Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2501 | 23.374 | trello-mcp-server-optimizedmcp · back-end | A high-performance MCP server for Trello integration with 97% token reduction through intelligent response optimization, enabling efficient board… | 1 fork | No one-command install · Source | |
| 2502 | 23.374 | undoom-sketch-mcpmcp · back-end | MCP server for converting images into sketch styles (classic, detailed, soft) with batch processing and customizable parameters. | 1 fork | No one-command install · Source | |
| 2503 | 23.374 | mcp-server-yapimcp · back-end | MCP server for YApi that enables LLMs to manage API interfaces, projects, and categories through natural language, supporting multiple projects and… | 1 fork | No one-command install · Source | |
| 2504 | 23.374 | ios-emoji-mcpmcp · back-end | A Model Context Protocol (MCP) server that provides access to iOS emoji images with URLs for both 160x160px and 320x320px versions. | 1 fork | No one-command install · Source | |
| 2505 | 23.374 | railway-mcp-servermcp · back-end | MCP server with Streamable HTTP transport, deployed on Railway, offering tools like weather, BMI calculator, greetings, and question generation. | 1 fork | No one-command install · Source | |
| 2506 | 23.374 | malaysia-prayer-timemcp · back-end | Provides accurate Islamic prayer times for Malaysia by integrating with the waktusolat.app API, offering tools to retrieve prayer schedules, list… | 1 fork | No one-command install · Source | |
| 2507 | 23.374 | trackjs-mcp-servermcp · back-end | A Model Context Protocol server for TrackJS error monitoring that allows you to query and analyze your JavaScript errors. | 1 fork | No one-command install · Source | |
| 2508 | 23.374 | mercado-pago-mcp-servermcp · back-end | Enables AI to process payments, manage subscriptions, detect fraud, and generate analytics through Mercado Pago API. | 1 fork | No one-command install · Source | |
| 2509 | 23.374 | trello-mcp-server-3mcp · back-end | Integrates Trello with Claude Code for advanced project planning and task management, featuring intelligent task analysis, automatic board setup, and… | 1 fork | No one-command install · Source | |
| 2510 | 23.374 | chess-com-mcp-servermcp · back-end | Enables querying Chess.com player profiles and stats using the Chess.com API. | 1 fork | No one-command install · Source | |
| 2511 | 23.374 | thales-cdsp-csm-mcp-servermcp · back-end | MCP server for Thales CipherTrust Secrets Management (powered by Akeyless) enabling secrets, DFC keys, authentication methods, roles, targets… | 1 fork | No one-command install · Source | |
| 2512 | 23.374 | docfsmcp · back-end | Read-only filesystem MCP server with .gitignore filtering, multi-root support, and cache for efficient file exploration. | 1 fork | No one-command install · Source | |
| 2513 | 23.374 | alolite-ssh-mcp-servermcp · back-end | Enables SSH remote command execution on remote machines with persistent connections, supporting automatic key discovery and connection pooling. | 1 fork | No one-command install · Source | |
| 2514 | 23.374 | leiga-mcp-servermcp · back-end | Enables interaction with Leiga issue tracking system through MCP, allowing searching, creating, updating issues, and managing projects. | 1 fork | No one-command install · Source | |
| 2515 | 23.374 | hello-world-mcpmcp · back-end | A simple Model Context Protocol server that provides a hello world greeting tool, serving as a boilerplate template for quickly creating new MCP… | 1 fork | No one-command install · Source | |
| 2516 | 23.374 | veryfi-mcp-servermcp · back-end | Integrates Veryfi for document processing, enabling data extraction from documents via the Model Context Protocol. | 1 fork | No one-command install · Source | |
| 2517 | 23.374 | google-analytics-mcpmcp · back-end | A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant… | 1 fork | No one-command install · Source | |
| 2518 | 23.374 | fast-mcpmcp · back-end | A minimal MCP server starter template with a simple hello-world tool and Docker support for building AI assistant tools. | 1 fork | No one-command install · Source | |
| 2519 | 23.374 | kalendismcp · back-end | Kalendis is a scheduling backend API that provides an MCP server for generating TypeScript clients and framework-specific API route handlers (Next.js… | 1 fork | No one-command install · Source | |
| 2520 | 23.374 | futurevuls-mcpmcp · back-end | MCP server for FutureVuls vulnerability management service, enabling AI assistants to search CVEs, manage tasks, and generate reports. | 1 fork | No one-command install · Source | |
| 2521 | 23.374 | coupang-mcp-servermcp · back-end | Enables searching and retrieving product information from Coupang (Korean e-commerce) via affiliate API, including product search, details, category… | 1 fork | No one-command install · Source | |
| 2522 | 23.374 | ason-mcp-servermcp · back-end | Enables compression and decompression of JSON data using the token-optimized ASON format, reducing token usage by 20-60% for LLM applications. | 1 fork | No one-command install · Source | |
| 2523 | 23.374 | youtube-search-mcp-servermcp · back-end | Enables YouTube video search and audio download via web scraping, requiring no API key. | 1 fork | No one-command install · Source | |
| 2524 | 23.374 | vonage-documentation-mcp-servermcp · back-end | An MCP server that provides AI assistants with access to Vonage API documentation, code snippets, tutorials, and troubleshooting resources. | 1 fork | No one-command install · Source | |
| 2525 | 23.374 | vonage-documentationmcp · back-end | Access Vonage API documentation, code snippets, tutorials, and troubleshooting resources. | 1 fork | No one-command install · Source | |
| 2526 | 23.374 | mvn-mcp-servermcp · back-end | Maven MCP Server enables AI assistants to manage Maven dependencies through natural language, including version checking, security scanning, and… | 1 fork | No one-command install · Source | |
| 2527 | 23.374 | obs-showrunner-mcpmcp · back-end | MCP server enabling LLMs to control OBS Studio through high-level show and effect APIs. | 1 fork | No one-command install · Source | |
| 2528 | 23.374 | hcdp-mcp-servermcp · back-end | A Model Context Protocol server providing seamless access to the Hawaii Climate Data Portal API for querying climate and weather data for Hawaii and… | 1 fork | No one-command install · Source | |
| 2529 | 23.374 | standardbeagle-mcp-debugmcp · back-end | Debug and develop MCP servers with hot-swapping, session recording, and playback testing. | 1 fork | No one-command install · Source | |
| 2530 | 23.374 | runn-mcp-servermcp · back-end | MCP server for the Runn API, enabling resource management and reporting through natural language. | 1 fork | No one-command install · Source | |
| 2531 | 23.374 | brave-search-mcpmcp · back-end | Enables web and local search capabilities using the Brave Search API, allowing users to perform general web searches and find local businesses with… | 1 fork | No one-command install · Source | |
| 2532 | 23.374 | discord-mcp-3mcp · back-end | Enables Claude to manage Discord servers through the Discord API, supporting server info, messaging, channel management, webhooks, and user… | 1 fork | No one-command install · Source | |
| 2533 | 23.374 | mcp-clickhousemcp · back-end | An MCP server for ClickHouse with enhanced filtering for database and table discovery, supporting LIKE/NOT LIKE patterns and both ClickHouse and chDB… | 1 fork | No one-command install · Source | |
| 2534 | 23.374 | baseql-mcp-servermcp · back-end | Provides GraphQL access to Airtable and Google Sheets data, enabling natural language queries for data exploration, schema introspection, and record… | 1 fork | No one-command install · Source | |
| 2535 | 23.374 | pdf-redaction-mcp-servermcp · back-end | A Model Context Protocol (MCP) server that provides comprehensive PDF redaction capabilities, including text and image redaction, search, and… | 1 fork | No one-command install · Source | |
| 2536 | 23.374 | mcp-make-com-servermcp · back-end | Provides full access to the Make.com API, enabling creation, modification, deletion, and execution of scenarios, as well as management of connections… | 1 fork | No one-command install · Source | |
| 2537 | 23.374 | knapcode-samplemcpservermcp · back-end | A sample MCP server built with C# that demonstrates creating and packaging MCP servers, providing a random number generation tool. | 1 fork | No one-command install · Source | |
| 2538 | 23.374 | web-fetch-mcp-servermcp · back-end | Provides tools to fetch web content in HTML, JSON, text, or Markdown formats via MCP. Supports custom headers, length limits, and start index. | 1 fork | No one-command install · Source | |
| 2539 | 23.374 | pangeamcp · back-end | Integrates with Pangea's cybersecurity APIs to provide threat intelligence, data protection, and security analysis capabilities including reputation… | 1 fork | No one-command install · Source | |
| 2540 | 23.374 | parallel-works-mcp-servermcp · back-end | Enables AI assistants to manage Parallel Works ACTIVATE resources including clusters, workflows, storage, sessions, and more via the REST API. | 1 fork | No one-command install · Source | |
| 2541 | 23.374 | codedoc-mcp-servermcp · back-end | Enforces code quality, security, and architectural integrity by auditing, refactoring, and documenting codebases within Cursor and Claude. | 1 fork | No one-command install · Source | |
| 2542 | 23.374 | morinokami-hackernewsmcp · back-end | Provides access to Hacker News data through the Firebase API, enabling retrieval of top stories and detailed story information with structured JSON… | 1 fork | No one-command install · Source | |
| 2543 | 23.374 | zyla-labs-api-hubmcp · back-end | Provides a gateway through the Zyla API Hub that enables REST API requests with configurable methods, headers, parameters, and request bodies for… | 1 fork | No one-command install · Source | |
| 2544 | 23.374 | quanta-route-geocodermcp · back-end | Provides geocoding, reverse geocoding, location lookup, and DigiPin processing capabilities using the QuantaRoute API, enabling AI assistants to… | 1 fork | No one-command install · Source | |
| 2545 | 23.374 | node2flow-binance-mcpmcp · back-end | Provides 23 tools for interacting with Binance exchange, including market data, trading, order management, and account queries via the Model Context… | 1 fork | No one-command install · Source | |
| 2546 | 23.374 | binancemcp · back-end | MCP server for Binance Global — the world's largest cryptocurrency exchange. 23 tools for market data, trading, orders, and account management… | 1 fork | No one-command install · Source | |
| 2547 | 23.374 | staruml-controller-dfd-mcpmcp · back-end | An MCP server specialized for Data Flow Diagrams, enabling AI assistants to programmatically create and manage DFD elements like external entities… | 1 fork | No one-command install · Source | |
| 2548 | 23.374 | staruml-controller-mcp-server-use-case-diagrammcp · back-end | An MCP server that enables AI assistants to programmatically create and manage use case diagrams (actors, use cases, subjects, relationships) in… | 1 fork | No one-command install · Source | |
| 2549 | 23.374 | verbart-tradernetmcp · back-end | Portfolio management, orders, and quotes via the Tradernet/Freedom24 trading API. | 1 fork | No one-command install · Source | |
| 2550 | 23.374 | tradernet-mcpmcp · back-end | MCP server for Tradernet/Freedom24 trading platform API, enabling portfolio management, order placement, quotes, ticker search, and price alerts via… | 1 fork | No one-command install · Source | |
| 2551 | 23.374 | minimal-gdocsmcp · back-end | A minimal MCP server for creating and updating Google Docs from markdown. | 1 fork | No one-command install · Source | |
| 2552 | 23.374 | google-cloud-natural-language-mcp-servermcp · back-end | Enables Claude to analyze sentiment, extract entities, classify content, and analyze syntax via Google Cloud Natural Language API. | 1 fork | No one-command install · Source | |
| 2553 | 23.374 | retell-ai-mcp-servermcp · back-end | Provides complete programmatic access to the Retell AI platform, enabling autonomous management of voice and text agents, telephony, and monitoring. | 1 fork | No one-command install · Source | |
| 2554 | 23.374 | mattjoyce-senechal-healthmcp · back-end | Integrates with the Senechal health data API to enable access and analysis of personal health information for use cases like personalized wellness… | 1 fork | No one-command install · Source | |
| 2555 | 23.374 | tolgee-mcpmcp · back-end | An MCP server that wraps the Tolgee localization platform API, enabling LLMs to manage translation projects, keys, translations, languages, and… | 1 fork | No one-command install · Source | |
| 2556 | 23.374 | fb-ads-automationmcp · back-end | Enables full read/write management of Facebook ad campaigns, ad sets, ads, and creatives via the Meta Marketing API through natural language, with AI… | 1 fork | No one-command install · Source | |
| 2557 | 23.374 | yonote-mcpmcp · back-end | MCP server for managing Yonote workspace, providing 56 tools for documents, collections, users, groups, comments, sharing, favorites, revisions… | 1 fork | No one-command install · Source | |
| 2558 | 23.374 | copywriting-mcp-servermcp · back-end | Provides 10 validation tools for direct response copywriting, including blind critique, emotional stress test, semantic memory search, and more. | 1 fork | No one-command install · Source | |
| 2559 | 23.374 | mcp-xray-cloudmcp · back-end | An MCP server that connects AI assistants to Xray Cloud for Jira test management, enabling natural language interaction with tests, test plans… | 1 fork | No one-command install · Source | |
| 2560 | 23.374 | myfitnesspal-mcpmcp · back-end | A Model Context Protocol (MCP) server that connects AI assistants to your MyFitnessPal data, enabling reading food diaries, nutrition goals, weight… | 1 fork | No one-command install · Source | |
| 2561 | 23.374 | striderlabs-mcp-spotifymcp · back-end | MCP server for Spotify that lets AI agents search music, control playback, and manage playlists via the Spotify Web API. | 1 fork | No one-command install · Source | |
| 2562 | 23.374 | zoho-projects-mcp-servermcp · back-end | An enhanced MCP server for Zoho Projects API integration, enabling AI assistants to manage projects, tasks, issues, milestones, comments, attachments… | 1 fork | No one-command install · Source | |
| 2563 | 23.374 | aws-pricing-calculator-mcp-servermcp · back-end | MCP server that provides tools for automating AWS Pricing Calculator estimate generation. | 1 fork | No one-command install · Source | |
| 2564 | 23.374 | stepik-mcpmcp · back-end | MCP server for managing Stepik courses, sections, lessons, units, and steps from any MCP-compatible client. | 1 fork | No one-command install · Source | |
| 2565 | 23.374 | mcp-xray-2mcp · back-end | Enables interaction with Xray Cloud and Data Center for test management, including authentication, GraphQL queries, test execution/plan management… | 1 fork | No one-command install · Source | |
| 2566 | 23.374 | escap-data-explorer-mcp-servermcp · back-end | An MCP server that provides official statistical data for development indicators in Asia-Pacific. It wraps the ESCAP Data Explorer API, letting any… | 1 fork | No one-command install · Source | |
| 2567 | 23.374 | trunk-io-mcp-servermcp · back-end | Connects AI applications to Trunk Flaky Tests for root cause analysis of flaky tests and setup of test result uploads. | 1 fork | No one-command install · Source | |
| 2568 | 23.374 | eufylife-mcpmcp · back-end | An MCP server for EufyLife smart scale body composition data, exposing weight, BMI, body fat, muscle mass, and 20+ other measurements as tools for AI… | 1 fork | No one-command install · Source | |
| 2569 | 23.374 | stacks-mcp-servermcp · back-end | Enables AI assistants to interact with the Stacks blockchain, including account generation, balance checks, network status, block/transaction info… | 1 fork | No one-command install · Source | |
| 2570 | 23.374 | hospitable-mcp-servermcp · back-end | Connects Claude to the Hospitable API v2 for managing vacation rental properties, reservations, guest messages, and reviews. | 1 fork | No one-command install · Source | |
| 2571 | 23.374 | mcp-fredmcp · back-end | A comprehensive MCP server providing access to all FRED API endpoints with intelligent large data handling, project-based storage, and async job… | 1 fork | No one-command install · Source | |
| 2572 | 23.374 | ga4-mcpmcp · back-end | An MCP server integrating Google Analytics 4, Search Console, and Indexing API, enabling AI agents to run reports, inspect URLs, manage properties… | 1 fork | No one-command install · Source | |
| 2573 | 23.374 | rog0x-web-toolsmcp · back-end | Web content extraction, DuckDuckGo search, site monitoring, and HTML-to-markdown conversion with no API keys required. | 1 fork | No one-command install · Source | |
| 2574 | 23.374 | kibo-commerce-mcp-servermcp · back-end | Deprecated MCP server integrating with Kibo Commerce for product, order, customer, and inventory management via its TypeScript SDK. | 1 fork | No one-command install · Source | |
| 2575 | 23.374 | mural-mcpmcp · back-end | MCP server for interacting with Mural's public API, enabling browsing and management of workspaces, rooms, murals, and widgets within Mural. | 1 fork | No one-command install · Source | |
| 2576 | 23.374 | snapchat-ads-mcp-servermcp · back-end | Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real actions like pausing campaigns and updating budgets. | 1 fork | No one-command install · Source | |
| 2577 | 23.374 | linkedin-mcp-server-4mcp · back-end | Enables posting content, sharing articles, and managing your LinkedIn profile through Claude using the official LinkedIn API with OAuth 2.0. | 1 fork | No one-command install · Source | |
| 2578 | 23.374 | nocturna-mcpmcp · back-end | MCP server for Nocturna astrology APIs, providing 20 tools for natal charts, transits, synastry, progressions, returns, and chart image rendering. | 1 fork | No one-command install · Source | |
| 2579 | 23.374 | junct-bot-aavemcp · back-end | Hosted proxy for Aave lending protocol APIs with 6 auto-generated tools for DeFi analytics. | 1 fork | No one-command install · Source | |
| 2580 | 23.374 | aave-mcp-servermcp · back-end | Free, no-auth MCP server for Aave, enabling AI agents to interact with Aave's DeFi protocol via a deterministic mapping of API endpoints to tools. | 1 fork | No one-command install · Source | |
| 2581 | 23.374 | omega-mcp-servermcp · back-end | MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web analysis, threat intelligence, and reporting, enabling AI assistants to… | 1 fork | No one-command install · Source | |
| 2582 | 23.374 | theyahia-kaspimcp · back-end | Integrates with Kaspi.kz Marketplace API for order management and product catalog access. | 1 fork | No one-command install · Source | |
| 2583 | 23.374 | namecheap-mcp-servermcp · back-end | An MCP server for managing DNS records and domains via the Namecheap API. Works with Claude.ai and other MCP clients. | 1 fork | No one-command install · Source | |
| 2584 | 23.374 | vinted-mcp-servermcp · back-end | Enables AI assistants to search, browse, and discover second-hand items on Vinted via a Model Context Protocol server. | 1 fork | No one-command install · Source | |
| 2585 | 23.374 | pension-pro-mcpmcp · back-end | A local, open-source MCP server that provides AI assistants with tools to interact with the PensionPro REST API. | 1 fork | No one-command install · Source | |
| 2586 | 23.374 | douglaslinsmeyer-pension-promcp · back-end | Connects to the PensionPro pension administration REST API. | 1 fork | No one-command install · Source | |
| 2587 | 23.374 | theyahia-travelpayouts-mcpmcp · back-end | MCP server for the Travelpayouts (Aviasales) API. It provides 13 tools for flight search, price calendars, hotel search, and airport/airline/city… | 1 fork | No one-command install · Source | |
| 2588 | 23.374 | theyahia-travelpayoutsmcp · back-end | Integrates with Travelpayouts API for flight search, popular routes, and price calendar data. | 1 fork | No one-command install · Source | |
| 2589 | 23.374 | flighthunter-mcpmcp · back-end | A Model Context Protocol (MCP) server that gives Claude the ability to search for cheap flights — including Russian airlines — and present direct… | 1 fork | No one-command install · Source | |
| 2590 | 23.374 | google-forms-mcpmcp · back-end | MCP server for reading, editing, and publishing Google Forms with the official Google Forms API. Enables AI agents to programmatically create, modify… | 1 fork | No one-command install · Source | |
| 2591 | 23.374 | navifare-mcp-servermcp · back-end | Enables AI assistants to help users find better prices for flights they have already discovered, by comparing prices across multiple booking sources. | 1 fork | No one-command install · Source | |
| 2592 | 23.374 | stockscope-mcpmcp · back-end | Free MCP server for stock and financial intelligence from SEC EDGAR, supporting financials, filings, comparisons, insider trades, historical prices… | 1 fork | No one-command install · Source | |
| 2593 | 23.374 | bigdatacloudmcp · back-end | Provides IP geolocation, reverse geocoding, network intelligence, timezone, and phone/email validation via BigDataCloud APIs. | 1 fork | No one-command install · Source | |
| 2594 | 23.374 | local-brain-mcpmcp · back-end | A local MCP server for AI assistants to store and retrieve personal memories on disk, with optional semantic search using embeddings. | 1 fork | No one-command install · Source | |
| 2595 | 23.374 | decimermcpservermcp · back-end | MCP server that exposes DECIMER image-to-SMILES functionality as tool calls. | 1 fork | No one-command install · Source | |
| 2596 | 23.374 | linkforty-mcp-servermcp · back-end | Connects AI assistants like Claude and Cursor to LinkForty deep links and analytics, enabling natural language management of links, analytics… | 1 fork | No one-command install · Source | |
| 2597 | 23.374 | zulip-mcpmcp · back-end | MCP server that exposes Zulip REST API tools via SSE, enabling message retrieval, stream/topic listing, draft management, and notifications. | 1 fork | No one-command install · Source | |
| 2598 | 23.374 | rockfish-mcp-servermcp · back-end | Enables interaction with the Rockfish AI platform for synthetic data generation, dataset management, and ML workflow orchestration through tools like… | 1 fork | No one-command install · Source | |
| 2599 | 23.374 | b2b-saas-inc-olli-mcp-servermcp · back-end | Lets LLMs manage social media presence via olli.social API, with tools for campaigns, drafts, analytics, and more. | 1 fork | No one-command install · Source | |
| 2600 | 23.374 | mcp-gpu-servermcp · back-end | Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants. | 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.