Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4901 | 58.2367 | davidlin2k-onos-network-managementmcp · back-end | Enables network management and control for ONOS by providing comprehensive REST API access to network topology, device configuration, flow management… | 6 stars · 2 forks | No one-command install · Source | |
| 4902 | 58.2367 | youtube-transcript-mcp-servermcp · back-end | Enables AI assistants to retrieve transcripts from YouTube videos via a serverless API deployed on Cloudflare Workers. | 6 stars · 2 forks | No one-command install · Source | |
| 4903 | 58.2367 | rahgadda-openapimcp · back-end | Enables LLMs to interact with REST APIs by dynamically generating tools from OpenAPI specifications, allowing models to execute HTTP requests against… | 6 stars · 2 forks | No one-command install · Source | |
| 4904 | 58.2367 | omaidf-solanamcp · back-end | Provides a bridge to the Solana blockchain for token analysis, liquidity tracking, and risk assessment with a focus on meme tokens through Python and… | 6 stars · 2 forks | No one-command install · Source | |
| 4905 | 58.2367 | einreke-sleeper-fantasy-footballmcp · back-end | Integrates with Sleeper Fantasy Football API to provide complete access to user profiles, league data, rosters, matchups, draft information, player… | 6 stars · 2 forks | No one-command install · Source | |
| 4906 | 58.2367 | market-fiyat-mcp-servermcp · back-end | A Model Context Protocol server for querying Turkish market prices, comparing products, and getting AI-powered shopping recommendations. | 6 stars · 2 forks | No one-command install · Source | |
| 4907 | 58.2367 | kube-mcp-operatormcp · back-end | Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar into annotated deployments. | 6 stars · 2 forks | No one-command install · Source | |
| 4908 | 58.2367 | leonardogilrodriguez-tmdbmcp · back-end | Integrates with The Movie Database API to enable film and television data queries, cast and crew collaboration discovery, and entertainment industry… | 6 stars · 2 forks | No one-command install · Source | |
| 4909 | 58.2367 | iamfiro-17track-package-trackingmcp · back-end | Integrates with 17TRACK API to provide global package tracking across multiple carriers with fuzzy search for carrier identification and delivery… | 6 stars · 2 forks | No one-command install · Source | |
| 4910 | 58.2367 | alexandervtr-downloads-organizermcp · back-end | Automatically organizes files in your Downloads folder based on configurable rules, sorting by file type and date while handling duplicates through a… | 6 stars · 2 forks | No one-command install · Source | |
| 4911 | 58.2367 | mcp-kandinskymcp · back-end | MCP server that generates images from text prompts using the Kandinsky AI via official API. | 6 stars · 2 forks | No one-command install · Source | |
| 4912 | 58.2367 | youtube-dlp-mcp-servermcp · back-end | Enables AI assistants to extract YouTube video metadata, subtitles, and top comments without downloading videos. | 6 stars · 2 forks | No one-command install · Source | |
| 4913 | 58.2367 | fusion360-mcp-servermcp · back-end | Enables AI assistants to generate Autodesk Fusion 360 Python scripts through natural language commands, using the Model Context Protocol (MCP) for… | 6 stars · 2 forks | No one-command install · Source | |
| 4914 | 58.2367 | boezzz-ridewithgpsmcp · back-end | Integrates with RideWithGPS API to retrieve cycling routes, trips, events, and performance metrics including speed, elevation, heart rate, power, and… | 6 stars · 2 forks | No one-command install · Source | |
| 4915 | 58.2367 | kongyo2-eve-online-trafficmcp · back-end | Integrates with EVE Online's ESI API, EVE-KILL API, and Static Data Export to provide route calculation, combat statistics analysis, station services… | 6 stars · 2 forks | No one-command install · Source | |
| 4916 | 58.2367 | fastmcp-file-servermcp · back-end | A secure file server for AI assistants that provides comprehensive file operations and text manipulation with configurable access levels and multiple… | 6 stars · 2 forks | No one-command install · Source | |
| 4917 | 58.2367 | async-bash-mcpmcp · back-end | An MCP server for spawning and managing bash commands asynchronously. Run multiple shell commands in parallel and check their progress independently. | 6 stars · 2 forks | No one-command install · Source | |
| 4918 | 58.2367 | legal-info-mcp-servermcp · back-end | A modular MCP server providing structured, methodology-driven prompt endpoints for rapid legal/compliance landscape mapping, gap discovery, and risk… | 6 stars · 2 forks | No one-command install · Source | |
| 4919 | 58.2367 | optimizely-cms-mcpmcp · back-end | Enables AI assistants to interact with Optimizely CMS via its GraphQL and Content Management APIs, supporting dynamic content discovery, retrieval… | 6 stars · 2 forks | No one-command install · Source | |
| 4920 | 58.2367 | mcp-imap-servermcp · back-end | Enables LLMs to read, search, and manage emails via IMAP with secure, read-only access to email accounts. | 6 stars · 2 forks | No one-command install · Source | |
| 4921 | 58.2367 | kydycode-todoist-extmcp · back-end | Integrates with Todoist API to provide enhanced task management capabilities including task creation, updating, completion, project organization… | 6 stars · 2 forks | No one-command install · Source | |
| 4922 | 58.2367 | nvim-mcp-servermcp · back-end | A Model Context Protocol server for Neovim that provides LSP-based symbol tools, enabling AI language models to perform code analysis and manipulation… | 6 stars · 2 forks | No one-command install · Source | |
| 4923 | 58.2367 | moldsim-mcpmcp · back-end | An MCP server that gives AI assistants expert knowledge about injection molding simulation, providing tools for material properties, process… | 6 stars · 2 forks | No one-command install · Source | |
| 4924 | 58.2367 | bol-mcpmcp · back-end | MCP server for the bol.com Retailer API that enables managing orders, offers, shipments, returns, invoices, and commissions via natural language. | 6 stars · 2 forks | No one-command install · Source | |
| 4925 | 58.2367 | framegrab-mcp-servermcp · back-end | An MCP server for capturing images from cameras and video streams via the framegrab library, providing tools to create framegrabbers and grab frames. | 6 stars · 2 forks | No one-command install · Source | |
| 4926 | 58.2367 | vincentwei1021-agent-toolboxmcp · back-end | Provides 13 production-ready tools for web search, content extraction, weather, finance, screenshots, and more through a unified API. | 6 stars · 2 forks | No one-command install · Source | |
| 4927 | 58.2367 | any4ai-anycrawlmcp · back-end | Integrates with the AnyCrawl API to provide web scraping and crawling capabilities with configurable depth limits, multiple scraping engines, and… | 6 stars · 2 forks | No one-command install · Source | |
| 4928 | 58.2367 | ibkr-mcp-server-4mcp · back-end | Provides an MCP server for Interactive Brokers trading operations, managing an IBKR Gateway Docker container and exposing trading functionality… | 6 stars · 2 forks | No one-command install · Source | |
| 4929 | 58.2367 | moodle-connectormcp · back-end | Moodle REST API client with batch downloading and MCP protocol support for Claude Code and OpenCode, enabling course management, grade checking… | 6 stars · 2 forks | No one-command install · Source | |
| 4930 | 58.2367 | alfresco-mcp-servermcp · back-end | A minimal MCP server for Alfresco providing tools via the Alfresco REST API, with ticket-based authentication and support for stdio, SSE, and HTTP… | 6 stars · 2 forks | No one-command install · Source | |
| 4931 | 58.2367 | processon-mcp-server-processon-nodemcp · back-end | Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps. | 6 stars · 2 forks | No one-command install · Source | |
| 4932 | 58.2367 | tickmcp · back-end | A time MCP server that provides real current time and recency checks to prevent AI temporal hallucinations. | 6 stars · 2 forks | No one-command install · Source | |
| 4933 | 58.2367 | visotrust-vendor-risk-managementmcp · back-end | Provides a bridge to VISO TRUST's vendor risk management API, enabling third-party assessment, relationship tracking, and vendor information querying… | 6 stars · 2 forks | No one-command install · Source | |
| 4934 | 58.2367 | ryancardin-noaa-tides-currentsmcp · back-end | Integrates with NOAA's oceanographic and meteorological APIs to provide access to water level data, tide predictions, currents, weather measurements… | 6 stars · 2 forks | No one-command install · Source | |
| 4935 | 58.2367 | aso-copilotmcp · back-end | MCP server for managing App Store Optimization: add apps, track keywords, pull health reports, spy on competitors, find keyword opportunities, and… | 6 stars · 2 forks | No one-command install · Source | |
| 4936 | 58.2367 | seedance-2-5-mcp-servermcp · back-end | MCP server for generating Seedance 2.5 videos via MuAPI, enabling text-to-video, image-to-video, first/last frame, and omni reference workflows with… | 6 stars · 2 forks | No one-command install · Source | |
| 4937 | 58.2367 | scenic-gui-automationmcp · back-end | Provides automation and testing capabilities for Scenic Elixir GUI applications through keyboard input simulation, mouse interaction, and real-time… | 6 stars · 2 forks | No one-command install · Source | |
| 4938 | 58.2367 | ai-text-detection-with-debertav3mcp · back-end | ai-detect is a free AI text detector that runs entirely on your own hardware. It scores writing sentence by sentence using… | 6 stars · 2 forks | No one-command install · Source | |
| 4939 | 58.2367 | windsurf-search-mcpmcp · back-end | MCP server and CLI for Windsurf/Devin server-side web search, exposing a web_search tool that returns JSON hits from the GetWebSearchResults API. | 6 stars · 2 forks | No one-command install · Source | |
| 4940 | 58.2367 | xahau-mcpmcp · back-end | Offline MCP server for the Xahau network that simulates Hooks smart contracts by running their real WebAssembly bytecode, performs static analysis… | 6 stars · 2 forks | No one-command install · Source | |
| 4941 | 58.2367 | mcp-gitlabmcp · back-end | MCP server for the GitLab REST API providing tools to manage projects, merge requests, pipelines, CI/CD variables, approvals, issues, and code… | 6 stars · 2 forks | No one-command install · Source | |
| 4942 | 58.2367 | pendpostmcp · back-end | Pendpost MCP server — exposes ~43 tools for posting, scheduling, and managing content via the Pendpost platform. | 6 stars · 2 forks | No one-command install · Source | |
| 4943 | 58.2367 | fabianschurig-bitbucketmcp · back-end | Bitbucket Cloud API for MCP: complete auto-generated spec coverage with customizable prompts. | 6 stars · 2 forks | No one-command install · Source | |
| 4944 | 58.2367 | perigonmcp · back-end | Integrates with Perigon's news API to search articles, stories, journalists, companies, people, sources, topics, and Wikipedia content with advanced… | 6 stars · 2 forks | No one-command install · Source | |
| 4945 | 58.2367 | anythink-mcpmcp · back-end | Build and run a complete backend from your agent: relational data with row-/field-level security, full-text + semantic + geo search, RBAC and BYOK, a… | 6 stars · 2 forks | No one-command install · Source | |
| 4946 | 58.2367 | doppler-mcp-servermcp · back-end | Enables AI assistants to interact with the Doppler API for secrets management, including listing, retrieving, and updating secrets across projects and… | 6 stars · 2 forks | No one-command install · Source | |
| 4947 | 58.2367 | trinitycore-mcp-servermcp · back-end | Enterprise-grade MCP server with 107 tools for TrinityCore bot development, game data access, AI code review, performance profiling, and a full web… | 6 stars · 2 forks | No one-command install · Source | |
| 4948 | 58.2367 | fast-diff-mcp-servermcp · back-end | A high-performance Model Context Protocol server that provides text diffing capabilities, enabling LLMs to compare two blocks of text and receive… | 6 stars · 2 forks | No one-command install · Source | |
| 4949 | 58.2367 | elemctlmcp · back-end | MCP server for managing 1C:Enterprise.Element applications via Console API v2, enabling application listing, deployment with verification, build… | 6 stars · 2 forks | No one-command install · Source | |
| 4950 | 58.2367 | mcp-shell-servermcp · back-end | A secure MCP server for shell operations, terminal management, and process control, enabling AI assistants to safely execute commands and manage… | 6 stars · 2 forks | No one-command install · Source | |
| 4951 | 58.2367 | quantum-hardware-mcp-servermcp · back-end | An MCP server that provides real-time IBM Quantum device data including queue depths, error rates, and coherence times, enabling AI assistants to… | 6 stars · 2 forks | No one-command install · Source | |
| 4952 | 58.2367 | mcp-server-filemakermcp · back-end | An MCP server that provides AI assistants with direct access to FileMaker databases via OData v4 API, enabling CRUD operations, script execution, and… | 6 stars · 2 forks | No one-command install · Source | |
| 4953 | 58.2367 | mp-consulting-homebridge-mcp-servermcp · back-end | MCP server for Homebridge that enables AI assistants to control smart home accessories, manage plugins, edit configuration, and monitor the Homebridge… | 6 stars · 2 forks | No one-command install · Source | |
| 4954 | 58.2995 | thunderbitmcp · back-end | Scrapes web pages and extracts structured data via the Thunderbit Open API with seven tools including batch processing of up to 100 URLs. | 12 stars | No commit datelisted | No one-command install · Source |
| 4955 | 58.2995 | elonjask-proxypinmcp · back-end | Analyzes HTTP traffic captured by ProxyPin proxy application, enabling API reverse engineering, debugging, and client code generation through HAR file… | 12 stars | No commit datelisted | No one-command install · Source |
| 4956 | 58.2995 | ctkadvisors-graphqlmcp · back-end | Transforms any GraphQL API into dynamic tools through automatic schema introspection, enabling direct access to structured data with parameter… | 12 stars | No commit datelisted | No one-command install · Source |
| 4957 | 58.2995 | pontusab-typegenmcp · back-end | Generates typed TypeScript client code from MCP server definitions to reduce tool-calling token consumption. | 12 stars | No one-command install · Source | |
| 4958 | 58.2995 | ronieneubauer-cli2mcpmcp · back-end | Wraps any CLI binary as an MCP server by parsing its --help output and synthesizing a JSON Schema at startup. | 12 stars | No one-command install · Source | |
| 4959 | 58.2995 | ratamaha-git-n8nmcp · back-end | Community MCP server for n8n that provides workflow generation, linting, execution diagnosis, and live n8n instance management. | 12 stars | No one-command install · Source | |
| 4960 | 58.2995 | mcp-technitium-dnsmcp · back-end | Safety-focused MCP server for querying and managing Technitium DNS Server through its HTTP API, with strict input validation and audit logging. | 12 stars | No one-command install · Source | |
| 4961 | 58.2995 | cortex-gatewaymcp · back-end | A federated MCP gateway that consolidates multiple plain-HTTP backends into a single, OAuth-protected MCP server, enabling agents to access diverse… | 12 stars | No one-command install · Source | |
| 4962 | 58.2995 | federal-compass-mcpmcp · back-end | An MCP server that connects Claude to the USAJobs API, enabling natural language search for federal jobs, translation of government jargon, CV… | 12 stars | No one-command install · Source | |
| 4963 | 58.2995 | datadoemcp · back-end | Connects to Amazon Seller Central, Vendor Central, and Amazon Ads APIs with managed authentication and rate limiting. | 12 stars | No one-command install · Source | |
| 4964 | 58.2995 | horizun-pbi-mcpmcp · back-end | MCP server for interacting with local Power BI Desktop and .pbip projects, enabling DAX queries, model documentation, measure editing, and PBIR visual… | 12 stars | No one-command install · Source | |
| 4965 | 58.2995 | sharedoc-mcpmcp · back-end | sharedoc-mcp is an MCP stdio server that lets AI agents publish, update, search, and revoke shareable Markdown documents as secret GitHub gists or… | 12 stars | No one-command install · Source | |
| 4966 | 58.2995 | backspace-me-sportscoremcp · back-end | Live sports data for football, basketball, cricket, and tennis via the SportScore API. | 12 stars | No one-command install · Source | |
| 4967 | 59.0472 | jacobgoren-workatomcp · back-end | Integrates with Workato's automation platform API to enable management of integration recipes, connections, and workflows directly from conversations… | 4 stars · 4 forks | No one-command install · Source | |
| 4968 | 59.0472 | dbsmith-aws-amplify-datamcp · back-end | Bridges AI systems with AWS Amplify Data APIs, enabling GraphQL-based data model interaction without requiring complex query writing | 4 stars · 4 forks | No one-command install · Source | |
| 4969 | 59.0472 | kvadratni-squaremcp · back-end | Integrates with Square's API to enable payment processing, business management, and e-commerce operations for AI applications. | 4 stars · 4 forks | No one-command install · Source | |
| 4970 | 59.0472 | ghibli-videomcp · back-end | Transforms static images into animated Ghibli-style videos through the GPT4O Image Generator API with tools for credit balance checking and task… | 4 stars · 4 forks | No one-command install · Source | |
| 4971 | 59.0472 | everhour-mcp-servermcp · back-end | Provides complete integration with the Everhour API for time tracking, project and task management, enabling AI assistants to manage productivity… | 4 stars · 4 forks | No one-command install · Source | |
| 4972 | 59.0472 | capsule-crm-mcp-servermcp · back-end | Enables AI assistants to access and query Capsule CRM data (contacts, opportunities, support cases, tasks, projects, products) through natural… | 4 stars · 4 forks | No one-command install · Source | |
| 4973 | 59.0472 | aranet4-mcp-servermcp · back-end | MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching, historical querying, and plotting. | 4 stars · 4 forks | No one-command install · Source | |
| 4974 | 59.0472 | growwmcp · back-end | Integrates with the Groww trading platform API to execute stock market operations including order placement, portfolio management, and live market… | 4 stars · 4 forks | No one-command install · Source | |
| 4975 | 59.0472 | bielacki-igdbmcp · back-end | Integrates with IGDB's video game database API to provide access to game details, release dates, platforms, genres, ratings, and gaming metadata for… | 4 stars · 4 forks | No one-command install · Source | |
| 4976 | 59.0472 | tumalevich-didlogic-voipmcp · back-end | Provides a natural language interface to DIDLogic telecommunications API for managing SIP accounts, phone numbers, call history, and billing… | 4 stars · 4 forks | No one-command install · Source | |
| 4977 | 59.0472 | planner-mcp-servermcp · back-end | A server for creating and managing plans with steps, enabling users to break down complex tasks into manageable steps and track progress. | 4 stars · 4 forks | No one-command install · Source | |
| 4978 | 59.0472 | weather-forecast-servermcp · back-end | Provides current weather and multi-day forecasts for any location worldwide, integrable with MCP clients like Claude. | 4 stars · 4 forks | No one-command install · Source | |
| 4979 | 59.0472 | secretiveshell-gotifymcp · back-end | Sends push notifications with customized titles and messages to any Gotify server through environment variable configuration. | 4 stars · 4 forks | No one-command install · Source | |
| 4980 | 59.0472 | jamesanz-bitcoin-mcpmcp · back-end | An MCP server that enables AI models to query the Bitcoin blockchain. | 4 stars · 4 forks | No one-command install · Source | |
| 4981 | 59.0472 | relay-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge and swap tools for AI agents. | 4 stars · 4 forks | No one-command install · Source | |
| 4982 | 59.0472 | fitatu-mcp-unofficialmcp · back-end | Unofficial MCP server that exposes Fitatu account operations as tools for inspecting and updating your meal plan. | 4 stars · 4 forks | No one-command install · Source | |
| 4983 | 59.0472 | easypanel-mcpmcp · back-end | MCP server for EasyPanel that enables AI agents to manage servers, projects, services, databases, and domains via 40 curated tools or raw tRPC access… | 4 stars · 4 forks | No one-command install · Source | |
| 4984 | 59.0472 | vcon-mcpmcp · back-end | MCP server for storing, managing, and analyzing IETF vCon (Virtual Conversation) data with AI assistants. | 4 stars · 4 forks | No one-command install · Source | |
| 4985 | 59.0476 | duckduckgo-felo-ai-searchmcp · back-end | Provide fast, privacy-friendly web and AI-powered search capabilities with integrated content and metadata extraction. Enhance your AI assistants by… | 2,823 installs | No commit datelisted | No one-command install · Source |
| 4986 | 59.0529 | syndicats-openregistermcp · back-end | Integrates with the German company register through the OpenRegister API to search for companies by name or register number, retrieve detailed company… | 8 stars · 1 fork | No one-command install · Source | |
| 4987 | 59.0529 | mcp-devcontainersmcp · back-end | MCP server for generating and configuring development containers from devcontainer.json files, enabling management of devcontainer environments… | 8 stars · 1 fork | No one-command install · Source | |
| 4988 | 59.0529 | flask-mcp-servermcp · back-end | Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Flask app or run it standalone. | 8 stars · 1 fork | No one-command install · Source | |
| 4989 | 59.0529 | faim-mcp-servermcp · back-end | A Model Context Protocol (MCP) server that integrates the FAIM time series forecasting SDK with any MCP-compatible AI assistant, enabling AI-powered… | 8 stars · 1 fork | No one-command install · Source | |
| 4990 | 59.0529 | niutrans-translationmcp · back-end | Integrates with NiuTrans commercial translation API to provide professional-grade machine translation between multiple languages | 8 stars · 1 fork | No one-command install · Source | |
| 4991 | 59.0529 | simple-mcp-servermcp · back-end | Enables AI tools to query context from a local JSON data source via stdio, demonstrating the Model Context Protocol. | 8 stars · 1 fork | No one-command install · Source | |
| 4992 | 59.0529 | neosun100-langextract-webmcp · back-end | Web application wrapping Google's LangExtract library for structured information extraction with web UI, REST API, and MCP server interfaces. | 8 stars · 1 fork | No one-command install · Source | |
| 4993 | 59.0529 | purelymail-mcp-servermcp · back-end | Provides AI assistants with access to PurelyMail's email management API, enabling user, domain, routing, and billing management through natural… | 8 stars · 1 fork | No one-command install · Source | |
| 4994 | 59.0529 | meteor-mcpmcp · back-end | Provides complete Meteor.js v3.4.0 API documentation, code examples, and architectural guides to AI coding assistants. | 8 stars · 1 fork | No one-command install · Source | |
| 4995 | 59.0529 | worldbank-mcpmcp · back-end | Queries World Bank Open Data API for global economic, social, education, and health indicators by country. | 8 stars · 1 fork | No one-command install · Source | |
| 4996 | 59.0529 | isofinancial-mcpmcp · back-end | An enhanced MCP server providing comprehensive financial market data endpoints for quantitative trading analysis, including SEC filings, FINRA short… | 8 stars · 1 fork | No one-command install · Source | |
| 4997 | 59.0529 | xmind-mcp-servermcp · back-end | Enables incremental editing of XMind mind maps using atomic tools for reading, creating, and surgically editing .xmind files. | 8 stars · 1 fork | No one-command install · Source | |
| 4998 | 59.0529 | qflowmcp · back-end | qflow is an MCP server that transforms AI editors into project managers with 50 built-in tools, requiring no API keys. | 8 stars · 1 fork | No one-command install · Source | |
| 4999 | 59.0529 | unreal-engine-mcp-servermcp · back-end | Enables AI assistants to control Unreal Engine through a native C++ Automation Bridge plugin. | 8 stars · 1 fork | No one-command install · Source | |
| 5000 | 59.0529 | openapi-to-mcpmcp · back-end | A minimal MCP server that auto-generates tools from your OpenAPI spec, optimized for Vercel. | 8 stars · 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.