Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5901 | Unranked | freecad-mcp-2mcp · other | Enables AI assistants to control FreeCAD 3D modeling software, allowing creation and manipulation of 3D objects, execution of Python code, and… | No signals yet | No one-command install · Source | |
| 5902 | Unranked | thompson-spotr-exercise-librarymcp · other | Provides access to a fitness movement library with exercise videos categorized by muscle groups for creating personalized workout programs. | No signals yet | No one-command install · Source | |
| 5903 | Unranked | mcp-datetimemcp · other | Provides current date and time in various formats including standard, Japanese, ISO, and filename-friendly formats. | No signals yet | No one-command install · Source | |
| 5904 | Unranked | cybersim-promcp · other | Cybersecurity training, simulation, and incident response platform | No signals yet | No one-command install · Source | |
| 5905 | Unranked | mcp-ollamamcp · other | Integrates Ollama's local AI models with MCP clients, enabling listing models, viewing model details, and asking questions to models. | No signals yet | No one-command install · Source | |
| 5906 | Unranked | seed-mcpmcp · other | SEED provides a unified interface to compound AI systems, coordinating between various tools and frameworks to present a single coherent voice. | No signals yet | No one-command install · Source | |
| 5907 | Unranked | therealtimex-un-datacommonsmcp · other | Query Data Commons indicators and observations from the public knowledge graph | No signals yet | No one-command install · Source | |
| 5908 | Unranked | jetlag-mcpmcp · other | Enables listing and running Ansible playbooks, managing roles, reading docs, and creating vars files for the jetlag project. | No signals yet | No one-command install · Source | |
| 5909 | Unranked | crypto-earn-mcpmcp · other | Provides market data and user position information from earn providers like AAVE, enabling queries on APRs and deposits across multiple blockchain… | No signals yet | No one-command install · Source | |
| 5910 | Unranked | pkg-peepmcp · other | Enables querying NPM package download statistics, metadata, and dependency information through natural language. | No signals yet | No one-command install · Source | |
| 5911 | Unranked | dwd-mcpmcp · other | Enables access to German weather data from the Deutscher Wetterdienst, including station observations, forecasts, and warnings, through standardized… | No signals yet | No one-command install · Source | |
| 5912 | Unranked | mcp-meteomcp · other | Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name. | No signals yet | No one-command install · Source | |
| 5913 | Unranked | command-executormcp · other | Enables shell command execution with automatic pagination for large outputs, supporting custom directories and timeouts. | No signals yet | No one-command install · Source | |
| 5914 | Unranked | ai-image-analysis-mcpmcp · other | Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support for multiple access methods and robust security features. | No signals yet | No one-command install · Source | |
| 5915 | Unranked | docio-mcpmcp · other | Enables document conversion between 50+ formats, including Excel and PDF, using Pandoc with automatic format detection and caching. | No signals yet | No one-command install · Source | |
| 5916 | Unranked | railway-reservation-system-mcpmcp · other | Enables checking railway seat availability, berth types, and pricing for Indian trains through natural language queries. | No signals yet | No one-command install · Source | |
| 5917 | Unranked | rlinlen-fhir-validatormcp · other | Validates FHIR healthcare data resources against HL7 FHIR profiles and specifications. | No signals yet | No one-command install · Source | |
| 5918 | Unranked | anbrme-ibex35mcp · other | Integrates with Spanish stock market data sources to provide real-time IBEX 35 market data, corporate governance information, board director networks… | No signals yet | No one-command install · Source | |
| 5919 | Unranked | txt-to-md-mcpmcp · other | Enables writing text content to Markdown files with folder organization and overwrite control, and listing recent Markdown files. | No signals yet | No one-command install · Source | |
| 5920 | Unranked | diagram-mcpmcp · other | Renders Mermaid diagrams and Plotly charts to SVG, PNG, or PDF formats via the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 5921 | Unranked | amharic-dataset-mcpmcp · other | Enables collection, enhancement, and quality scoring of authentic Amharic datasets, with integration for AI models like Gemini and Qwen. | No signals yet | No one-command install · Source | |
| 5922 | Unranked | wishforge-mcpmcp · other | Generates viral wishes, shayari, and status packs in Indic languages using MCP sampling. | No signals yet | No one-command install · Source | |
| 5923 | Unranked | synclubmcp · other | Automated comic creation from scriptwriting through panel generation | No signals yet | No one-command install · Source | |
| 5924 | Unranked | mcp-miromcp · other | Connects to the MIRO Whiteboard Application, allowing board manipulation, sticky creation, and bulk operations. | No signals yet | No one-command install · Source | |
| 5925 | Unranked | mcp-google-calendarmcp · other | Enables managing Google Calendar events including creating, listing, updating, and deleting events through natural language. | No signals yet | No one-command install · Source | |
| 5926 | Unranked | lumina-docsmcp · other | A structured document management system using MCP protocol to handle large requirement documents by modularizing content, enabling token-efficient… | No signals yet | No one-command install · Source | |
| 5927 | Unranked | video-url-parsermcp · other | Extracts direct download URLs for video and audio streams from various platforms, returning metadata like quality options and file sizes. | No signals yet | No one-command install · Source | |
| 5928 | Unranked | fastlanepython-solana-blockchainmcp · other | Integrates with Solana blockchain to enable cryptocurrency operations including account management, token transfers, and smart contract interactions… | No signals yet | No one-command install · Source | |
| 5929 | Unranked | yuki10kobayashi-voicevoxmcp · other | Enables AI to generate natural-sounding Japanese voice audio from text through integration with the VOICEVOX engine, supporting configurable… | No signals yet | No one-command install · Source | |
| 5930 | Unranked | mcp-weather-servicemcp · other | A weather service built using Model-Context-Protocol (MCP) that provides current weather and forecasts for Indian cities using WeatherAPI.com. | No signals yet | No one-command install · Source | |
| 5931 | Unranked | flatfilemcp · other | Provides direct access to Flatfile's data migration platform for managing spaces, workbooks, sheets, jobs, users, and data operations without leaving… | No signals yet | No one-command install · Source | |
| 5932 | Unranked | fictional-cats-mcpmcp · other | Enables AI models to retrieve random or specified numbers of fictional cats with names, descriptions, and images. | No signals yet | No one-command install · Source | |
| 5933 | Unranked | wordware-researchmcp · other | Integrates with Wordware's research and productivity tools to enable deep research on individuals, companies, and topics with direct saving to Notion… | No signals yet | No one-command install · Source | |
| 5934 | Unranked | dice-throwermcp · other | Simulates dice rolls with configurable number and sides for tabletop gaming and random number generation | No signals yet | No one-command install · Source | |
| 5935 | Unranked | power3xz-youtube-transcriptmcp · other | Retrieves and processes YouTube video transcripts and playlist metadata, enabling content analysis without manual transcription or viewing. | No signals yet | No one-command install · Source | |
| 5936 | Unranked | sparsh0006-coinpilot-aptos-dcamcp · other | Bridges cryptocurrency investment platforms with the Aptos blockchain, enabling automated dollar-cost averaging strategies through tools for creating… | No signals yet | No one-command install · Source | |
| 5937 | Unranked | optistar-filesystemmcp · other | Provides secure filesystem access with strict path validation, enabling safe file operations like reading, writing, editing, and directory management… | No signals yet | No one-command install · Source | |
| 5938 | Unranked | cerebrofoundation-bitcoin-signermcp · other | Enables Bitcoin address generation and transaction signing using private keys in WIF format and partially signed Bitcoin transactions (PSBTs) through… | No signals yet | No one-command install · Source | |
| 5939 | Unranked | chulanpro5-evm-blockchain-bridgemcp · other | Provides a bridge to Ethereum Virtual Machine (EVM) compatible blockchains, enabling wallet management, blockchain data queries, and DeFi operations… | No signals yet | No one-command install · Source | |
| 5940 | Unranked | jtrogers-gdrive-classifier-processormcp · other | Integrates with Google Drive to automatically classify documents using customizable rubrics, extracting content from various file types and updating… | No signals yet | No one-command install · Source | |
| 5941 | Unranked | kuvanov-jiramcp · other | Provides a bridge to Atlassian JIRA for retrieving issue details by key using TypeScript and JSON-RPC requests over stdio transport. | No signals yet | No one-command install · Source | |
| 5942 | Unranked | rupeebw-image-readermcp · other | Provides advanced image processing capabilities using TypeScript and Sharp, enabling users to list, analyze, resize, and convert images through… | No signals yet | No one-command install · Source | |
| 5943 | Unranked | tree-explorermcp · other | Lightweight directory tree visualization tool for Cursor that automatically installs the 'tree' command, provides smart filtering of large… | No signals yet | No one-command install · Source | |
| 5944 | Unranked | xue160709-youtube-downloadermcp · other | Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and… | No signals yet | No one-command install · Source | |
| 5945 | Unranked | cryptoleek-solana-rugcheck-transaction-helpermcp · other | Integrates with Solana blockchain to enable token security analysis and transaction execution through RugCheck for scam detection and… | No signals yet | No one-command install · Source | |
| 5946 | Unranked | watsonchua-poker-win-calculatormcp · other | Calculates poker hand win probabilities through Monte Carlo simulations, providing strategic action recommendations based on statistical analysis of… | No signals yet | No one-command install · Source | |
| 5947 | Unranked | kwen1510-nltkmcp · other | Provides a lightweight word-finding tool for word games, efficiently filtering and returning the longest valid word from a local corpus based on given… | No signals yet | No one-command install · Source | |
| 5948 | Unranked | 0xrag-base-walletmcp · other | Lightweight blockchain wallet interaction framework using Viem on Base Sepolia testnet, generating random wallet clients and exposing blockchain… | No signals yet | No one-command install · Source | |
| 5949 | Unranked | azure-devops-work-itemsmcp · other | Enables AI assistants to interact with Azure DevOps work items by retrieving, creating, updating, and analyzing tasks through a FastMCP-powered… | No signals yet | No one-command install · Source | |
| 5950 | Unranked | spektraldevelopment-wikimcp · other | Fetches and converts Wikipedia articles to clean Markdown format for direct reference in conversations without manual copying or formatting. | No signals yet | No one-command install · Source | |
| 5951 | Unranked | brandon-butterwick-mrp-calculatormcp · other | Enables supply chain managers to perform Material Requirements Planning calculations by determining optimal order quantities based on inventory data… | No signals yet | No one-command install · Source | |
| 5952 | Unranked | lite-itermmcp · other | Provides AI models with direct access to iTerm terminal sessions for reading output, writing commands, and sending control characters, enabling… | No signals yet | No one-command install · Source | |
| 5953 | Unranked | time-convertermcp · other | Provides timezone conversion and time-related operations using IANA identifiers for accurate global time management across applications. | No signals yet | No one-command install · Source | |
| 5954 | Unranked | yarr-media-stack-mcpmcp · other | Enables natural language control of self-hosted media services like Sonarr, Prowlarr, Overseerr, and Gotify through the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 5955 | Unranked | uday210-salesforce-crmmcp · other | Integrates with Salesforce CRM to enable querying data, retrieving object metadata, and performing CRUD operations on Salesforce records directly… | No signals yet | No one-command install · Source | |
| 5956 | Unranked | jeremynixon-fetchmcp · other | Fetches and processes web content into markdown with intelligent image handling for seamless integration into research workflows. | No signals yet | No one-command install · Source | |
| 5957 | Unranked | 12306-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5958 | Unranked | 123elecmcp · other | Official MCP interface for the 123elec electrical supplies e-commerce platform | No signals yet | No commit datelisted | No one-command install · Source |
| 5959 | Unranked | 1c-mcp-metacodemcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5960 | Unranked | 2d-gamesskill · other | 2D game development principles. Sprites, tilemaps, physics, camera. | No signals yet | No commit datelisted | armory install 2d-games --cli claude |
| 5961 | Unranked | 31st-aimcp · other | AI-powered accounting for QuickBooks, handling transaction recording, reconciliation, and month-end close. | No signals yet | No commit datelisted | No one-command install · Source |
| 5962 | Unranked | 3d-gamesskill · other | 3D game development principles. Rendering, shaders, physics, cameras. | No signals yet | No commit datelisted | armory install 3d-games --cli claude |
| 5963 | Unranked | 8sleep-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5964 | Unranked | a11ymcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5965 | Unranked | a207-meal-plan-mcpmcp · other | Generates multi-day CKD meal plans for children based on PRNT targets (energy, protein, potassium, phosphorus, sodium), providing nutrient summaries… | No signals yet | No commit datelisted | No one-command install · Source |
| 5966 | Unranked | a207-nutrition-assessment-mcpmcp · other | Enables pediatric CKD nutrition assessment by calculating PRNT energy/protein targets, evaluating dietary intake against those targets, and screening… | No signals yet | No commit datelisted | No one-command install · Source |
| 5967 | Unranked | a207-report-mcpmcp · other | Aggregates pediatric CKD patient data from multiple modules to generate unified timeline reports with structured sections, markdown summary, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 5968 | Unranked | a2a2pmcp · other | a2a2p is an open protocol for turning intent into physical things: describe what must be true about the world (holds 15 kg, outdoors, ten years) and… | No signals yet | No commit datelisted | No one-command install · Source |
| 5969 | Unranked | aarna-ai-atvmcp · other | Provides access to Aarna's DeFi tokenized yield vaults for querying performance, building transactions, and tracking portfolios. | No signals yet | No commit datelisted | No one-command install · Source |
| 5970 | Unranked | abbyseomcp · other | SEO scanning MCP exposing tools for URL audits and structured findings across technical and on-page signals. | No signals yet | No commit datelisted | No one-command install · Source |
| 5971 | Unranked | ableton-copilot-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5972 | Unranked | ableton-vibemcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5973 | Unranked | academia-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5974 | Unranked | academic-cv-builderskill · other | Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV, faculty… | No signals yet | No commit datelisted | armory install academic-cv-builder --cli claude |
| 5975 | Unranked | acc-mcp-v0-2mcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5976 | Unranked | accessibility-2skill · other | Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen… | No signals yet | No commit datelisted | armory install accessibility-2 --cli claude |
| 5977 | Unranked | accessibility-audit-3workflow · other | Accessibility Audit and Testing | No signals yet | No commit datelisted | armory install accessibility-audit-3 --cli claude |
| 5978 | Unranked | acimcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5979 | Unranked | aci-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5980 | Unranked | action-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5981 | Unranked | active-directory-attacksskill · other | This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound… | No signals yet | No commit datelisted | armory install active-directory-attacks --cli claude |
| 5982 | Unranked | adbfriendmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5983 | Unranked | add-mutation-testingworkflow · other | Setup comprehensive mutation testing with framework selection and CI integration | No signals yet | No commit datelisted | armory install add-mutation-testing --cli claude |
| 5984 | Unranked | add-packageworkflow · other | Add and configure new package to workspace with proper structure and dependencies | No signals yet | No commit datelisted | armory install add-package --cli claude |
| 5985 | Unranked | add-property-based-testingworkflow · other | Implement property-based testing with framework selection and invariant identification | No signals yet | No commit datelisted | armory install add-property-based-testing --cli claude |
| 5986 | Unranked | adk-mcp-gemma3mcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5987 | Unranked | adloopmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5988 | Unranked | admitbasemcp · other | Admissions data and match scores for 500+ professional schools: law, medical, dental, MBA, pharmacy, vet, and optometry. | No signals yet | No commit datelisted | No one-command install · Source |
| 5989 | Unranked | adobe-commerce-dev-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5990 | Unranked | advanced-homeassistant-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5991 | Unranked | agenitemcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5992 | Unranked | agile-product-ownerskill · other | Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and… | No signals yet | No commit datelisted | armory install agile-product-owner --cli claude |
| 5993 | Unranked | ahk-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5994 | Unranked | aimcp · other | A personal investment assistant MCP that selects and translates disclosures and news for your watchlist and sends daily KakaoTalk briefings. | No signals yet | No commit datelisted | No one-command install · Source |
| 5995 | Unranked | ai-assistant-2workflow · other | AI Assistant Development | No signals yet | No commit datelisted | armory install ai-assistant-2 --cli claude |
| 5996 | Unranked | ai-create-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5997 | Unranked | ai-dossiermcp · other | Discovers, verifies, and executes structured automation instructions (dossiers) with checksum and cryptographic signature validation. | No signals yet | No commit datelisted | No one-command install · Source |
| 5998 | Unranked | ai-gatewaymcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 5999 | Unranked | ai-governance-controls-2mcp · other | Provides AI governance controls as MCP tools for safety screening, risk classification, and red teaming of AI systems, returning structured governance… | No signals yet | No commit datelisted | No one-command install · Source |
| 6000 | Unranked | ai-klinemcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | 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.