimization. | No signals yet | No one-command install · Source | |
| 5855 | Unranked | wedding-manager-mcpmcp · other | Enables users to manage wedding preparation tasks including timeline generation, budget review, vendor quote comparison, role assignment briefs, and… | No signals yet | No one-command install · Source | |
| 5856 | Unranked | img-src-iomcp · other | Upload, transform, and deliver images through the img-src.io Image CDN. | No signals yet | No one-command install · Source | |
| 5857 | Unranked | weather-checkermcp · other | Enables real-time weather lookup for any location via MCP, returning concise summaries from wttr.in. | No signals yet | No one-command install · Source | |
| 5858 | Unranked | google-slides-mcpmcp · other | Converts linear Markdown documents into styled Google Slides presentations with customizable themes and layouts. | No signals yet | No one-command install · Source | |
| 5859 | Unranked | egnyte-large-file-managermcp · other | Enables downloading real binary files from Egnyte and uploading large files with chunked support, complementing the official Egnyte MCP connector. | No signals yet | No one-command install · Source | |
| 5860 | Unranked | conqueror-s-hakimcp · other | Prioritizes tasks by eliminating distractions, returning a ranked shortlist based on a given goal. | No signals yet | No one-command install · Source | |
| 5861 | Unranked | excel-mcp-cleyropmcp · other | Generates formatted Excel (.xlsx) files from user requests and deposits them into Cleyrop project data. | No signals yet | No one-command install · Source | |
| 5862 | Unranked | irrationalmcp · other | Audits decisions for cognitive biases through an adversarial framework, exposing tools like analyze_decision, list_biases, and get_bias via MCP. | No signals yet | No one-command install · Source | |
| 5863 | Unranked | paraglide-mcpmcp · other | Enables translation of i18n messages in Paraglide JS projects by serving small batches, validating translations against source structure, and saving… | No signals yet | No one-command install · Source | |
| 5864 | Unranked | obsidian-regulatory-mcpmcp · other | Provides AI assistants with verified regulatory data from 850+ official sources across 50+ jurisdictions, enabling accurate compliance research. | No signals yet | No one-command install · Source | |
| 5865 | Unranked | pagerduty-mcpmcp · other | Enables PagerDuty incident response operations including listing incidents, acknowledging and resolving incidents, looking up on-call schedules, and… | No signals yet | No one-command install · Source | |
| 5866 | Unranked | pptx-minio-mcpmcp · other | Enables PowerPoint presentation generation and uploading to MinIO storage, returning presigned download links. | No signals yet | No one-command install · Source | |
| 5867 | Unranked | pokemon-mcpmcp · other | Provides accurate Pokemon data and Gen 9 damage calculation tools including stats, moves, type effectiveness, damage calculations, and accuracy checks… | No signals yet | No one-command install · Source | |
| 5868 | Unranked | disclos-article-50mcp · other | Generates EU AI Act Article 50 transparency disclosures for AI features, in all 24 EU languages, with copy-paste HTML snippets and determines which… | No signals yet | No one-command install · Source | |
| 5869 | Unranked | diario-oficial-mcpmcp · other | Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional public consultation portal, providing tools to list recent editions and… | No signals yet | No one-command install · Source | |
| 5870 | Unranked | mcp-hello-pymcp · other | Greets users in Korean by name, supporting single and multiple recipients. | No signals yet | No one-command install · Source | |
| 5871 | Unranked | mcp-ip2locationmcp · other | Enables AI assistants to perform IP geolocation, proxy detection, and domain WHOIS lookups using IP2Location.io and IP2WHOIS data. | No signals yet | No one-command install · Source | |
| 5872 | Unranked | mcp-based-weather-information-systemmcp · other | Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP. | No signals yet | No one-command install · Source | |
| 5873 | Unranked | bitmap-mcpmcp · other | Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals inscriptions, Runes, sat rarity, block details, and current fees via the… | No signals yet | No one-command install · Source | |
| 5874 | Unranked | tableau-mcpmcp · other | Enables AI applications to interact with Tableau through tools for querying data, exploring content, and retrieving views. | No signals yet | No one-command install · Source | |
| 5875 | Unranked | depsguard-mcpmcp · other | AI-powered dependency vulnerability and breaking change analyzer that scans dependencies, identifies vulnerabilities via OSV.dev, and uses AI to… | No signals yet | No one-command install · Source | |
| 5876 | Unranked | disclos-eu-ai-actmcp · other | Lets AI assistants classify an AI system under the EU AI Act, returning risk tier, obligations, and deadlines based on a plain-English description of… | No signals yet | No one-command install · Source | |
| 5877 | Unranked | jolt-transform-webmcp · other | Bazaarvoice JOLT transformation capabilities via MCP. | No signals yet | No one-command install · Source | |
| 5878 | Unranked | blackwell-bank-card-hub-mcpmcp · other | Enables users to explore and manage banking card features including product discovery, comparison, eligibility checks, spend insights, merchant… | No signals yet | No one-command install · Source | |
| 5879 | Unranked | bouncermcp · other | Static compliance-controls checker that verifies regulatory required controls exist in code, running deterministic rule packs via MCP tools for… | No signals yet | No one-command install · Source | |
| 5880 | Unranked | mcp-leave-managementmcp · other | Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes. | No signals yet | No one-command install · Source | |
| 5881 | Unranked | menus-mcpmcp · other | Recommends dishes from a global cuisine knowledge base based on user preferences (keywords, cuisine, price, etc.) via weighted random selection with… | No signals yet | No one-command install · Source | |
| 5882 | Unranked | meok-vehicle-handover-mcpmcp · other | Vehicle handover compliance toolkit for UK car-transport operators, enabling automatic NAMA grading, BVRLA Fair Wear & Tear classification… | No signals yet | No one-command install · Source | |
| 5883 | Unranked | meok-tacho-audit-mcpmcp · other | Enables UK haulage compliance managers to audit tachographs, drivers' hours, and DVSA OCRS scores, preventing red status and generating public inquiry… | No signals yet | No one-command install · Source | |
| 5884 | Unranked | meok-ev-recall-transport-mcpmcp · other | ADR Class 9 compliance toolkit for UK car transporters moving damaged or recalled EVs, enabling automated risk classification, documentation, and… | No signals yet | No one-command install · Source | |
| 5885 | Unranked | meok-eu-platform-worker-mcpmcp · other | Enables compliance checking and risk forecasting for the EU Platform Workers Directive (2024/2831), including employment-status presumption… | No signals yet | No one-command install · Source | |
| 5886 | Unranked | meok-eu-ai-act-art-13-ifu-mcpmcp · other | Generates EU AI Act Article 13 Instructions for Use (IFU) and provides a FRIA crosswalk, enabling providers to create transparency documentation… | No signals yet | No one-command install · Source | |
| 5887 | Unranked | meok-cra-art14-reporter-mcpmcp · other | Enables reporting of actively exploited vulnerabilities in compliance with EU CRA Article 14, generating ENISA and CSIRT payloads. | No signals yet | No one-command install · Source | |
| 5888 | Unranked | meok-bs7121-mcpmcp · other | Provides BS 7121 lift-plan compliance for UK crane and hiab operators including clause lookup, lift classification, CPA hire vs contract-lift triage… | No signals yet | No one-command install · Source | |
| 5889 | Unranked | meok-allmi-hiab-mcpmcp · other | Enables UK lorry-loader (HIAB) compliance management, including lift planning, operator/slinger card checks, thorough examinations, and delivery… | No signals yet | No one-command install · Source | |
| 5890 | Unranked | iso-42005-impact-mcpmcp · other | Enables AI impact assessments according to ISO/IEC 42005:2025, with built-in EU AI Act compliance and support for phases, categories, and assessment… | No signals yet | No one-command install · Source | |
| 5891 | Unranked | csoai-org-gods-eye-geospatial-mcpmcp · other | Advanced geospatial analysis and satellite imagery processing tools. | No signals yet | No one-command install · Source | |
| 5892 | Unranked | firmware-attestation-mcpmcp · other | Hardware trust layer for sovereign AI that attests firmware trust state and gates AI inference on verified results. | No signals yet | No one-command install · Source | |
| 5893 | Unranked | csoai-org-csrd-compliance-mcpmcp · other | Tools for Corporate Sustainability Reporting Directive compliance and documentation. | No signals yet | No one-command install · Source | |
| 5894 | Unranked | pro-se-uspto-mcpmcp · other | Helps independent inventors calculate USPTO fees, determine entity status, track patent deadlines, and understand procedural rules without needing an… | No signals yet | No one-command install · Source | |
| 5895 | Unranked | mcp-veggiemcp · other | Enables tracking of weekly vegetable box deliveries, translating Danish produce names, providing USDA-sourced freshness data, generating zero-waste… | No signals yet | No one-command install · Source | |
| 5896 | Unranked | csoai-org-healthcare-fhir-mcpmcp · other | FHIR-based healthcare data integration and interoperability tools. | No signals yet | No one-command install · Source | |
| 5897 | Unranked | csoai-org-grammar-fix-ai-mcpmcp · other | AI tools for grammar correction, style improvement, and text clarity enhancement. | No signals yet | No one-command install · Source | |
| 5898 | Unranked | csoai-org-focus-timer-ai-mcpmcp · other | AI-assisted focus timer and productivity session management tools. | No signals yet | No one-command install · Source | |
| 5899 | Unranked | csoai-org-flashcard-ai-mcpmcp · other | Tools for generating study flashcards and spaced repetition learning materials. | No signals yet | No one-command install · Source | |
| 5900 | Unranked | csoai-org-file-organizer-ai-mcpmcp · other | AI tools for organizing, categorizing, and managing file systems and directories. | 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.