Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3801 | Unranked | appkit-inspectormcp · other | Lets Codex inspect a live macOS AppKit interface through a debug-only bridge, without Accessibility or Screen Recording permissions, and maps clicks… | No signals yet | No one-command install · Source | |
| 3802 | Unranked | thehesiod-aadvantagemcp · other | Read-only access to American Airlines AAdvantage frequent flyer account data. | No signals yet | No one-command install · Source | |
| 3803 | 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 | |
| 3804 | 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 | |
| 3805 | 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 | |
| 3806 | 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 | |
| 3807 | Unranked | mcp-udbud-dkmcp · other | Danish government public procurement notices (keyless). | No signals yet | No one-command install · Source | |
| 3808 | 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 | |
| 3809 | 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 | |
| 3810 | 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 | |
| 3811 | Unranked | pipeworx-io-sunrise-sunsetmcp · other | Calculates sunrise, sunset, and twilight times for any location. | No signals yet | No one-command install · Source | |
| 3812 | 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 | |
| 3813 | 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 | |
| 3814 | 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 | |
| 3815 | Unranked | pipeworx-io-opentargetsmcp · other | Queries the Open Targets knowledge graph for gene-disease-drug associations. | No signals yet | No one-command install · Source | |
| 3816 | 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 | |
| 3817 | 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 | |
| 3818 | Unranked | pipeworx-noaa-tidesmcp · other | Access NOAA tidal observations, predictions, datums, and station metadata. | No signals yet | No one-command install · Source | |
| 3819 | 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 | |
| 3820 | 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 | |
| 3821 | Unranked | mcp-french-associationsmcp · other | Enables querying and summarizing French association public data from RNA, JOAFE, subsidies, and dataset discovery sources. | No signals yet | No one-command install · Source | |
| 3822 | 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 | |
| 3823 | 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 | |
| 3824 | 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 | |
| 3825 | Unranked | md-dmvmcp · other | Provides Maryland DMV monthly vehicle registration counts and electric/plug-in hybrid adoption by county and ZIP code, with accurate totals and… | No signals yet | No one-command install · Source | |
| 3826 | 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 | |
| 3827 | 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 | |
| 3828 | 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 | |
| 3829 | Unranked | mcp-ipma-ptmcp · other | Provides weather, UV, sea state, and earthquake data from IPMA Portugal through an MCP gateway, enabling natural language queries for Portuguese… | No signals yet | No one-command install · Source | |
| 3830 | Unranked | mcp-htmltextmcp · other | Converts HTML to plain text, extracts hyperlinks, and pulls page metadata (title, description, Open Graph tags) from HTML content. | No signals yet | No one-command install · Source | |
| 3831 | Unranked | jxoesneon-gemini-audiomcp · other | Audio, music, and voice generation via Google Gemini 2.5 and Lyria 3 models. | No signals yet | No one-command install · Source | |
| 3832 | Unranked | pipeworx-io-hal-frmcp · other | Queries HAL, France's national open archive for academic publications. | No signals yet | No one-command install · Source | |
| 3833 | 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 | |
| 3834 | 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 | |
| 3835 | 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 | |
| 3836 | 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 | |
| 3837 | Unranked | mcp-geohashmcp · other | Encode latitude/longitude to geohash strings and decode geohashes to coordinates with offline, keyless operation. | No signals yet | No one-command install · Source | |
| 3838 | 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 | |
| 3839 | 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 | |
| 3840 | Unranked | mcp-datecalcmcp · other | Enables users to perform date arithmetic, compute differences, add durations, and retrieve calendar facts via natural language or direct tool calls. | No signals yet | No one-command install · Source | |
| 3841 | Unranked | mcp-coordinatesmcp · other | Provides geographic coordinate geometry tools for computing midpoints, centroids, bounding boxes, and point-in-bbox tests, enabling spatial… | No signals yet | No one-command install · Source | |
| 3842 | Unranked | census-trademcp · other | Provides access to US Census Bureau International Trade data, enabling querying trade statistics through natural language using ask_pipeworx. | No signals yet | No one-command install · Source | |
| 3843 | 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 | |
| 3844 | 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 | |
| 3845 | 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 | |
| 3846 | Unranked | markovian-mcpmcp · other | Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tracing outputs with offline-verifiable canonical roots. | No signals yet | No one-command install · Source | |
| 3847 | 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 | |
| 3848 | Unranked | aura-courier-mcpmcp · other | A unified MCP connector for Bangladeshi couriers, enabling parcel booking and tracking across multiple services through a single interface. | No signals yet | No one-command install · Source | |
| 3849 | Unranked | data-transformermcp · other | Provides safe, deterministic inspection, transformation, validation, and diffing of structured data (JSON, CSV, YAML, Parquet) via schema-aware MCP… | No signals yet | No one-command install · Source | |
| 3850 | 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 | |
| 3851 | Unranked | trafikverket-mcpmcp · other | Provides real-time access to Swedish road weather, traffic cameras, road conditions, and traffic flow data from Trafikverket (Swedish Transport… | No signals yet | No one-command install · Source | |
| 3852 | 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 | |
| 3853 | Unranked | hashlock-otcmcp · other | OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin. | No signals yet | No one-command install · Source | |
| 3854 | Unranked | fusionsearch-mcpmcp · other | 把五个搜索源熔进一个 MCP —— 一次调用，多源取证 · 交叉验证 · AI 汇总 | No signals yet | No one-command install · Source | |
| 3855 | Unranked | mcp-gtm-signals-aggregatormcp · other | Runs all GTM signal tools in a single call and returns a unified company intelligence report combining hiring, tech stack, LinkedIn, and job board… | No signals yet | No one-command install · Source | |
| 3856 | Unranked | mcp-meta-brand-presence-mappermcp · other | Enables resolving a company domain to its Instagram, Threads, and Facebook accounts with follower and post counts. | No signals yet | No one-command install · Source | |
| 3857 | Unranked | maxmlang-cxg-censusmcp · other | Query the Chan Zuckerberg CELLxGENE Discover Census single-cell atlas with ontology-aware filters. | No signals yet | No one-command install · Source | |
| 3858 | 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 | |
| 3859 | Unranked | opendata-campus-mcpmcp · other | 教育資源導航 MCP，可透過 TWCampus 目錄路由至台灣官方教育平台，即時搜尋與讀取公開學習資源。 | No signals yet | No one-command install · Source | |
| 3860 | 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 | |
| 3861 | 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 | |
| 3862 | Unranked | naija-faker-mcpmcp · other | Enables AI assistants to generate fake Nigerian data including names, addresses, phone numbers, LGAs, and states for Yoruba, Igbo, and Hausa ethnic… | No signals yet | No one-command install · Source | |
| 3863 | 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 | |
| 3864 | Unranked | echo-qcodermcp · other | Governs and manages Qwen Code builder sessions with tools for previewing, starting, inspecting, queuing tasks, and stopping sessions, all within a… | No signals yet | No one-command install · Source | |
| 3865 | Unranked | gyeongbuk-public-aimcp · other | Enables querying Gyeongbuk-province and municipal population, local tax, policy, and council data through MCP tools, returning conclusions with… | No signals yet | No one-command install · Source | |
| 3866 | Unranked | pictifymcp · other | Generate images, GIFs, and PDFs from HTML, URLs, or templates via MCP. | No signals yet | No one-command install · Source | |
| 3867 | 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 | |
| 3868 | Unranked | bandsintownmcp · other | Access Bandsintown concert and event data for artists via MCP. | No signals yet | No one-command install · Source | |
| 3869 | 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 | |
| 3870 | Unranked | carter-mcpmcp · other | Enables AI assistants to author and push CAR-TER control surface layouts to paired iOS devices in real time, with tools for incremental editing, live… | No signals yet | No one-command install · Source | |
| 3871 | Unranked | churchsuite-bookings-mcpmcp · other | Enables querying ChurchSuite bookings, resources, ministries, and serving patterns via MCP tools, providing read-only access to church management… | No signals yet | No one-command install · Source | |
| 3872 | Unranked | speedrun-mcpmcp · other | Enables AI assistants to query speedrun.com for games, categories, leaderboards, world records, players, and personal bests using natural language. | No signals yet | No one-command install · Source | |
| 3873 | Unranked | gh-scaratec-trelliomcp · other | Comprehensive Trello integration with 46+ tools for board, list, card, and member management. | No signals yet | No one-command install · Source | |
| 3874 | Unranked | homey-mcpmcp · other | Enables AI assistants to control a Homey Pro smart home hub, create automation flows from natural language, and query device and energy history. | No signals yet | No one-command install · Source | |
| 3875 | Unranked | mcp-study-toolsmcp · other | A local MCP study assistant that explains topics, creates study plans, and generates revision checklists through the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 3876 | Unranked | sitemapkitmcp · other | Discovers and extracts sitemaps from any domain, returning structured URL lists with metadata. | No signals yet | No one-command install · Source | |
| 3877 | Unranked | gh-lchampz-heimdallmcp · other | Environment architecture and diagnostic tool for development setup validation. | No signals yet | No one-command install · Source | |
| 3878 | Unranked | shawn1905-generation-shipmcp · other | AI building world | No signals yet | No one-command install · Source | |
| 3879 | Unranked | pulltrader-seller-economics-mcpmcp · other | Estimates the net amount a trading-card seller keeps when selling the same card through eBay versus Pulltrader's selling methods, using a… | No signals yet | No one-command install · Source | |
| 3880 | Unranked | client-compassmcp · other | Generates personalized client strategy briefs from a name, and manages client profiles for behavioral intelligence, enabling client-facing… | No signals yet | No one-command install · Source | |
| 3881 | Unranked | theartofservice-compliance-intelligencemcp · other | Query 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework mappings. | No signals yet | No one-command install · Source | |
| 3882 | Unranked | ondc-mcpmcp · other | Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP… | No signals yet | No one-command install · Source | |
| 3883 | Unranked | mcp-bacenmcp · other | Provides tools to query Brazilian Central Bank public data, including SGS time series and PTAX exchange rates. | No signals yet | No one-command install · Source | |
| 3884 | Unranked | euacc-eu-funding-mcp-connectormcp · other | Provides AI assistants with real-time, verified European funding data including open grant calls, programmes, consortium partners, VCs, and… | No signals yet | No one-command install · Source | |
| 3885 | Unranked | gh-enzoemir1-adopsmcp · other | AI-powered cross-platform ad management for Google Ads and Meta Ads. | No signals yet | No one-command install · Source | |
| 3886 | Unranked | kyiv-alertsmcp · other | Provides read-only MCP tools to query historical air-raid alerts for Kyiv City, including alert windows, sleep window overlaps, and data coverage… | No signals yet | No one-command install · Source | |
| 3887 | Unranked | pipeworx-io-tastedivemcp · other | TasteDive cross-media recommendation engine for finding similar movies, TV shows, music, books, and games via Pipeworx. | No signals yet | No one-command install · Source | |
| 3888 | Unranked | mcp-feedsmcp · other | Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories and robust fetching capabilities. | No signals yet | No one-command install · Source | |
| 3889 | Unranked | mcp-carbon-intensitymcp · other | Enables users to query the UK National Grid's carbon intensity data, providing real-time and forecasted carbon emissions for electricity generation. | No signals yet | No one-command install · Source | |
| 3890 | Unranked | nico-apple-mcpmcp · other | Enables AI assistants to interact with local Apple Calendar, Notes, and Contacts on macOS. Provides tools for creating, reading, updating, and… | No signals yet | No one-command install · Source | |
| 3891 | Unranked | dcc-mcp-illustratormcp · other | MCP adapter for Adobe Illustrator enabling structured DOM inspection and editing of documents, artwork, and exports via DCC-MCP CLI. | No signals yet | No one-command install · Source | |
| 3892 | Unranked | deckproof-mcpmcp · other | Creates, validates, audits, and repairs PowerPoint .pptx files against the OOXML spec, allowing users to generate spec-compliant slides from… | No signals yet | No one-command install · Source | |
| 3893 | Unranked | codex-peermcp · other | Lets one Codex instance send a task to another Codex instance on a different computer, enabling symmetric host-to-host collaboration including… | No signals yet | No one-command install · Source | |
| 3894 | Unranked | holonovelmcp · other | Enables running tabletop RPG campaigns as interactive stories with a world model, narrative tools, and role enforcement, integrating rulebooks like… | No signals yet | No one-command install · Source | |
| 3895 | Unranked | druellan-productivemcp · other | Integrates with Productive.io project management platform to access projects, tasks, pages, and teams | No signals yet | No one-command install · Source | |
| 3896 | Unranked | aza-mcpmcp · other | Enables AI assistants to buy airtime and data, check wallet balance, list data plans, and view transactions for Nigerian mobile networks via an… | No signals yet | No one-command install · Source | |
| 3897 | Unranked | nomos-mcp-bridgemcp · other | A local MCP proxy that connects AI clients to nomos system controllers, allowing registration and switching between them via natural language. Enables… | No signals yet | No one-command install · Source | |
| 3898 | Unranked | san-diego-regional-gis-mcpmcp · other | Enables natural language interaction with SANDAG's regional GIS datasets for San Diego County, supporting discovery, querying, and spatial analysis of… | No signals yet | No one-command install · Source | |
| 3899 | Unranked | mcp-markdown-to-confluencemcp · other | Converts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments. | No signals yet | No one-command install · Source | |
| 3900 | Unranked | evcharger-mcp-kcmcp · other | Enables comparing Korean EV charging fees across providers and discount cards to find the cheapest option. | 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.