Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 701 | 22.557 | axis-mcpmcp · back-end | MCP server for configuring Axis IP cameras via VAPIX, supporting device info, snapshots, image settings, overlays, network, PTZ, and system… | 1 star | No one-command install · Source | |
| 702 | 22.557 | chess-mcp-servermcp · back-end | Enables AI assistants to explore player profiles, ratings, game archives, leaderboards, clubs, and puzzles via the Chess.com API. | 1 star | No one-command install · Source | |
| 703 | 22.557 | voipbin-mcp-servermcp · back-end | An MCP server that enables AI assistants to interact with the VoIPbin CPaaS platform, exposing tools for managing calls, flows, messaging… | 1 star | No one-command install · Source | |
| 704 | 22.557 | nicegui-mcpmcp · back-end | NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI development, providing guidance lookup, code analysis, safe fixes, and… | 1 star | No one-command install · Source | |
| 705 | 22.557 | ghostfreemcp · back-end | A local MCP server that scans repository dependencies for known vulnerabilities (CVEs) using OSV.dev, enriches findings with NVD and CISA KEV data… | 1 star | No one-command install · Source | |
| 706 | 22.557 | vs-mcp-servermcp · back-end | Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file management, building, debugging, and breakpoint operations directly… | 1 star | No one-command install · Source | |
| 707 | 22.557 | md-gitlab-mcpmcp · back-end | A fully-featured GitLab MCP server that provides 25 advanced capabilities for interacting with GitLab via REST API, including repositories, merge… | 1 star | No one-command install · Source | |
| 708 | 22.557 | drboria-gitlabmcp · back-end | GitLab REST API integration with 25 tools for repositories, merge requests, and issues. | 1 star | No one-command install · Source | |
| 709 | 22.557 | mcp-server-routine-botmcp · back-end | Automates routine DevOps tasks like Jenkins builds and GitLab merge requests through the MCP protocol, simplifying daily operations. | 1 star | No one-command install · Source | |
| 710 | 22.557 | codex-mcp-servermcp · back-end | MCP server for Codex CLI — tmux persistence, git worktree isolation, async dispatch. | 1 star | No one-command install · Source | |
| 711 | 22.557 | mcp-license-audit-2mcp · back-end | MCP server that audits your project's dependency licenses for compatibility issues. Flags GPL/AGPL conflicts and generates compliance reports. | 1 star | No one-command install · Source | |
| 712 | 22.557 | la-growth-machine-mcp-servermcp · back-end | Enables interaction with La Growth Machine (LGM) workspace via MCP, providing 27 tools for managing members, identities, audiences, leads, campaigns… | 1 star | No one-command install · Source | |
| 713 | 22.557 | cdisc-library-mcp-servermcp · back-end | Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDASH, CT) through 15 MCP tools, resources, and prompts. | 1 star | No one-command install · Source | |
| 714 | 22.557 | fintable-mcpmcp · back-end | An unofficial MCP server for fintable.io that enables AI assistants to manage financial categories, rules, and transactions directly through your… | 1 star | No one-command install · Source | |
| 715 | 22.557 | mcp-tw-lvrmcp · back-end | MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural… | 1 star | No one-command install · Source | |
| 716 | 22.557 | brave-image-mcpmcp · back-end | An MCP server that provides image search capabilities via the Brave Image Search API, allowing AI assistants to search images with various filters and… | 1 star | No one-command install · Source | |
| 717 | 22.557 | rentalot-mcp-servermcp · back-end | MCP server for the Rentalot API. Manage rental properties, contacts, showings, conversations, and more from any AI assistant. | 1 star | No one-command install · Source | |
| 718 | 22.557 | fortimail-mcp-server-2mcp · back-end | Enables AI agents to manage FortiMail email security through the FortiMail Engine API, providing tools for domains, users, queues, reports, logs, and… | 1 star | No one-command install · Source | |
| 719 | 22.557 | fortimail-mcp-servermcp · back-end | Open-source MCP server that interfaces with FortiMail Engine API for email security management, enabling queue triage, log investigation, reporting… | 1 star | No one-command install · Source | |
| 720 | 22.557 | qrmint-mcp-servermcp · back-end | Enables AI assistants to generate styled QR codes with customizable colors, styles, gradients, and frames, as well as typed QR codes for WiFi, vCard… | 1 star | No one-command install · Source | |
| 721 | 22.557 | protonmail-mcp-server-2mcp · back-end | A read-only MCP server that connects to Proton Mail via Proton Bridge, enabling AI assistants to search, list, and read emails securely without… | 1 star | No one-command install · Source | |
| 722 | 22.557 | mcp-mercado-p-blicomcp · back-end | Allows AI assistants to query public procurement opportunities, purchase orders, and government entities from Chile's Mercado Público (ChileCompra)… | 1 star | No one-command install · Source | |
| 723 | 22.557 | mcp-proxymcp · back-end | A proxy MCP server that reduces token usage by caching tool definitions locally and loading them on demand, supporting multiple backend MCP servers. | 1 star | No one-command install · Source | |
| 724 | 22.557 | moxiespirit-oathscoremcp · back-end | The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality… | 1 star | No one-command install · Source | |
| 725 | 22.557 | ai-mcp-systemmcp · back-end | An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of AI model logic with document context search. | 1 star | No one-command install · Source | |
| 726 | 22.557 | rosclaw-ur-rtde-mcpmcp · back-end | MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE protocol, enabling motion, force, I/O, and gripper operations. | 1 star | No one-command install · Source | |
| 727 | 22.557 | flomo-mcp-servermcp · back-end | MCP server for flomo that enables AI tools to quickly add notes to your flomo account via the API. | 1 star | No one-command install · Source | |
| 728 | 22.557 | check-point-cloudguard-waf-mcp-servermcp · back-end | Enables AI assistants to manage Check Point CloudGuard WAF configuration through natural language, including assets, profiles, practices, and policy. | 1 star | No one-command install · Source | |
| 729 | 22.557 | ke4qqq-groupsiomcp · back-end | Manage and consume Groups.io mailing lists and group data via the REST API. | 1 star | No one-command install · Source | |
| 730 | 22.557 | groupsio-mcp-servermcp · back-end | Enables consuming and managing Groups.io mailing lists programmatically via the Groups.io REST API. Provides tools to list subscriptions, fetch group… | 1 star | No one-command install · Source | |
| 731 | 22.557 | task-md-utilities-mcp-servermcp · back-end | Enables AI assistants to manage tasks in a kanban board organized as markdown files, with operations to create, update, delete, move tasks, manage… | 1 star | No one-command install · Source | |
| 732 | 22.557 | wsl-mcpmcp · back-end | A MCP terminal management server with persistent sessions and terminal polling, optimized for Windows + WSL environments. | 1 star | No one-command install · Source | |
| 733 | 22.557 | computer-use-mcp-servermcp · back-end | A production-grade macOS MCP server exposing 33 tools for full desktop automation, including mouse, keyboard, screenshot, clipboard, and window… | 1 star | No one-command install · Source | |
| 734 | 22.557 | gridwork-privacymcp · back-end | MCP server that audits websites for GDPR, CCPA, and ePrivacy compliance. | 1 star | No one-command install · Source | |
| 735 | 22.557 | mpv-mcp-servermcp · back-end | MCP server for controlling the mpv media player, enabling playback control, music library browsing, YouTube streaming and downloading, and metadata… | 1 star | No one-command install · Source | |
| 736 | 22.557 | coordinalo-mcp-servermcp · back-end | Connects AI agents to Coordinalo's scheduling platform, enabling booking management, availability checks, client management, and reporting through MCP… | 1 star | No one-command install · Source | |
| 737 | 22.557 | webaesbyamin-agent-receiptsmcp · back-end | Ed25519-signed receipts for every AI agent action. Local-first, verifiable, no server required. | 1 star | No one-command install · Source | |
| 738 | 22.557 | project-brainmcp · back-end | A local MCP memory server that gives AI assistants durable project memory across coding sessions, storing context, changes, and decisions. | 1 star | No one-command install · Source | |
| 739 | 22.557 | serverless-mcp-servermcp · back-end | A minimal, production-ready MCP server running on AWS Lambda with Streamable HTTP transport, enabling deployment of custom tools behind API Gateway. | 1 star | No one-command install · Source | |
| 740 | 22.557 | atlas-backendmcp · back-end | Backend server for Atlas productivity platform | 1 star | No one-command install · Source | |
| 741 | 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 | |
| 742 | 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 | |
| 743 | 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 | |
| 744 | 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 | |
| 745 | 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 | |
| 746 | 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 | |
| 747 | 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 | |
| 748 | 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 | |
| 749 | 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 | |
| 750 | 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 | |
| 751 | 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 | |
| 752 | 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 | |
| 753 | 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 | |
| 754 | 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 | |
| 755 | 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 | |
| 756 | 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 | |
| 757 | 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 | |
| 758 | 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 | |
| 759 | 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 | |
| 760 | 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 | |
| 761 | 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 | |
| 762 | 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 | |
| 763 | 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 | |
| 764 | 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 | |
| 765 | 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 | |
| 766 | 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 | |
| 767 | 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 | |
| 768 | 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 | |
| 769 | 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 | |
| 770 | 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 | |
| 771 | 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 | |
| 772 | 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 | |
| 773 | 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 | |
| 774 | 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 | |
| 775 | 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 | |
| 776 | 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 | |
| 777 | 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 | |
| 778 | 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 | |
| 779 | 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 | |
| 780 | 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 | |
| 781 | 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 | |
| 782 | 22.557 | pptx-mcp-servermcp · back-end | MCP server for creating, reading, and editing PowerPoint (.pptx) presentations. | 1 star | No one-command install · Source | |
| 783 | 22.557 | openai-gpt-image-mcp-servermcp · back-end | Enables image generation and editing using OpenAI's GPT Image API (gpt-image-1, 1.5, 2) with support for multi-image generation, history management… | 1 star | No one-command install · Source | |
| 784 | 22.557 | divination-chart-mcpmcp · back-end | An MCP server for generating Chinese divination charts (Six-line and Bazi) based on user input. | 1 star | No one-command install · Source | |
| 785 | 22.557 | mcp-atlassian-node-servermcp · back-end | Production-ready MCP server for Atlassian Jira and Confluence, providing tools for issue management, page retrieval, and content operations. | 1 star | No one-command install · Source | |
| 786 | 22.557 | mcp-z3-provermcp · back-end | MCP server exposing Z3 solver API for creating variables, adding constraints, and solving SMT problems with optimization support. | 1 star | No one-command install · Source | |
| 787 | 22.557 | mistral-ai-mcpmcp · back-end | MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral. | 1 star | No one-command install · Source | |
| 788 | 22.557 | llm-brand-monitor-mcp-servermcp · back-end | Manages brand monitoring projects, runs scans across 350+ LLMs, and analyzes results through natural language. | 1 star | No one-command install · Source | |
| 789 | 22.557 | drone-mcp-servermcp · back-end | Enables to interact with Drone CI/CD for managing repositories, builds, cron jobs, secrets, and users. | 1 star | No one-command install · Source | |
| 790 | 22.557 | mklmto-eodhdmcp · back-end | Connects to the EODHD financial data API for stock prices, fundamentals, technical indicators, news, macroeconomic data, and screening. | 1 star | No one-command install · Source | |
| 791 | 22.557 | hellosverre-brregmcp · back-end | Norwegian business registry lookup, search, and role queries via the Brønnøysund open API. | 1 star | No one-command install · Source | |
| 792 | 22.557 | brreg-mcpmcp · back-end | Enables direct access to Norwegian company data — lookup, search, roles, subunits, and live updates — through the free Brønnøysund Open Data API. | 1 star | No one-command install · Source | |
| 793 | 22.557 | bennymayo-ads-connectormcp · back-end | MCP server connecting to Meta Ads and Google Ads APIs to retrieve campaign performance metrics and audience insights. | 1 star | No one-command install · Source | |
| 794 | 22.557 | im43ii-tokenlensmcp · back-end | Token intelligence layer that analyzes conversations, estimates API costs, detects wasteful patterns, and generates optimized prompts. | 1 star | No one-command install · Source | |
| 795 | 22.557 | ofodevelopment-cerebrochain-mcp-servermcp · back-end | Supply chain & logistics intelligence — rate shopping across 85+ carriers, inventory management, order tracking, fleet logistics, and AI-powered… | 1 star | No one-command install · Source | |
| 796 | 22.557 | stravacz-mcp-servermcp · back-end | Provides tools to interact with the strava.cz meal ordering system, enabling users to view menus, check and place orders, and manage their canteen… | 1 star | No one-command install · Source | |
| 797 | 22.557 | mcp-resillandmcp · back-end | AI-powered spatial intelligence for landscape restoration, enabling queries on cadastral parcels, species, climate data, and policy documents across… | 1 star | No one-command install · Source | |
| 798 | 22.557 | cuthongthai-vn-vimo-mcp-servermcp · back-end | Vietnam stock market intelligence — 35 tools: real-time SSI quotes, technical analysis, financial statements, stock screener (13 strategies), AI… | 1 star | No one-command install · Source | |
| 799 | 22.557 | daedalus-mcp-findermcp · back-end | Discover, evaluate, and install MCP servers from the Official Registry, Glama, and Smithery. | 1 star | No one-command install · Source | |
| 800 | 22.557 | agentic-vaultmcp · back-end | MCP server that lets AI agents call APIs without ever seeing the credentials, using a local encrypted vault and per-secret allowlist policies for HTTP… | 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.