Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5501 | 29.067 | nzxplorer-mcp-servermcp · back-end | An MCP server that gives AI assistants direct access to New Zealand stock market data via the NZXplorer API, enabling natural language queries for 130… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | lumu-mcp-servermcp · back-end | An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-powered security incident analysis and management. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | reliaquest-greymatter-mcp-servermcp · back-end | Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 146 tools across 22 domains for incident response, playbooks, cases, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | ip-fabric-mcp-servermcp · back-end | Enables AI assistants to query IP Fabric network inventory and snapshots through natural language, using tools to fetch devices, interfaces, routing… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | kinbox-mcpmcp · back-end | MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and multi-channel customer service management through tools for contacts… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | capcut-mcp-servermcp · back-end | Enables AI assistants to fully control CapCut video editing projects, including creating projects, importing media, adding text/subtitles, managing… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | ssanju-mcp-scopemcp · back-end | Passive debugging proxy for MCP that captures and analyzes JSON-RPC traffic between clients and servers, with TUI exploration, statistics, and session… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | meshcore-mcpmcp · back-end | A Model Context Protocol server that exposes a MeshCore node and the mesh reachable through it as a clean, high-signal interface for AI agents or… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | fieldcure-mcp-filesystem-servermcp · back-end | A secure MCP server that exposes local filesystem operations to AI clients with sandboxed access and runtime directory changes. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | powershell-empire-mcp-servermcp · back-end | Enables AI assistants to manage Empire listeners, stagers, agents, modules, and credentials via the Empire REST API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | 06ketan-substack-opsmcp · back-end | Substack content management and engagement automation — browse posts, reply, restack, and run automations via 26 tools. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | einiba-canyougrabmcp · back-end | Confidence-scored domain availability checking via the CanYouGrab.it API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | suttonwilliamd-tpcmcp · back-end | TPC Server enables AI agents to document their reasoning processes, strategies, and actions through a structured system of Thoughts, Plans, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | den-indance-shopify-promcp · back-end | Shopify MCP server with real ShopifyQL analytics, auto-refresh auth, and Shopify 2026-04 API support. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | minecraft-diagnostic-mcpmcp · back-end | An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | delora-mcpmcp · back-end | Enables cross-chain quote retrieval, chain/token information, and tool discovery via the Delora API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | internet-context-mcpmcp · back-end | A read-only MCP server that gives AI agents the web as compact, ranked, verified evidence — no API keys, no cloud retrieval, all models local. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | aderix-vantagatemcp · back-end | Human-in-the-loop approval system for AI agents with OpenAPI integration. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | deapimcp · back-end | AI inference API for audio transcription, image generation, video creation, TTS, OCR, and embeddings. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | linkedin-mcp-pro-maxmcp · back-end | High-performance autonomous MCP server that turns LinkedIn into an API for AI workflows, enabling profile management, job search, content posting, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | cochrane-meta-analysis-mcp-servermcp · back-end | Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | btp-mcp-servermcp · back-end | Connects AI agents to SAP BTP platform APIs for service discovery, instance management, and destination queries via natural language. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | alexfleetcommander-agent-trust-stack-mcpmcp · back-end | Cryptographic provenance, bilateral blind reputation scoring, and tamper-evident logging for AI agent interactions. 7 interlocking trust protocols… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | aigroup-finnhub-mcpmcp · back-end | A Node.js MCP server that wraps the Finnhub API to provide stock market data, technical analysis, news sentiment, and cryptocurrency market… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | nano-banana-2-polza-mcp-servermcp · back-end | MCP server for generating and editing images through Polza AI using Google Gemini models (Nano Banana 2, Pro, Flash). It supports conditioning with up… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | seedance-polza-mcp-servermcp · back-end | Generates videos using bytedance/seedance-2 models on Polza.ai, supporting text-to-video and image-to-video with polling for completion. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-parigpmcp · back-end | MCP server that exposes the PARI/GP number theory library, enabling advanced mathematical computations like factorization, primality testing… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-oeismcp · back-end | MCP server for querying the OEIS (Online Encyclopedia of Integer Sequences) API, enabling sequence lookup by ID, term search, and name search. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | simply-outlook-mcpmcp · back-end | Enables AI assistants to manage Outlook calendars and emails through the Microsoft Graph API, supporting calendar events, email operations, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-checkupmcp · back-end | Diagnoses MCP server token costs, finds duplicates, grades efficiency, and generates optimization reports. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-pyatvmcp · back-end | MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, offering 32 tools for playback, navigation, volume, apps, and more. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-weather-server-demomcp · back-end | Demo MCP server that provides weather data for cities, with tools to get weather and list available cities. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | blackduck-polaris-mcp-servermcp · back-end | An MCP server for Black Duck Polaris that enables AI coding assistants to trigger scans, manage findings, generate reports, and handle policies across… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | reality-defender-mcp-servermcp · back-end | Enables LLMs to analyze images, videos, audio, and text files for AI-generated content using the Reality Defender API, with support for user file… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | gh-dreamingms-kaelmcp · back-end | AI-native toolkit with web scraping, image generation, search, and utility tools via hosted endpoint. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | gurufocus-mcpmcp · back-end | MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools for stocks, gurus, insiders, politicians, and economic data with… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | deepseek-mcp-servermcp · back-end | MCP server that wraps DeepSeek's AI capabilities into standard MCP tools, supporting three authentication modes including free web-based usage without… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | needhumanmcp · back-end | Human-as-a-Service API for AI agents to delegate tasks requiring real humans. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | horoshop-mcp-servermcp · back-end | An unofficial MCP server that connects AI agents to Horoshop e-commerce stores, providing tools for managing orders, products, and store operations… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | discord-mcpmcp · back-end | Enables LLMs to read and send Discord messages, list servers and channels, and monitor unread messages via a selfbot that uses a user token (violates… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | fasuizu-br-brainiall-mcp-servermcp · back-end | AI-powered speech tools: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | shouldigo-surf-mcpmcp · back-end | MCP server for real-time surf conditions at 5,000+ beaches worldwide. Enables checking surf conditions, finding nearest spots, and listing spots via… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | betrusty-mcp-servermcp · back-end | Enables to calculate property prices and check availability via BeTrusty API, supporting MCP-compatible clients like Claude Desktop and Cursor. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-ssh-toolmcp · back-end | A Model Context Protocol (MCP) SSH client server that provides autonomous SSH operations for GitHub Copilot and VS Code. Enable natural language SSH… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | w3ship-w3ledger-mcp-servermcp · back-end | Self-verifying ledger MCP server with dual-signed transactions, gift cards, sponsor cards, and W3SH loyalty tiers. Supports EVM, ML-DSA-65, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-otobomcp · back-end | MCP server for Otobo ITSM enabling AI assistants to search, create, update, and manage tickets via the Generic Interface REST API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | kennystrawnmusic-mcpenummcp · back-end | Command-line tool that enumerates all prompts, resources, and tools exposed by any MCP server for security testing and API discovery. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | wasabi-wacm-connect-mcpmcp · back-end | MCP server for the Wasabi WACM Connect API, enabling management of account hierarchy, storage, and billing data through Claude with 18 read-only and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | rchanllc-joltsmsmcp · back-end | SMS messaging tools for sending, receiving, and managing text messages via JoltSMS API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | evolution-mcpmcp · back-end | MCP server for GNOME Evolution that enables calendar and email operations such as listing calendars/events, sending emails, and searching messages… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | fizzy-mcpmcp · back-end | MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to read and manage boards, cards, columns, tags, comments, and more. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-ynabmcp · back-end | FastMCP server that exposes the YNAB API for budget management, enabling interaction with YNAB data through MCP tools. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | iotlodge-mcpfarmmcp · back-end | Centralized gateway that aggregates multiple MCP servers into a single endpoint with Docker-managed containers, auto-discovery, authentication, rate… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | openkrx-mcp-servermcp · back-end | Provides Korean Exchange (KRX) Open API data as MCP tools, supporting 31 APIs for indices, stocks, ETP, bonds, derivatives, commodities, and ESG. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-server-pdfnoodlemcp · back-end | Enables AI assistants to generate PDF documents from templates or raw HTML using natural language, with tools for template creation, PDF generation… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | osc-mcp-servermcp · back-end | MCP server for controlling Behringer X-Air digital mixers via OSC, with symbolic naming and dB-to-float conversion. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-server-tuyamcp · back-end | Enables AI assistants to control Tuya/Smart Life smart home devices via tools like on/off, brightness, color, and custom commands. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | gravitas-core-mcpmcp · back-end | Production-grade, autonomous Model Context Protocol (MCP) server that elevates AI models from stateless code generators into persistent… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-iconikmcp · back-end | MCP server providing tools for the Iconik media asset management API. Supports assets, collections, search, metadata, jobs, users, groups, and more… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | focalboard-mcp-servermcp · back-end | Enables AI assistants to manage Focalboard boards and blocks through the Model Context Protocol, supporting both Stdio and HTTP transport modes. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | tfl-mcp-server-for-pokemcp · back-end | Enables AI assistants to access real-time Transport for London data, including tube/bus arrivals, line status, journey planning, and disruptions. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | sourcegraph-mcpmcp · back-end | MCP server for searching code via SourceGraph's GraphQL API, enabling fast symbol and text search across local or cloud SourceGraph instances. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | krisk248-obsidian-notesmcp · back-end | Integrates with Obsidian vaults through the Local REST API plugin for reading, creating, updating, and searching notes with comprehensive note… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-makefile-servermcp · back-end | Exposes Makefile targets as MCP tools, allowing AI agents to execute project automation tasks like build, test, and deploy through natural language. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | realtime-register-mcpmcp · back-end | An MCP server for domain management, enabling domain availability checks, bulk domain checks, and API connectivity testing through the… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | watchdealer-pavel-watchbasemcp · back-end | Integrates with WatchBase Data Feed API to provide structured access to comprehensive watch metadata including brands, collections, reference numbers… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | ilspy-mcp-servermcp · back-end | Exposes all major ILSpy CLI features as separate MCP tools for decompiling .NET assemblies, enabling automated end-to-end processing and structured… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | pavel-bc-blockchain-querymcp · back-end | Integrates with Blockchain.com's Data and Query APIs to enable Bitcoin blockchain data retrieval, analysis, and market monitoring for cryptocurrency… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | void-mcp-filesystem-servermcp · back-end | A secure, sandboxed MCP server that provides Void Editor with safe filesystem access, enabling AI to create, read, modify, and delete files with… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | kukapay-bybit-announcementsmcp · back-end | Integrates with Bybit's public announcements API to retrieve cryptocurrency exchange announcements with filtering by locale, type, and tag, supporting… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-ignite-servermcp · back-end | Provides access to Microsoft Ignite 2025 conference data including sessions, speakers, personal schedule, and favorites via 7 MCP tools with smart… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | chrome-browser-automation-mcp-servermcp · back-end | Enables AI assistants to control Chrome browser for tab management, content extraction, and browser interactions via REST API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | croit-cephmcp · back-end | Integrates with Croit platform's OpenAPI to dynamically generate tools for Ceph cluster management operations including storage administration… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | kingdee-search-servermcp · back-end | 搜索金蝶开发者社区知识库的 MCP 服务器，支持根据关键字检索并返回结果表格。 | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | netadx-ai-core-mcp-api-boilerplatemcp · back-end | A minimal, production-ready MCP server boilerplate for building AI-powered backend services with TypeScript, MongoDB, and JWT authentication. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | openwrt-mcp-controllermcp · back-end | Enables management and control of OpenWrt devices via a simple API, including reboot, status checks, log reading, and LED control. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | kanpou-mcpmcp · back-end | MCP server for searching Japanese government procurement notices via the Kanpou API. Enables LLMs to search by date, keyword, or detailed criteria. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | quip-mcp-server-typescriptmcp · back-end | A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. It provides tools to read spreadsheet data from Quip documents and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | dependency-mcp-servermcp · back-end | A Model Context Protocol server for checking package versions and metadata across multiple package managers including npm, PyPI, Maven, NuGet… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | datalastic-mcpmcp · back-end | MCP server that enables AI assistants to access real-time vessel tracking, port information, and maritime data through the Datalastic Marine AIS Data… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | realtimex-cli-mcpsmcp · back-end | Enables running arbitrary CLI tools as MCP server tools, configured via environment variables. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | fabien-desablens-google-searchmcp · back-end | Integrates with Google's Custom Search API using automatic key rotation and quota management to provide high-volume web search capabilities with… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | ayon1997-health-remindermcp · back-end | Provides automated desktop notifications for wellness activities like water intake, posture breaks, and eye rest with configurable reminder intervals… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | berrydev-gojqmcp · back-end | Executes jq filters on JSON files with validation and error handling for data analysis, API response processing, and configuration file manipulation | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | tool4lmmcp · back-end | Provides local research toolkit with web search, document processing, academic databases, and mathematical computation without requiring external API… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | filipkrayem-ai-consultantmcp · back-end | Integrates with OpenRouter's API to provide AI consultation capabilities across multiple models with intelligent model selection, conversation history… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | monad-mcp-servermcp · back-end | Enables interaction with the Monad Testnet blockchain, including reading block data, balances, transactions, and token operations via natural… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | pubmed-enhanced-search-mcp-servermcp · back-end | A Model Content Protocol server that provides enhanced tools to search and retrieve academic papers from PubMed, with features including MeSH term… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-n8nmcp · back-end | MCP server for integrating with n8n, enabling workflow automation and management through natural language. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | lnfi-network-rgb-lightningmcp · back-end | Integrates with RGB Lightning Node APIs to provide Bitcoin Layer 2 asset management, Lightning Network operations, on-chain transactions, and asset… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | trendy-post-xiaohongshumcp · back-end | Transforms screenshot images into trending Xiaohongshu social media posts by extracting text content through OCR and generating culturally appropriate… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-vps-managermcp · back-end | Enables LLMs to securely manage Virtual Private Servers via SSH, with features including command execution, file operations, system monitoring, and… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | inventorysystem-mcp-servermcp · back-end | A Python MCP server that connects to an Inventory Management System, providing 15 tools for CRUD operations on users, inventory items, and bills. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | burkeholland-vscode-button-generatormcp · back-end | Generates VS Code install buttons and markdown badges for MCP servers and GitHub Copilot extensions, providing one-click installation experiences… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | qianjue-cn-random-orgmcp · back-end | Integrates with Random.org's API to generate cryptographically secure random data using atmospheric noise for applications requiring true randomness… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | comics-mcpmcp · back-end | Model Context Protocol server for comic data sources with plugin architecture, enabling character information retrieval from Comic Vine API. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | danijeun-fanar-mcp-servermcp · back-end | A Model Context Protocol server for Fanar API tools: Islamic RAG, image generation, and translation. | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | chrome-bookmark-mcp-servermcp · back-end | A Model Context Protocol (MCP) server implementation that provides seamless integration between Chrome bookmarks and AI assistants. This server… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | skuvault-mcp-servermcp · back-end | Enables interaction with the SkuVault inventory management system API for product management, inventory control, warehouse operations, and analytics… | 1 star · 1 fork | No one-command install · Source | |
| 5501 | 29.067 | mcp-ping-servermcp · back-end | Enables Claude Desktop to perform network ping tests and internet connectivity checks. | 1 star · 1 fork | 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.