Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3701 | 98.288 | nugetmcp · other | Real-time NuGet package management with vulnerability detection and intelligent version updates | 1,554 stars · 275 forks | No one-command install · Source | |
| 3702 | 98.294 | mukul975-cvemcp · other | Security intelligence with 27 tools across 21 sources including NVD, EPSS, VirusTotal, and Shodan. | 1,587 stars · 261 forks | No one-command install · Source | |
| 3703 | 98.299 | gyoridavid-short-video-makermcp · other | Automates short-form video creation by combining text-to-speech, captions, background videos, and music for platforms like TikTok, Instagram Reels… | 1,326 stars · 418 forks | No one-command install · Source | |
| 3704 | 98.324 | evalpluseval · other | Rigorous code generation evaluation framework built on top of HumanEval and MBPP with 80x more test cases. | 1,819 stars · 208 forks | No one-command install · Source | |
| 3705 | 98.363 | pentest-aimcp · other | Provides penetration testing tools for reconnaissance, vulnerability scanning, and exploit assistance. | 1,641 stars · 315 forks | No one-command install · Source | |
| 3706 | 98.365 | office-powerpointmcp · other | Enables creation and manipulation of PowerPoint presentations with tools for adding and formatting slides, text, images, tables, charts and shapes… | 1,852 stars · 246 forks | No one-command install · Source | |
| 3707 | 98.375 | codergamester-unitymcp · other | Integrate with the Unity Editor game engine. | 1,883 stars · 239 forks | No one-command install · Source | |
| 3708 | 98.421 | chrisryugj-kordocmcp · other | Parses Korean government and legal documents with structured data extraction and metadata analysis. | 1,784 stars · 323 forks | No one-command install · Source | |
| 3709 | 98.498 | office-wordmcp · other | Provides a bridge to Microsoft Word for creating and modifying documents with features like text formatting, table manipulation, image scaling, and… | 2,110 stars · 287 forks | No one-command install · Source | |
| 3710 | 98.541 | samuel-gursky-davinci-resolvemcp · other | Enables developers and video editors to automate complex workflows in DaVinci Resolve by providing a flexible Python-based scripting interface for… | 2,360 stars · 281 forks | No one-command install · Source | |
| 3711 | 98.550 | msgbyte-tianjimcp · other | Bridges AI assistants with the Tianji platform to enable survey management, including querying results, retrieving detailed information, and listing… | 3,100 stars · 193 forks | No one-command install · Source | |
| 3712 | 98.615 | zcaceres-markdownifymcp · other | Converts diverse file types and web content to Markdown format using specialized tools for PDFs, images, audio, web pages, and more. | 2,998 stars · 255 forks | No one-command install · Source | |
| 3713 | 98.632 | jgravelle-jcodemunchmcp · other | Token-efficient code exploration via tree-sitter AST parsing supporting 25+ programming languages. | 2,643 stars · 361 forks | No one-command install · Source | |
| 3714 | 98.706 | helmeval · other | Stanford CRFM Holistic Evaluation of Language Models: standardized benchmark suite covering accuracy, calibration, robustness, and fairness. | 2,898 stars · 412 forks | No one-command install · Source | |
| 3715 | 98.743 | inspect-aieval · other | UK AISI's framework for safety evaluations of large language models, with task-based scaffolding and solver pipelines. | 2,683 stars · 685 forks | No one-command install · Source | |
| 3716 | 98.751 | homeassistant-aimcp · other | Enables natural language control of Home Assistant smart home devices, automations, and system management | 4,594 stars · 202 forks | No one-command install · Source | |
| 3717 | 98.891 | antv-chart-generatormcp · other | Enables AI to generate data visualizations using AntV's charting capabilities, supporting various chart types from structured data without requiring… | 4,347 stars · 415 forks | No one-command install · Source | |
| 3718 | 98.894 | haris-musa-excelmcp · other | Enables Excel file manipulation without Microsoft Excel installation using openpyxl, providing workbook operations, data validation detection… | 4,149 stars · 457 forks | No one-command install · Source | |
| 3719 | 98.945 | mcp-openshortsmcp · other | OpenShorts turns long videos into vertical clips readys for Social Media posting | 3,816 stars · 1,001 forks | No one-command install · Source | |
| 3720 | 98.990 | coding-solo-godotmcp · other | Interface with the Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. | 5,461 stars · 464 forks | No one-command install · Source | |
| 3721 | 99.044 | firebasemcp · other | Give AI-powered development tools the ability to work with your Firebase projects | 4,462 stars · 1,244 forks | No one-command install · Source | |
| 3722 | 99.241 | lauriewired-ghidramcp · other | Decompile and analyze binaries in Ghidra. | 9,912 stars · 1,023 forks | No one-command install · Source | |
| 3723 | 99.251 | desktop-commandermcp · other | Integrates terminal and filesystem capabilities for executing system commands, managing processes, and performing advanced file operations on the… | 9,766 stars · 1,220 forks | No one-command install · Source | |
| 3724 | 99.276 | beehiveinnovations-geminimcp · other | Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collaborative development. | 11,731 stars · 1,032 forks | No one-command install · Source | |
| 3725 | 99.309 | mrexodio-ida-promcp · other | Automated reverse engineering with IDA Pro. | 11,756 stars · 1,396 forks | No one-command install · Source | |
| 3726 | 99.374 | justinpbarnett-unitymcp · other | Allow MCP clients to perform Unity Editor actions. | 13,821 stars · 1,461 forks | No one-command install · Source | |
| 3727 | 99.398 | hardikpandya-stop-slopskill · otherContributed by Sentinel | A skill file for removing AI tells from prose | 16,882 stars · 1,223 forks · 3 mentions | No one-command install · Source | |
| 3728 | 99.500 | screenpipemcp · other | give context of what you do 24/7 to AI | 21,718 stars · 2,214 forks · 2 mentions | No one-command install · Source | |
| 3729 | 99.505 | lm-evaluation-harnesseval · other | EleutherAI's unified framework for evaluating language models on hundreds of academic benchmarks. | 13,860 stars · 3,533 forks | No one-command install · Source | |
| 3730 | 99.558 | czlonkowski-n8nmcp · other | Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and triggers, enabling… | 22,820 stars · 3,638 forks | No one-command install · Source | |
| 3731 | 99.566 | iskakaushik-clickhouse80b1mcp · other | Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards. | 862 stars · 201 forks · passed install test | No one-command install · Source | |
| 3732 | 99.658 | odysseus-dev-odysseuscli · otherContributed by Sentinel | Self-hosted AI workspace. | 86,703 stars · 762 forks · 9 mentions | No one-command install · Source | |
| 3733 | 99.757 | aider-ai-aidercli · otherContributed by Sentinel | aider is AI pair programming in your terminal | 48,663 stars · 4,913 forks · 7 mentions | No one-command install · Source | |
| 3734 | 99.787 | sgl-project-sglanginfra · otherContributed by Sentinel | SGLang is a high-performance serving framework for large language models and multimodal models. | 33,202 stars · 8,472 forks · 4 mentions | No one-command install · Source | |
| 3735 | 99.805 | usestrix-strixcli · otherContributed by Sentinel | Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. | 60,015 stars · 6,564 forks · 7 mentions | No one-command install · Source | |
| 3736 | 99.883 | openhands-openhandscli · otherContributed by Sentinel | 🙌 OpenHands: AI-Driven Development | 85,920 stars · 11,269 forks · 5 mentions | No one-command install · Source | |
| 3737 | 99.894 | zed-industries-zedcli · otherContributed by Sentinel | Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter. | 89,612 stars · 10,392 forks · 4 mentions | No one-command install · Source | |
| 3738 | 99.909 | livekit-livekitcli · otherContributed by Sentinel | End-to-end realtime stack for connecting humans and AI | 21,128 stars · 2,384 forks · 2 mentions · passed install test | No one-command install · Source | |
| 3739 | 99.943 | zellijcli · other | A terminal workspace with batteries included | 35,236 stars · 1,421 forks · passed install test | No one-command install · Source | |
| 3740 | 99.949 | markitdownmcp · other | Integrates with Microsoft's MarkItDown tool to convert documents like PDFs, Word files, and PowerPoint presentations into clean, structured markdown… | 177,617 stars · 13,061 forks · 1 mention | No one-command install · Source | |
| 3741 | 99.958 | tmuxcli · other | Terminal multiplexer: persistent sessions, split panes, detach and reattach. | 48,975 stars · 2,865 forks · 5 mentions · passed install test | No one-command install · Source | |
| 3742 | 99.984 | significant-gravitas-autogptcli · otherContributed by Sentinel | AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what… | 187,068 stars · 46,042 forks · 4 mentions | No one-command install · Source | |
| 3743 | 99.991 | n8n-io-n8nworkflow · otherContributed by Sentinel | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 206,033 stars · 60,896 forks · 26 mentions | No one-command install · Source | |
| 3744 | 100.000 | openclaw-openclawcli · otherContributed by Sentinel | Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 | 388,568 stars · 81,586 forks · 167 mentions | No one-command install · Source | |
| 3745 | Unranked | meteoswiss-mcpmcp · other | Enables AI models to access Swiss weather and climate data from MeteoSwiss, including current observations, forecasts, and warnings. | No signals yet | No one-command install · Source | |
| 3746 | Unranked | mcp-geoapifymcp · other | Wraps the Geoapify Location Platform to enable geolocation and map data access through natural language queries via the Pipeworx MCP gateway. | No signals yet | No one-command install · Source | |
| 3747 | Unranked | mcp-epo-opsmcp · other | Enables querying patent data from the European Patent Office, including bibliographic info, patent families, abstracts, and claims. | No signals yet | No one-command install · Source | |
| 3748 | Unranked | pipeworx-io-eolmcp · other | Query the Encyclopedia of Life (EOL) for species information, taxonomic hierarchies, and biodiversity data across plants, animals, fungi, and… | No signals yet | No one-command install · Source | |
| 3749 | Unranked | coinbase-exchangemcp · other | Access Coinbase Exchange market data and trading information via MCP. | No signals yet | No one-command install · Source | |
| 3750 | Unranked | coinbase-exchange-mcpmcp · other | Provides tools to retrieve recent trades and OHLC candle data from Coinbase Exchange. | No signals yet | No one-command install · Source | |
| 3751 | Unranked | mcp-business-feedsmcp · other | Lists, reads, and fetches curated business and industry RSS feeds, with filtering by category and keyword. | No signals yet | No one-command install · Source | |
| 3752 | Unranked | mcp-blockscoutmcp · other | Enables querying on-chain data (balances, transactions, token transfers, blocks) across 20+ EVM chains through natural language. | No signals yet | No one-command install · Source | |
| 3753 | Unranked | quick-shellmcp · other | Enables human-approved SSH terminal sessions and confined SFTP file operations for SSH-configured devices, with user-controlled terminal and file… | No signals yet | No one-command install · Source | |
| 3754 | Unranked | studylife-mcpmcp · other | Provides read-only access to StudyLife data including courses, notes, sessions, and learning goals, enabling MCP clients to query study information… | No signals yet | No one-command install · Source | |
| 3755 | Unranked | thehesiod-aadvantagemcp · other | Read-only access to American Airlines AAdvantage frequent flyer account data. | No signals yet | No one-command install · Source | |
| 3756 | Unranked | mcp-ygoprodeckmcp · other | Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and prices, through natural language. | No signals yet | No one-command install · Source | |
| 3757 | Unranked | pipeworx-io-wolfram-alphamcp · other | Wolfram Alpha computational, factual, and quantitative queries via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3758 | Unranked | mcp-french-transport-datamcp · other | Enables discovery and summarization of public French transport data, including datasets, GTFS resources, regions, networks, and data-quality… | No signals yet | No one-command install · Source | |
| 3759 | Unranked | uk-gazettemcp · other | Enables querying official UK public records from The Gazette, including insolvencies, winding-up petitions, and deceased estates. | No signals yet | No one-command install · Source | |
| 3760 | Unranked | mcp-udbud-dkmcp · other | Danish government public procurement notices (keyless). | No signals yet | No one-command install · Source | |
| 3761 | Unranked | pipeworx-io-tvmazemcp · other | TVMaze TV show metadata, episode schedules, cast information, and airing data via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3762 | Unranked | mcp-transit-landmcp · other | Enables querying global transit data including agencies, routes, stops, and departures through a GTFS aggregator. | No signals yet | No one-command install · Source | |
| 3763 | Unranked | mcp-taginfomcp · other | Provides statistics on OpenStreetMap tags (keys and key=value pairs) via MCP tools, enabling querying of tag usage and metadata. | No signals yet | No one-command install · Source | |
| 3764 | Unranked | pipeworx-io-sunrise-sunsetmcp · other | Calculates sunrise, sunset, and twilight times for any location. | No signals yet | No one-command install · Source | |
| 3765 | Unranked | mcp-security-feedsmcp · other | Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RDF) with optional filtering, part of Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3766 | Unranked | mcp-regulations-govmcp · other | Enables access to federal regulatory dockets, documents, and public comments from Regulations.gov via tools like get_docket and get_comment. | No signals yet | No one-command install · Source | |
| 3767 | Unranked | pipeworx-io-regulations-govmcp · other | Regulations.gov federal regulatory dockets, public comments, and agency documents via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3768 | Unranked | pipeworx-io-opentargetsmcp · other | Queries the Open Targets knowledge graph for gene-disease-drug associations. | No signals yet | No one-command install · Source | |
| 3769 | Unranked | pipeworx-io-openseamcp · other | OpenSea NFT marketplace data for collections, tokens, listings, and sale history via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3770 | Unranked | openbeautyfactsmcp · other | Enables querying Open Beauty Facts product data through natural language, using the Pipeworx MCP gateway. | No signals yet | No one-command install · Source | |
| 3771 | Unranked | pipeworx-noaa-tidesmcp · other | Access NOAA tidal observations, predictions, datums, and station metadata. | No signals yet | No one-command install · Source | |
| 3772 | Unranked | pipeworx-noaa-spcmcp · other | Retrieves NOAA Storm Prediction Center outlooks, storm reports, and severe weather watches. | No signals yet | No one-command install · Source | |
| 3773 | Unranked | mcp-myhealthfindermcp · other | MyHealthfinder MCP provides access to U.S. preventive services and health screening guidance through natural language queries. | No signals yet | No one-command install · Source | |
| 3774 | Unranked | pipeworx-mitre-attckmcp · other | Queries MITRE ATT&CK adversary tactics, techniques, and procedures via STIX bundles. | No signals yet | No one-command install · Source | |
| 3775 | Unranked | mcp-mfapi-indiamcp · other | Enables querying Indian mutual fund NAV data through MFAPI.in, providing net asset value information and fund details. | No signals yet | No one-command install · Source | |
| 3776 | Unranked | mcp-merriam-webstermcp · other | Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natural language, providing definitions, synonyms, and related word data. | No signals yet | No one-command install · Source | |
| 3777 | Unranked | linkedin-humblebragmcp · other | Generates humorous LinkedIn posts from user achievements using a self-deprecating, vulnerable tone. | No signals yet | No one-command install · Source | |
| 3778 | Unranked | pipeworx-io-linkedin-humblebragmcp · other | Transforms achievements into LinkedIn-style humble-brag posts complete with mandatory vulnerability, via StupidAPIs. | No signals yet | No one-command install · Source | |
| 3779 | Unranked | mcp-isomcp · other | Enables looking up ISO standards (e.g., 27001, 9001) with live status, pricing, compliance catalogue, and ISO Open Data file pointers. | No signals yet | No one-command install · Source | |
| 3780 | Unranked | pipeworx-io-hal-frmcp · other | Queries HAL, France's national open archive for academic publications. | No signals yet | No one-command install · Source | |
| 3781 | Unranked | mcp-guild-wars-2mcp · other | Enables querying Guild Wars 2 game data including items and achievements via natural language, part of the Pipeworx MCP gateway. | No signals yet | No one-command install · Source | |
| 3782 | Unranked | pipeworx-guild-wars-2mcp · other | Access Guild Wars 2 public game data including worlds, items, achievements, and commerce. | No signals yet | No one-command install · Source | |
| 3783 | Unranked | mcp-govinfomcp · other | Enables access to full text of US government publications from GovInfo.gov. Integrates with Pipeworx gateway for natural language queries. | No signals yet | No one-command install · Source | |
| 3784 | Unranked | pipeworx-io-govinfomcp · other | US government publications — laws, CFR, Federal Register, and congressional records — via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 3785 | Unranked | faa-regulations-mcpmcp · other | Provides access to US Federal Aviation Regulations (14 CFR) via Pipeworx gateway, enabling natural language queries for FAA regulations data. | No signals yet | No one-command install · Source | |
| 3786 | Unranked | dc-dmvmcp · other | Access District of Columbia DMV data including service center locations, vehicle inspection records, and traffic convictions. Enables querying by VIN… | No signals yet | No one-command install · Source | |
| 3787 | Unranked | kolmo-constructionmcp · other | Provides cost estimation tools for home remodeling projects in Seattle, including service listings, project browsing, and blog content from Kolmo… | No signals yet | No one-command install · Source | |
| 3788 | Unranked | mcp-csvmcp · other | Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header detection and custom delimiters. | No signals yet | No one-command install · Source | |
| 3789 | Unranked | project-guidesmcp · other | Provides project-specific guides and instructions by selecting modules based on a project profile, enabling developers to get contextual instructions… | No signals yet | No one-command install · Source | |
| 3790 | Unranked | gh-aiperceivable-apcoremcp · other | Turns any apcore-based project into an MCP-compatible tool provider with zero code changes, supporting auto-discovery of modules and multiple… | No signals yet | No one-command install · Source | |
| 3791 | Unranked | soc-siem-mcpmcp · other | Unified SIEM MCP gateway for AI-driven SOC operations and threat hunting across Azure Sentinel, Splunk, Wazuh, IBM QRadar, and Securonix. | No signals yet | No one-command install · Source | |
| 3792 | Unranked | stillos-swap-mcpmcp · other | Non-custodial Solana swap routing with best-price execution, flat 0.25% fee, and built-in on-chain scam checking for token safety. | No signals yet | No one-command install · Source | |
| 3793 | Unranked | hashlock-otcmcp · other | OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin. | No signals yet | No one-command install · Source | |
| 3794 | Unranked | arx-mcpmcp · other | Enables AI assistants to compile, run, lint, and format ArxLang code directly through ArxNode without manual terminal commands. | No signals yet | No one-command install · Source | |
| 3795 | Unranked | macos-automator-mcpmcp · other | Lets MCP clients discover and run AppleScript or JavaScript for Automation (JXA) to control macOS applications, inspect the system, or reuse scripts… | No signals yet | No one-command install · Source | |
| 3796 | Unranked | bahamas1717-ai-bvfmcp · other | Open protocol for scoring AI initiatives as Accelerate, Fix, or Stop with EUR value modeling and portfolio validation. | No signals yet | No one-command install · Source | |
| 3797 | Unranked | irm-kmi-mcpmcp · other | Provides official Belgian weather data from the Royal Meteorological Institute (IRM/KMI), including current conditions, daily and hourly forecasts… | No signals yet | No one-command install · Source | |
| 3798 | Unranked | plane-mcpmcp · other | Provides 48 tools for managing Plane projects, issues, modules, cycles, comments, and worklogs via MCP, supporting both stdio and HTTP transport. | No signals yet | No one-command install · Source | |
| 3799 | Unranked | bandsintownmcp · other | Access Bandsintown concert and event data for artists via MCP. | No signals yet | No one-command install · Source | |
| 3800 | Unranked | mcp-bandsintownmcp · other | Enables querying Bandsintown for artist events and global event listings. It supports natural language queries through the Pipeworx gateway. | 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.