Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1901 | 22.557 | dav-mcpmcp · ai-agents | Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks via CalDAV, CardDAV, and VTODO protocols. | 1 star | No one-command install · Source | |
| 1902 | 22.557 | bitvoya-mcpmcp · payments | Luxury hotel intelligence and secure checkout handoff for AI travel agents. | 1 star | No one-command install · Source | |
| 1903 | 22.557 | bitvoyamcp · payments | Luxury hotel search, rate comparison, booking quotes, and secure checkout handoff. | 1 star | No one-command install · Source | |
| 1904 | 22.557 | aleatoric-systemsmcp · other | Generates deterministic synthetic market data for backtesting, stress testing, and model validation across major exchanges. | 1 star | No one-command install · Source | |
| 1905 | 22.557 | atlas-backendmcp · back-end | Backend server for Atlas productivity platform | 1 star | No one-command install · Source | |
| 1906 | 22.557 | basicopsmcp · other | Project management with tasks, notes, messages, and team collaboration via BasicOps. | 1 star | No one-command install · Source | |
| 1907 | 22.557 | hsk-mcpmcp · back-end | A remote Model Context Protocol (MCP) server that gives AI assistants structured access to the complete HSK Chinese vocabulary dataset. It exposes 13… | 1 star | No one-command install · Source | |
| 1908 | 22.557 | qr-makermcp · front-end | Generate styled QR codes, manage dynamic short links with analytics, and publish micro-landing pages via AI. | 1 star | No one-command install · Source | |
| 1909 | 22.557 | mikrotik-cli-mcpmcp · back-end | MCP server that sends CLI commands to MikroTik RouterOS via SSH. It allows executing any RouterOS CLI command and getting text output back. | 1 star | No one-command install · Source | |
| 1910 | 22.557 | telitask-mcp-servermcp · back-end | Enables AI assistants to manage phone calls, contacts, and tasks directly, including making and scheduling calls, retrieving transcripts, and handling… | 1 star | No one-command install · Source | |
| 1911 | 22.557 | telitaskmcp · other | Manage contacts, tasks, and calls from AI assistants. | 1 star | No one-command install · Source | |
| 1912 | 22.557 | stockmarketscanmcp · other | 18 tools for US stock screeners, chart patterns, options flow signals, and equities research. | 1 star | No one-command install · Source | |
| 1913 | 22.557 | rewind-mcpmcp · github-vcs | Enables developers to recover their working context after interruptions by analyzing git state, file activity, editor state, and shell history. | 1 star | No one-command install · Source | |
| 1914 | 22.557 | pulldownmcp · back-end | MCP server for retrieving web pages as clean Markdown, with configurable detail levels and optional Chromium rendering for JavaScript-heavy pages. | 1 star | No one-command install · Source | |
| 1915 | 22.557 | kubernetes-prometheus-sre-mcp-servermcp · back-end | Enables natural language Kubernetes cluster operations, SLO monitoring, and PromQL queries via Claude using the Model Context Protocol. | 1 star | No one-command install · Source | |
| 1916 | 22.557 | openapi-dynamic-mcpmcp · back-end | Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI access, and built-in auth support. | 1 star | No one-command install · Source | |
| 1917 | 22.557 | mayorandrew-openapi-dynamicmcp · back-end | Load OpenAPI specs and expose tools to discover, authenticate, and call multiple APIs through a single interface. | 1 star | No one-command install · Source | |
| 1918 | 22.557 | ykshah1309-stealth-agent-browsermcp · browser | Stealth Chromium browser automation with hybrid AOM and Set-of-Mark vision for AI agents. | 1 star | No one-command install · Source | |
| 1919 | 22.557 | stealth-agent-browser-mcpmcp · ai-agents | An MCP server providing AI agents with a stealth Chromium browser that uses hybrid accessibility-object-model and set-of-mark vision for token-lean… | 1 star | No one-command install · Source | |
| 1920 | 22.557 | subagentsmcp · ai-agents | An MCP server that enables Cursor to delegate complex, multi-step tasks to specialized subagents, including general-purpose and explore agents, with… | 1 star | No one-command install · Source | |
| 1921 | 22.557 | safe-migrations-mcpmcp · back-end | An MCP server that acts as a gatekeeper for database and configuration changes, requiring proposals, dry-run simulations, and confirmation tokens… | 1 star | No one-command install · Source | |
| 1922 | 22.557 | yoryocoruxo-rendocmcp · payments | Generate professional PDFs — invoices, contracts, reports — from AI tools via Rendoc templates. | 1 star | No one-command install · Source | |
| 1923 | 22.557 | itsalissonsilva-modelsafetymcpmcp · back-end | MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact… | 1 star | No one-command install · Source | |
| 1924 | 22.557 | context-firstmcp · observability | Maintains AI conversation coherence through context monitoring, conflict detection, and persistent memory across long interactions. | 1 star | No one-command install · Source | |
| 1925 | 22.557 | scopa-mcp-servermcp · ai-agents | An MCP server for playing the Italian card game Scopa, supporting 2-4 players, Redis-backed event logging, real-time synchronization, and an optional… | 1 star | No one-command install · Source | |
| 1926 | 22.557 | nexustrader-mcpmcp · other | Exposes NexusTrader's account, positions, market data, and trading capabilities to AI assistants via natural language. | 1 star | No one-command install · Source | |
| 1927 | 22.557 | emanuele94-simbrief-mcpservermcp · other | Access your SimBrief flight plans. 14 tools covering flight summary, weather (METAR/TAF/ATIS), fuel plan, weights, times, ATC flight plan, navlog… | 1 star | No one-command install · Source | |
| 1928 | 22.557 | debug-test-mcpmcp · back-end | MCP server for debugging MCP host/client custom header implementation, with a tool to inspect request headers. | 1 star | No one-command install · Source | |
| 1929 | 22.557 | gh-jacksun911-megalaunchmcp · other | Community wrapper for launching meme tokens on Solana via the MegaLaunch platform, with bundled buys and Jito speed optimization. | 1 star | No one-command install · Source | |
| 1930 | 22.557 | electronics-docs-mcp-servermcp · database | Provides LLMs with direct access to official vendor PDF documentation for electronics components (TI, ST, ADI) via a local SQLite full-text index and… | 1 star | No one-command install · Source | |
| 1931 | 22.557 | parsely-mcpmcp · back-end | MCP server that enables AI assistants to query Parse.ly analytics for top posts, authors, tags, referrers, content search, and social shares. | 1 star | No one-command install · Source | |
| 1932 | 22.557 | arkalda-hejdar-mcpmcp · ai-agents | Runtime policy enforcement for AI agents. Evaluate actions against organization policies before execution, with observe and enforce modes. | 1 star | No one-command install · Source | |
| 1933 | 22.557 | museum-mcp-servermcp · back-end | Enables AI agents to search and explore over 570,000 artworks from the Metropolitan Museum of Art and Art Institute of Chicago without needing an API… | 1 star | No one-command install · Source | |
| 1934 | 22.557 | mcp-clipstreammcp · ai-agents | Captures copyable text from Claude Code terminal output before it's mangled by ANSI codes or line breaks, providing a clean clipboard buffer through a… | 1 star | No one-command install · Source | |
| 1935 | 22.557 | nexusfeedmcp · other | Real-time LTL fuel surcharge rates for 10 US carriers and ABC liquor license compliance data with verifiable provenance. | 1 star | No one-command install · Source | |
| 1936 | 22.557 | gavelinmcp · search | Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures. | 1 star | No one-command install · Source | |
| 1937 | 22.557 | vdalhambra-axiom-calculator-mcpmcp · back-end | Personal finance calculators — mortgage payments, compound interest, FIRE retirement number, loan comparison, true credit cost, and debt payoff. 8… | 1 star | No one-command install · Source | |
| 1938 | 22.557 | striderlabs-mcp-ubermcp · back-end | MCP server connector for Uber ride-sharing, enabling ride requests, fare estimates, and trip tracking via browser automation. | 1 star | No one-command install · Source | |
| 1939 | 22.557 | clickup-multi-workspace-mcp-servermcp · back-end | Enables AI agents to interact with tasks, spaces, lists, and folders across multiple ClickUp workspaces via the Model Context Protocol. | 1 star | No one-command install · Source | |
| 1940 | 22.557 | alanse-clickup-multi-workspacemcp · other | Integrates with ClickUp workspaces to provide task management, project organization, time tracking, and team collaboration across multiple workspaces… | 1 star | No one-command install · Source | |
| 1941 | 22.557 | gate-local-mcpmcp · back-end | Exposes the full Gate API v4 to MCP clients with 384 tools for spot, futures, margin, wallet, and more. Supports both public endpoints (no auth) and… | 1 star | No one-command install · Source | |
| 1942 | 22.557 | gatemcp · back-end | Exposes the full Gate.io API v4 for spot, futures, options, margin, wallet, and account operations. | 1 star | No one-command install · Source | |
| 1943 | 22.557 | adelelo13-neurohivemcp · ai-agents | Multi-agent memory intelligence with expertise tracking and conflict detection. | 1 star | No one-command install · Source | |
| 1944 | 22.557 | cyperf-mcp-servermcp · ai-agents | Exposes Keysight CyPerf network performance and security testing as 100 tools across 15 categories, enabling AI assistants to orchestrate tests… | 1 star | No one-command install · Source | |
| 1945 | 22.557 | image-converter-mcpmcp · back-end | An MCP server for converting images to AVIF and WebP formats using ImageMagick, with batch conversion and quality control. | 1 star | No one-command install · Source | |
| 1946 | 22.557 | ykshah1309-live-audio-intelligencemcp · other | Provides real-time transcription and vocal stress analysis of live financial webcasts and earnings calls, detecting speaker hesitation and pitch… | 1 star | No one-command install · Source | |
| 1947 | 22.557 | live-audio-intelligence-mcpmcp · ai-agents | Enables real-time transcription and heuristic vocal stress analysis of live financial webcasts, providing an LLM with rolling transcripts and a stress… | 1 star | No one-command install · Source | |
| 1948 | 22.557 | research-insights-mcp-servermcp · back-end | Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, validation workflows, and Signal export capabilities. | 1 star | No one-command install · Source | |
| 1949 | 22.557 | mixpeek-mcp-servermcp · back-end | Automatically loads Mixpeek's OpenAPI spec and exposes its endpoints as MCP tools, enabling natural language interaction with Mixpeek's API via… | 1 star | No one-command install · Source | |
| 1950 | 22.557 | mixpeekmcp · search | Provides AI-powered video and multimodal search capabilities through the Mixpeek platform. | 1 star | No one-command install · Source | |
| 1951 | 22.557 | mcp-sandboxed-git-gh-climcp · github-vcs | Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox restrictions like SSH signing and TLS issues. | 1 star | No one-command install · Source | |
| 1952 | 22.557 | darylerivers-nicheiqsmcp · other | Scores market niches using Reddit discussions, Google Trends data, and competition analysis to identify business opportunities. | 1 star | No one-command install · Source | |
| 1953 | 22.557 | shuck-convertmcp · back-end | An MCP server for converting between document formats (DOCX/PDF to Markdown and Markdown to DOCX) with academic styling support. | 1 star | No one-command install · Source | |
| 1954 | 22.557 | gh-shan-zhu-shuck-convertmcp · other | Converts documents between DOCX, PDF, and Markdown formats with formatting preservation using Pandoc. | 1 star | No one-command install · Source | |
| 1955 | 22.557 | gh-rahuljava2807-claude-code-bridgemcp · observability | Bridges Claude Code sessions with Claude Chat by providing session log access and synchronization. | 1 star | No one-command install · Source | |
| 1956 | 22.557 | claude-code-bridge-mcpmcp · observability | Bridges Claude Code terminal sessions with Claude Chat by exposing session logs as tools, enabling seamless context transfer and two-way communication… | 1 star | No one-command install · Source | |
| 1957 | 22.557 | gh-marerem-longmemmcp · ai-agents | Persistent memory for AI coding assistants that stores and retrieves previously solved problems across projects. | 1 star | No one-command install · Source | |
| 1958 | 22.557 | mcp-redtrackmcp · back-end | MCP server for RedTrack affiliate tracking API, enabling querying campaigns, clicks, conversions, and reports from any MCP-compatible client. | 1 star | No one-command install · Source | |
| 1959 | 22.557 | gh-pijusz-sanity-imagesmcp · other | Upload local images to Sanity CMS as assets with support for single uploads, batch operations, document field patching, and GROQ queries. | 1 star | No one-command install · Source | |
| 1960 | 22.557 | isteam-linkedin-mcpmcp · ai-agents | MCP server for LinkedIn that enables AI agents to post, comment, like, and manage content on LinkedIn. | 1 star | No one-command install · Source | |
| 1961 | 22.557 | kommo-mcp-servermcp · back-end | Enables AI assistants to autonomously interact with Kommo CRM, providing tools for managing pipelines, leads, contacts, and custom fields via the… | 1 star | No one-command install · Source | |
| 1962 | 22.557 | qldt-hanu-mcpmcp · back-end | MCP server for the QLDT HANU student management system, enabling AI assistants to authenticate and interact with the Hanoi University portal. | 1 star | No one-command install · Source | |
| 1963 | 22.557 | aeo-scannermcp · auth | Enables users to scan any website for AI search visibility, producing AEO, GEO, agent readiness, and mention-readiness scores along with AI identity… | 1 star | No one-command install · Source | |
| 1964 | 22.557 | striderlabs-mcp-grubhubmcp · back-end | Enables AI agents to autonomously order food from Grubhub, including searching restaurants, browsing menus, managing cart, placing orders, and… | 1 star | No one-command install · Source | |
| 1965 | 22.557 | markswendsen-code-grubhubmcp · back-end | Search restaurants, browse menus, manage cart, place orders, and track deliveries on Grubhub via browser automation. | 1 star | No one-command install · Source | |
| 1966 | 22.557 | agent-notifymcp · comms | Enables AI agents and applications to send audio notifications with text-to-speech, message streaming, agent-to-agent conversations, and web push… | 1 star | No one-command install · Source | |
| 1967 | 22.557 | boligwatch-mcp-servermcp · back-end | Monitors boligportal.dk for new rental listings in Denmark. Provides tools to search, filter, and track apartment listings via natural language. | 1 star | No one-command install · Source | |
| 1968 | 22.557 | 100hires-mcp-servermcp · back-end | Official Model Context Protocol server for 100Hires — the applicant tracking system for recruiting teams. Exposes the full 100Hires API v2 as 130 MCP… | 1 star | No one-command install · Source | |
| 1969 | 22.557 | fronius-mcpmcp · ai-agents | Enables real-time solar data from Fronius inverters via Claude, allowing natural language queries about solar production, battery, and grid exchange. | 1 star | No one-command install · Source | |
| 1970 | 22.557 | flowiesner-fronius-solarmcp · back-end | Real-time solar inverter data from Fronius devices via the local Solar API. | 1 star | No one-command install · Source | |
| 1971 | 22.557 | basaltmcp · front-end | Design tokens, components, icons, and accessibility data stored in Git and served to AI coding tools. | 1 star | No one-command install · Source | |
| 1972 | 22.557 | nexusforge-tools-eu-financemcp · back-end | European financial data from ECB, Eurostat, and Frankfurter APIs — interest rates, inflation, GDP, and unemployment. | 1 star | No one-command install · Source | |
| 1973 | 22.557 | chromium-style-qrcode-mcpmcp · back-end | An MCP server for generating Chromium-style QR codes with circular modules, rounded locators, and an optional center image (Dino logo or custom). | 1 star | No one-command install · Source | |
| 1974 | 22.557 | chromium-qrcodemcp · browser | Generates QR codes with circular dot modules and rounded corners in Google Chrome's visual style. | 1 star | No one-command install · Source | |
| 1975 | 22.557 | healthy-aging-atlasmcp · back-end | MCP server for evidence-based supplement data including trust-scored products, price history, comparisons, and goal-based recommendations. | 1 star | No one-command install · Source | |
| 1976 | 22.557 | component-mcp-servermcp · front-end | Connects Figma designs to React components using your actual component library, enabling AI tools to generate production-ready code with proper… | 1 star | No one-command install · Source | |
| 1977 | 22.557 | eigencharlie-pdf-toolkitmcp · other | Unofficial PDF toolkit for merging, splitting, compressing, OCR, converting, watermarking, and protecting documents via iLoveAPI. | 1 star | No one-command install · Source | |
| 1978 | 22.557 | convomcp · other | Access Convo meeting transcripts, summaries, action items, and coaching feedback from any MCP-compatible AI assistant. | 1 star | No one-command install · Source | |
| 1979 | 22.557 | kali-tools-mcp-servermcp · back-end | Integrates 7 security tools (nmap, nuclei, dirsearch, sqlmap, hydra, Acunetix, Metasploit) via MCP protocol for AI-assisted penetration testing with… | 1 star | No one-command install · Source | |
| 1980 | 22.557 | shopify-forecast-mcpmcp · other | Enables AI assistants to forecast revenue and demand for Shopify stores using Google's TimesFM model. Provides tools for revenue forecasting, demand… | 1 star | No one-command install · Source | |
| 1981 | 22.557 | tasksyncmcp · back-end | Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, give it new directions, attach screenshots, and keep it on track — without… | 1 star | No one-command install · Source | |
| 1982 | 22.557 | agent-mailbox-mcpmcp · ai-agents | MCP server for multi-agent AI systems providing mailbox messaging, A2A task delegation, resource coordination, and a web dashboard. | 1 star | No one-command install · Source | |
| 1983 | 22.557 | ploomes-mcp-servermcp · back-end | Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing contacts, deals, tasks, pipelines, interactions, quotes, orders… | 1 star | No one-command install · Source | |
| 1984 | 22.557 | pocketcasts-mcpmcp · search | Enables AI assistants to search, browse, and manage your Pocket Casts podcast library. | 1 star | No one-command install · Source | |
| 1985 | 22.557 | paperjsx-mcp-servermcp · back-end | Enables AI agents to generate a variety of documents (PPTX presentations, DOCX reports, PDF invoices, XLSX spreadsheets) locally from JSON specs… | 1 star | No one-command install · Source | |
| 1986 | 22.557 | virgilvox-furlowmcp · comms | Author and validate FURLOW Discord bot YAML specifications with scaffold support for actions, events, and builtins. | 1 star | No one-command install · Source | |
| 1987 | 22.557 | aaronsong0505-wechat-blueskymcp · comms | Dual MCP services for curated WeChat article digest delivery and Bluesky social publishing. | 1 star | No one-command install · Source | |
| 1988 | 22.557 | joeybrar-agentsealmcp · observability | Verifiable action logs for AI agents using SHA-256 hash chains to detect tampering. | 1 star | No one-command install · Source | |
| 1989 | 22.557 | ilay25-coder-quality-guardianmcp · back-end | MCP server aggregating Semgrep, PHPStan, Knip, PHPMetrics, and Deptrac into a unified baseline-aware code quality gate. | 1 star | No one-command install · Source | |
| 1990 | 22.557 | valyay-nanostoresmcp · search | Nanostores state management analysis and documentation search for AI assistants. | 1 star | No one-command install · Source | |
| 1991 | 22.557 | mcp-delonghi-ecammcp · observability | Enables LLMs to control DeLonghi ECAM espresso machines over a local network, including brewing beverages, monitoring status, and managing machine… | 1 star | No one-command install · Source | |
| 1992 | 22.557 | gh-daedalus-delonghi-ecammcp · other | Control DeLonghi ECAM espresso machines via local network. | 1 star | No one-command install · Source | |
| 1993 | 22.557 | io-github-daedalus-mcp-shodanmcp · back-end | MCP server that exposes Shodan API for host information, search, alerts, scanning, and exploit data. | 1 star | No one-command install · Source | |
| 1994 | 22.557 | daedalus-shodanmcp · back-end | Exposes all Shodan API functionality for host lookups, network scanning, alert management, and exploit searches. | 1 star | No one-command install · Source | |
| 1995 | 22.557 | io-github-daedalus-mcp-telegram-botmcp · back-end | MCP server that exposes a Telegram bot, enabling sending messages and retrieving updates through natural language. | 1 star | No one-command install · Source | |
| 1996 | 22.557 | daedalus-telegram-botmcp · back-end | Integrates with Telegram's Bot API to send messages, retrieve bot information, and access recent updates. | 1 star | No one-command install · Source | |
| 1997 | 22.557 | quanticsoul4772-grafanamcp · other | Integrates with Grafana instances to provide dashboard management, data source operations, Prometheus/Loki querying, alerting configuration, and… | 1 star | No one-command install · Source | |
| 1998 | 22.557 | pptx-mcp-servermcp · back-end | MCP server for creating, reading, and editing PowerPoint (.pptx) presentations. | 1 star | No one-command install · Source | |
| 1999 | 22.557 | playwright-mcp-parallelmcp · browser | Enables running multiple isolated browser instances in parallel, each with independent state and auth cloning, for concurrent task execution. | 1 star | No one-command install · Source | |
| 2000 | 22.557 | volta-notesmcp · other | Burn-after-read encrypted notes with E2E encryption on the Internet Computer. | 1 star | 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.