Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2001 | 55.168 | codearchitect-mcpmcp · other | Automatically saves and retrieves AI conversation sessions to maintain context continuity, preventing re-explaining architecture decisions. | 6 stars · 1 fork | No one-command install · Source | |
| 2002 | 55.168 | ludobos-inkwellmcp · other | Editorial intelligence platform for newsletter writers that manages research workflows from source collection through article drafting. | 6 stars · 1 fork | No one-command install · Source | |
| 2003 | 55.168 | mcp-device-datetimemcp · other | Exposes the host device's current date and time, returning local time with timezone offset or UTC. | 6 stars · 1 fork | No one-command install · Source | |
| 2004 | 55.168 | omniwire-mcpmcp · other | Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML feeds with fault-tolerant circuit breaker protection. | 6 stars · 1 fork | No one-command install · Source | |
| 2005 | 55.168 | govridermcp · other | Matches tech products and consulting services to live government tenders, RFPs, grants, and frameworks from 25+ official sources. | 6 stars · 1 fork | No one-command install · Source | |
| 2006 | 55.168 | mikan-atomoki-text-to-modelmcp · other | Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts. | 6 stars · 1 fork | No one-command install · Source | |
| 2007 | 55.168 | gh-r3352-redactmcp · other | Automatic PII detection and obfuscation using regex pattern matching and AI-powered Named Entity Recognition for secure data handling during… | 6 stars · 1 fork | No one-command install · Source | |
| 2008 | 55.168 | cortiviummcp · other | Enables reliable AI behavior control by registering Ghost Skills as MCP tools that the model reads before every action, providing enforceable… | 6 stars · 1 fork | No one-command install · Source | |
| 2009 | 55.168 | mastr-energymcp · other | Query Germany's official energy market master data register via 21 tools. | 6 stars · 1 fork | No one-command install · Source | |
| 2010 | 55.168 | ivanstan-tle-satellitemcp · other | Access TLE orbital data for thousands of satellites including ISS, Starlink, and Hubble. | 6 stars · 1 fork | No one-command install · Source | |
| 2011 | 55.168 | wrxck-namecheapmcp · other | Manages Namecheap domains and DNS records with tools for listing domains, retrieving domain information, managing DNS host records, and configuring… | 6 stars · 1 fork | No one-command install · Source | |
| 2012 | 55.168 | titaniumtushar-burp-mcp-plusmcp · other | Wraps Burp Suite for AI-assisted penetration testing, providing proxy history access, structured HTTP request building, and Intruder integration. | 6 stars · 1 fork | No one-command install · Source | |
| 2013 | 55.168 | agimaulana-google-play-consolemcp · other | Manage Google Play Store releases, testers, rollouts, and Android Vitals. | 6 stars · 1 fork | No one-command install · Source | |
| 2014 | 55.168 | gunnerpark-alt-claymcp · other | Connects to Clay's data enrichment platform for schema analysis, row lookup, error diagnostics, and subroutine tracing. | 6 stars · 1 fork | No one-command install · Source | |
| 2015 | 55.168 | hangeul-mcpmcp · other | Recognizes HWP/HWPX form structures and fills in AI-generated values while preserving original formatting, enabling natural language interaction with… | 6 stars · 1 fork | No one-command install · Source | |
| 2016 | 55.168 | opencut-controllermcp · other | Enables AI models to fully automate and control the OpenCut Video Editor through a comprehensive set of MCP tools for timeline manipulation, scene… | 6 stars · 1 fork | No one-command install · Source | |
| 2017 | 55.168 | jxue0-opencut-controllermcp · other | Automate video editing workflows with OpenCut through MCP tool calls. | 6 stars · 1 fork | No one-command install · Source | |
| 2018 | 55.168 | h1-hunt-mint-clubmcp · other | Trade bonding curve tokens on Base via Mint Club V2 with buy, sell, swap, and create tools. | 6 stars · 1 fork | No one-command install · Source | |
| 2019 | 55.168 | mafaq229-pbirbmcp · other | Edits Power BI paginated reports (.rdl files) via atomic MCP tools for charts, datasets, layout, and parameters. | 6 stars · 1 fork | No one-command install · Source | |
| 2020 | 55.168 | sarveshtalele-personal-financemcp · other | Financial calculators based on deterministic mathematical principles for budgeting and planning. | 6 stars · 1 fork | No one-command install · Source | |
| 2021 | 55.168 | jcucci-sherlockmcp · other | .NET assembly introspection and reflection analysis | 6 stars · 1 fork | No one-command install · Source | |
| 2022 | 55.168 | mansurjisan-noaa-coopsmcp · other | Provides access to NOAA CO-OPS tidal predictions, real-time water levels, currents, and coastal meteorological observations. | 6 stars · 1 fork | No one-command install · Source | |
| 2023 | 55.168 | pseolintmcp · other | Audit programmatic SEO sites for Google SpamBrain risk the way the algorithm sees them, across pages, not one page at a time. pseolint clusters your… | 6 stars · 1 fork | No one-command install · Source | |
| 2024 | 55.168 | vugolamcp · other | AI video clipping and social media scheduling platform. | 6 stars · 1 fork | No one-command install · Source | |
| 2025 | 55.168 | vassiliylakhonin-agenda-intelligencemcp · other | Generate auditable strategic-risk memos covering sanctions, regulatory, geopolitical, and trade intelligence. | 6 stars · 1 fork | No one-command install · Source | |
| 2026 | 55.168 | ableton-dj-mcpmcp · other | Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house… | 6 stars · 1 fork | No one-command install · Source | |
| 2027 | 55.213 | imgcli-mcpmcp · other | Convert, resize, crop, rotate, filter, and composite images from the command line — a lightweight, dependency-free, ffmpeg-style alternative to… | 6 forks | No one-command install · Source | |
| 2028 | 55.515 | sunwood-ai-labs-weathermcp · other | Integrates real-time weather data from OpenWeather to provide location-specific forecasts. | 5 stars · 2 forks | No one-command install · Source | |
| 2029 | 55.515 | noahvanhart-clickupmcp · other | Integrates with ClickUp to enable task management, project tracking, and workflow optimization within the platform's ecosystem. | 5 stars · 2 forks | No one-command install · Source | |
| 2030 | 55.515 | leomercier-vm-terminalmcp · other | Provides a secure web-based terminal interface for remote VM command execution through WebSocket connections and automatic tunnel creation… | 5 stars · 2 forks | No one-command install · Source | |
| 2031 | 55.515 | okooo5km-zipicmcp · other | Integrates with the Zipic app for macOS to provide image compression and optimization capabilities through quickCompress and advancedCompress tools… | 5 stars · 2 forks | No one-command install · Source | |
| 2032 | 55.515 | x51xxx-osp-marketing-toolsmcp · other | Provides TypeScript tools for technical marketing content creation including value mapping, meta information generation, content editing, and SEO… | 5 stars · 2 forks | No one-command install · Source | |
| 2033 | 55.515 | sumo-mcpmcp · other | Integrates SUMO traffic simulation with the Model Context Protocol for autonomous driving applications, enabling simulation environment interaction… | 5 stars · 2 forks | No one-command install · Source | |
| 2034 | 55.515 | rayato159-solana-blockchain-explorermcp · other | Provides real-time Solana blockchain data access for checking SOL price in USD and retrieving wallet balances from addresses on the Solana mainnet. | 5 stars · 2 forks | No one-command install · Source | |
| 2035 | 55.515 | mcp-playlist-generatormcp · other | Generates .m3u playlists on the user's PC based on their current mood or theme, using metadata from local music files. | 5 stars · 2 forks | No one-command install · Source | |
| 2036 | 55.515 | jamesacklin-tlon-urbit-messengermcp · other | Provides a bridge between Urbit's social networking services and conversational interfaces, enabling direct message communication with support for… | 5 stars · 2 forks | No one-command install · Source | |
| 2037 | 55.515 | skspade-linearmcp · other | Integrates with Linear's project management platform to enable querying, creating, and updating sprint issues across teams using TypeScript and the… | 5 stars · 2 forks | No one-command install · Source | |
| 2038 | 55.515 | blesscat-gemini-climcp · other | Integrates with Google's Gemini CLI tool to enable conversational interactions, content generation with configurable temperature settings, and model… | 5 stars · 2 forks | No one-command install · Source | |
| 2039 | 55.515 | waldzell-metagamesmcp · other | Provides 27+ game-theoretic problem-solving frameworks organized into 6 categories that transform open-ended challenges into systematic, time-boxed… | 5 stars · 2 forks | No one-command install · Source | |
| 2040 | 55.515 | sharmarajnish-constrained-optimizationmcp · other | Provides unified access to multiple optimization solvers including Z3, CVXPY, HiGHS, and OR-Tools for solving constraint satisfaction, convex… | 5 stars · 2 forks | No one-command install · Source | |
| 2041 | 55.515 | thebatashev-document-generatormcp · other | Generates professional DOCX and PDF documents with styled paragraphs, structured tables, and customizable formatting through both immediate creation… | 5 stars · 2 forks | No one-command install · Source | |
| 2042 | 55.515 | var-gg-mcpmcp · other | Enforces team naming consistency for AI-generated code via Cursor MCP integration. [Guide ↗](https://var.gg) | 5 stars · 2 forks | No one-command install · Source | |
| 2043 | 55.515 | cmd8-excalidrawmcp · other | Programmatic interaction with Excalidraw diagram files | 5 stars · 2 forks | No one-command install · Source | |
| 2044 | 55.515 | jimeng-web-mcpmcp · other | Provides direct access to Jimeng AI's web interface for generating images and videos, supporting features like multi-image generation, video creation… | 5 stars · 2 forks | No one-command install · Source | |
| 2045 | 55.515 | neosun100-stableavatarmcp · other | Generates synchronized talking head videos from reference images and audio using diffusion models with multi-GPU support. | 5 stars · 2 forks | No one-command install · Source | |
| 2046 | 55.515 | anaskasmi-local-pmmcp · other | Self-hosted project management system with Linear-like Kanban boards that exposes tools for creating projects, managing tickets, assigning teams, and… | 5 stars · 2 forks | No one-command install · Source | |
| 2047 | 55.515 | mcp-banco-intermcp · other | Enables AI assistants to interact with Banco Inter business accounts, including balance inquiries, statement downloads, and full boleto management via… | 5 stars · 2 forks | No one-command install · Source | |
| 2048 | 55.515 | wind-mcpmcp · other | Provides AI assistants with direct access to Wind Financial Terminal data, including market data, fundamentals, screening, macro economics, and… | 5 stars · 2 forks | No one-command install · Source | |
| 2049 | 55.515 | keplr-wallet-mcpmcp · other | Your AI-powered wallet for Cosmos. Send, stake, swap — just ask. | 5 stars · 2 forks | No one-command install · Source | |
| 2050 | 55.515 | tuandinh-feedback-loopmcp · other | Provides a human-in-the-loop feedback collection system through an on-demand Electron GUI that spawns draggable windows with customizable quick… | 5 stars · 2 forks | No one-command install · Source | |
| 2051 | 55.515 | zeke-777-docx-processormcp · other | Word document processor exposing 63 operations through a single gateway tool, with on-demand skill loading for 52-73% context reduction. | 5 stars · 2 forks | No one-command install · Source | |
| 2052 | 55.515 | simplifiermcp · other | Integration with the Simplifier Low Code Platform | 5 stars · 2 forks | No one-command install · Source | |
| 2053 | 55.515 | aspen-mcpmcp · other | Enables natural language control of Aspen Plus for chemical process simulation, including parameter tuning, batch runs, and result reading. | 5 stars · 2 forks | No one-command install · Source | |
| 2054 | 55.515 | tekthar-abpmcp · other | Auto-generate MCP tools from ABP Framework application services with permission and multi-tenant support. | 5 stars · 2 forks | No one-command install · Source | |
| 2055 | 55.515 | xmpuspus-ph-civic-datamcp · other | Real-time Philippine government data from PHIVOLCS, PAGASA, PhilGEPS, PSA, and AQICN as 12 MCP tools. | 5 stars · 2 forks | No one-command install · Source | |
| 2056 | 55.515 | gh-zlatkoc-youtube-summarizemcp · other | Fetch YouTube video transcripts and optionally summarize them. | 5 stars · 2 forks | No one-command install · Source | |
| 2057 | 55.515 | bluefin-linuxmcp · other | Provides system context and troubleshooting guidance for Project Bluefin Linux distributions. | 5 stars · 2 forks | No one-command install · Source | |
| 2058 | 56.183 | simplefunctionsmcp · other | Prediction market intelligence platform with tools for thesis modeling, market scanning, edge detection, and trading on Kalshi and Polymarket. | 10 stars | No commit datelisted | No one-command install · Source |
| 2059 | 56.183 | gh-zhound420-d365fo-connectormcp · other | Multi-environment Microsoft Dynamics 365 Finance and Operations access with OData queries, aggregation, and CRUD operations. | 10 stars | No one-command install · Source | |
| 2060 | 56.183 | pwn-mcpmcp · other | A CTF Pwn AI-assisted debugging platform based on MCP, enabling AI to directly interact with remote GDB and CTF services for automated heap… | 10 stars | No one-command install · Source | |
| 2061 | 56.183 | sportiqmcp · other | 48 AI-callable tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — Monte-Carlo bracket simulations, F1 pit-strategy modeling, and a… | 10 stars | No one-command install · Source | |
| 2062 | 56.206 | ai-yliu-filesystemmcp · other | Provides secure filesystem operations for reading, writing, and manipulating files and directories within specified access boundaries. | 2 stars · 4 forks | No one-command install · Source | |
| 2063 | 56.206 | dnaerys-onekgpmcp · other | Natural language access to 1000 Genomes Project genomic data | 2 stars · 4 forks | No one-command install · Source | |
| 2064 | 56.206 | the-basilisk-ai-squadmcp · other | Integrates with Squad's product management platform to enable feedback management, knowledge organization, and workspace operations for product teams… | 2 stars · 4 forks | No one-command install · Source | |
| 2065 | 57.142 | bitget-mcpmcp · other | bitget-mcp | 2,710 installs | No commit datelisted | No one-command install · Source |
| 2066 | 57.245 | qmed-askcpgmcp · other | Enables clinicians and developers to query Malaysian Clinical Practice Guidelines using natural language, returning structured responses based on… | 7 stars · 1 fork | No one-command install · Source | |
| 2067 | 57.245 | bigcoder84-excel-bridgemcp · other | Bridges AI with Excel files, enabling reading from and writing to spreadsheets through standardized operations for data analysis, reporting, and… | 7 stars · 1 fork | No one-command install · Source | |
| 2068 | 57.245 | codeforcesmcp · other | Integrates with Codeforces competitive programming platform to retrieve contest information, user profiles, submission histories, and rating changes… | 7 stars · 1 fork | No one-command install · Source | |
| 2069 | 57.245 | danilofalcao-glm-visionmcp · other | Integrates Z.AI's GLM-4.5V vision model to analyze images from local files or URLs with configurable parameters including temperature control… | 7 stars · 1 fork | No one-command install · Source | |
| 2070 | 57.245 | fajararrizki-geartrade-technical-analysismcp · other | Provides cryptocurrency market analysis through technical indicators, volume analysis, and risk management calculations for trading strategy… | 7 stars · 1 fork | No one-command install · Source | |
| 2071 | 57.245 | mcp-monodrawmcp · other | Enables creation, editing, and export of ASCII art diagrams using Monodraw on macOS, with tools for generating boxes, flowcharts, tables, trees, and… | 7 stars · 1 fork | No one-command install · Source | |
| 2072 | 57.245 | umcp-unity-editormcp · other | Enables Unity Editor automation through HTTP interface for asset management, GUID generation, input testing, and development workflow operations with… | 7 stars · 1 fork | No one-command install · Source | |
| 2073 | 57.245 | anndata-mcpmcp · other | Allows to retrieve information about an AnnData object via MCP using the read_lazy function from anndata. | 7 stars · 1 fork | No one-command install · Source | |
| 2074 | 57.245 | joshuaboys-datetimemcp · other | Provides date and time utilities with timezone support, date parsing, and monotonic time tracking for reliable timestamp generation across different… | 7 stars · 1 fork | No one-command install · Source | |
| 2075 | 57.245 | shalinda-j-cse-predictormcp · other | Delivers Colombo Stock Exchange technical analysis and ensemble predictions using RSI, MACD, and Bollinger Bands with simulated data. | 7 stars · 1 fork | No one-command install · Source | |
| 2076 | 57.245 | alsaheem-bloggingmcp · other | Publish and manage articles on dev.to and Hashnode from a single interface. | 7 stars · 1 fork | No one-command install · Source | |
| 2077 | 57.245 | math280h-safe-pkgsmcp · other | Analyzes npm and Cargo packages for security risks through typosquatting detection, version analysis, and advisory scanning. | 7 stars · 1 fork | No one-command install · Source | |
| 2078 | 57.245 | aplaceforallmystuff-threat-intelmcp · other | Unified threat intelligence from OTX, AbuseIPDB, GreyNoise, and abuse.ch | 7 stars · 1 fork | No one-command install · Source | |
| 2079 | 57.245 | rededis-dataversemcp · other | Access to Microsoft Dataverse for querying records, schema management, and CRUD operations. | 7 stars · 1 fork | No one-command install · Source | |
| 2080 | 57.245 | roomi-fields-osc-bridgemcp · other | Bridges OSC protocol messages to enable integration with audio and multimedia applications. | 7 stars · 1 fork | No one-command install · Source | |
| 2081 | 57.245 | osc-bridgemcp · other | OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP. | 7 stars · 1 fork | No one-command install · Source | |
| 2082 | 57.245 | benahammond-code-auditormcp · other | Analyze code for SOLID principles, DRY violations, and security issues | 7 stars · 1 fork | No one-command install · Source | |
| 2083 | 57.245 | acedatacloud-mcpnanobananamcp · other | NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. | 7 stars · 1 fork | No one-command install · Source | |
| 2084 | 57.245 | navya-tecnologia-planka-v2mcp · other | Planka v2.x kanban board management with task lists, time tracking, and membership control. | 7 stars · 1 fork | No one-command install · Source | |
| 2085 | 57.311 | apk-security-guard-suitemcp · other | Integrates JADX, MobSF, JEB Pro, and APKTOOL to provide Android APK decompilation, security scanning, reverse engineering, and resource extraction for… | 11 stars | No commit datelisted | No one-command install · Source |
| 2086 | 57.364 | maheshdoiphode-project-contentmcp · other | Provides a single interface for retrieving entire project structures, enabling efficient code analysis and manipulation tasks. | 5 stars · 3 forks | No one-command install · Source | |
| 2087 | 57.364 | that1guy15-tox-testingmcp · other | Executes tox commands to run tests within a project using the project's tox.ini | 5 stars · 3 forks | No one-command install · Source | |
| 2088 | 57.364 | kirill-markin-simple-website-fetchermcp · other | Fetches website content using Python and MCP, enabling web scraping and content analysis tasks | 5 stars · 3 forks | No one-command install · Source | |
| 2089 | 57.364 | shirhatti-imessagemcp · other | Integrates with Apple's iMessage platform to enable sending and receiving messages. | 5 stars · 3 forks | No one-command install · Source | |
| 2090 | 57.364 | mcp-powerpointmcp · other | Enables AI assistants to create and manipulate PowerPoint presentations programmatically, including adding slides, exporting to PDF, and reading… | 5 stars · 3 forks | No one-command install · Source | |
| 2091 | 57.364 | islem-zaraa-powerpointmcp · other | Enables creation and manipulation of PowerPoint presentations with functions for adding slides, formatting content, reading metadata, and exporting to… | 5 stars · 3 forks | No one-command install · Source | |
| 2092 | 57.364 | usensedata-chinese-companymcp · other | Integrates with Usense's Chinese company data services to provide comprehensive business information including corporate details, financial data, and… | 5 stars · 3 forks | No one-command install · Source | |
| 2093 | 57.364 | gluneau-hivemcp · other | Integrates with the Hive blockchain to enable querying data, posting content, and managing accounts for content creation, social media automation, and… | 5 stars · 3 forks | No one-command install · Source | |
| 2094 | 57.364 | qododavid-pty-terminalmcp · other | Provides a stateful terminal interface for maintaining session context and executing complex, multi-step operations across multiple interactions. | 5 stars · 3 forks | No one-command install · Source | |
| 2095 | 57.364 | neilberkman-editorconfig-mcpmcp · other | Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific… | 5 stars · 3 forks | No one-command install · Source | |
| 2096 | 57.364 | editorconfig-mcpmcp · other | Formats files using .editorconfig rules to ensure consistent formatting, especially for AI-generated code. | 5 stars · 3 forks | No one-command install · Source | |
| 2097 | 57.364 | zoharbabin-kalturamcp · other | Enables Large Language Models to interact with the Kaltura Media Management Platform, providing comprehensive media operations like listing… | 5 stars · 3 forks | No one-command install · Source | |
| 2098 | 57.364 | pdf-readermcp · other | Extracts text from PDF files using Docling for document conversion, providing tools to list available PDFs and convert them to clean Markdown format… | 5 stars · 3 forks | No one-command install · Source | |
| 2099 | 57.364 | siliconsociety-fortunamcp · other | Provides hardware-based true randomness through 20+ statistical distribution functions including dice rolling, Bernoulli trials, and… | 5 stars · 3 forks | No one-command install · Source | |
| 2100 | 57.364 | oleander-home-assistantmcp · other | Enables natural language control of Home Assistant smart home systems with tools for querying entity states, executing service calls, and retrieving… | 5 stars · 3 forks | 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.