Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 501 | 22.557 | fantasy-premier-league-mcp-servermcp · back-end | Enables AI assistants to analyze Fantasy Premier League data, providing tools for player search, fixture analysis, manager comparisons, and strategy… | 1 star | No one-command install · Source | |
| 502 | 22.557 | freshsk-onenote-graphmcp · back-end | Integrates with Microsoft OneNote through the Graph API to read and create notebooks, sections, and pages with automatic Azure AD authentication and… | 1 star | No one-command install · Source | |
| 503 | 22.557 | pdfcrowd-pdf-exportmcp · back-end | Professional PDF generation from prompts using the Pdfcrowd conversion API. | 1 star | No one-command install · Source | |
| 504 | 22.557 | jupiterbroadcasting-nextcloudmcp · back-end | Comprehensive Nextcloud integration with file management, calendar, contacts, notes, tasks, bookmarks, Deck boards, and Talk messaging through the… | 1 star | No one-command install · Source | |
| 505 | 22.557 | mc-rcon-mcpmcp · back-end | Enables Minecraft server management via RCON: execute commands, list players, get server info, manage whitelist and operators. | 1 star | No one-command install · Source | |
| 506 | 22.557 | avr-9-forge-osmcp · back-end | Converts web pages into MCP tools using LLM analysis, optimizes server performance via Bayesian tuning, and auto-generates composite tools from usage… | 1 star | No one-command install · Source | |
| 507 | 22.557 | klydo-mcpmcp · back-end | Fashion discovery MCP server for Indian Gen Z that enables AI assistants to search and discover fashion products from Klydo's platform. | 1 star | No one-command install · Source | |
| 508 | 22.557 | crypto-tools-mcp-servermcp · back-end | Defense-grade cryptographic compliance and analysis tools for MCP, including FIPS 140-3 validation, CNSA 2.0 analysis, post-quantum readiness… | 1 star | No one-command install · Source | |
| 509 | 22.557 | mcp-daktelamcp · back-end | Read-only MCP server for the Daktela contact center REST API, providing 40 tools to access tickets, calls, emails, chats, contacts, CRM records… | 1 star | No one-command install · Source | |
| 510 | 22.557 | midl-mcp-servermcp · back-end | Enables AI assistants to interact with the MIDL blockchain, supporting smart contract deployment, balance queries, asset bridging, Bitcoin Rune… | 1 star | No one-command install · Source | |
| 511 | 22.557 | jamiesonchase2-spotifymcp · back-end | Integrates with Spotify Web API and Last.fm for music search, playlist management, playback control, and similar artist discovery via Azure Container… | 1 star | No one-command install · Source | |
| 512 | 22.557 | stacksherpamcp · back-end | Compare API providers based on real-time pricing, performance benchmarks, and known issues. Evaluate detailed project profiles and past decision data… | 1 star | No one-command install · Source | |
| 513 | 22.557 | postgrid-mcp-servermcp · back-end | Enables sending letters and MICR-encoded checks, managing contacts and templates, and verifying US/Canadian addresses via the PostGrid Print & Mail… | 1 star | No one-command install · Source | |
| 514 | 22.557 | nokia-sr-os-netconf-mcp-servermcp · back-end | Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supporting MD-CLI commands, configuration retrieval and editing, candidate… | 1 star | No one-command install · Source | |
| 515 | 22.557 | ton-dev-skills-mcp-servermcp · back-end | Enables AI assistants to audit, migrate, scaffold, and manage TON smart contracts using the TON Dev Skills platform. | 1 star | No one-command install · Source | |
| 516 | 22.557 | wems-mcp-servermcp · back-end | A powerful MCP server that connects AI assistants to authoritative natural hazard data sources, enabling monitoring of earthquakes, tsunamis… | 1 star | No one-command install · Source | |
| 517 | 22.557 | jackglick-discordmcp · back-end | Provides Discord server administration through 33 tools covering channel management, role management, member moderation, and server configuration with… | 1 star | No one-command install · Source | |
| 518 | 22.557 | agent-browser-mcp-servermcp · back-end | Provides complete browser automation capabilities for AI agents via 44 tools, including navigation, element interaction, state management, and session… | 1 star | No one-command install · Source | |
| 519 | 22.557 | devin-mcpmcp · back-end | MCP server for creating, monitoring, and managing Devin AI sessions. | 1 star | No one-command install · Source | |
| 520 | 22.557 | host-mcp-jenkinsmcp · back-end | A local MCP server for Jenkins that provides 17 tools to interact with Jenkins jobs, builds, logs, SCM, and test results via REST API, no plugin… | 1 star | No one-command install · Source | |
| 521 | 22.557 | saft-mcpmcp · back-end | An MCP server that enables AI assistants to parse, validate, and analyze Portuguese SAF-T tax files, providing tools for querying invoices, customers… | 1 star | No one-command install · Source | |
| 522 | 22.557 | uk-visa-sponsor-mcpmcp · back-end | An MCP server that lets AI assistants search the UK Register of Licensed Visa Sponsors (125,000+ companies), enabling queries about company… | 1 star | No one-command install · Source | |
| 523 | 22.557 | mingdao-mcp-servermcp · back-end | MCP server for Mingdao Worksheet API. Enables listing worksheets, querying records, and performing CRUD operations on Mingdao (明道云) works through… | 1 star | No one-command install · Source | |
| 524 | 22.557 | yashkashte5-codelensmcp · back-end | Integrates with GitHub API and Libraries.io to provide intelligent code search, dependency health checking across multiple package managers, and… | 1 star | No one-command install · Source | |
| 525 | 22.557 | db-schenker-shipment-information-mcp-servermcp · back-end | Enables users to retrieve and structure shipment tracking information from DB Schenker's website using natural language queries. | 1 star | No one-command install · Source | |
| 526 | 22.557 | 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 | No one-command install · Source | |
| 527 | 22.557 | nucleotide-archive-mcpmcp · back-end | An MCP server for searching and accessing RNA sequencing datasets from the European Nucleotide Archive (ENA), supporting bulk, single-cell, and… | 1 star | No one-command install · Source | |
| 528 | 22.557 | powerbi-mcpmcp · back-end | MCP server for Power BI — local PBIX file analysis, cloud API operations, report export, and semantic model extraction from Power BI Desktop. | 1 star | No one-command install · Source | |
| 529 | 22.557 | fintom8-e-invoice-mcp-servermcp · back-end | Enables autonomous agents to validate, audit, and correct e-invoices against European standards (EN16931) and Peppol regulations. | 1 star | No one-command install · Source | |
| 530 | 22.557 | tessie-mcp-servermcp · back-end | Enables AI assistants to control and monitor Tesla vehicles via natural language through the Tessie API, supporting battery, climate, security… | 1 star | No one-command install · Source | |
| 531 | 22.557 | rtbrick-mcp-servermcp · back-end | Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required. | 1 star | No one-command install · Source | |
| 532 | 22.557 | enhanced-word-document-mcp-servermcp · back-end | A consolidated MCP server for creating, reading, and manipulating Microsoft Word documents with 25 tools including search/replace, track changes, and… | 1 star | No one-command install · Source | |
| 533 | 22.557 | chill-ai-space-vaultmcp · back-end | Credential isolation for AI agents — bots use passwords and API keys without seeing them in context. | 1 star | No one-command install · Source | |
| 534 | 22.557 | mcp-server-xlwingsmcp · back-end | Enables Excel automation via xlwings COM, supporting DRM-protected files and live Excel sessions with tools to read, write, format, run macros, and… | 1 star | No one-command install · Source | |
| 535 | 22.557 | mcp-banana-imagemcp · back-end | AI-powered image generation MCP server with 16 specialized tools for generating, editing, analyzing, and processing images using Google's Nano Banana… | 1 star | No one-command install · Source | |
| 536 | 22.557 | jiansen-mcp-doctormcp · back-end | Check and improve the contract quality of any MCP server across six dimensions. | 1 star | No one-command install · Source | |
| 537 | 22.557 | tsserver-mcp-servermcp · back-end | Exposes TypeScript language service tools (completions, go-to-definition, type info, diagnostics) via MCP for use by AI or IDE clients. | 1 star | No one-command install · Source | |
| 538 | 22.557 | mcp-goveemcp · back-end | Enables AI assistants to control Govee smart devices, including lights, via natural language. Supports turning on/off, changing colors, adjusting… | 1 star | No one-command install · Source | |
| 539 | 22.557 | sparkforgemcp · back-end | 20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more. | 1 star | No one-command install · Source | |
| 540 | 22.557 | nextscanmcp · back-end | MCP server that scans Next.js projects and returns a compact summary of routes, API endpoints, schema, and security issues. | 1 star | No one-command install · Source | |
| 541 | 22.557 | gh-berkayderin-nextscanmcp · back-end | Scans Next.js projects and returns a compact summary of routes, API endpoints, schema, and security issues. | 1 star | No one-command install · Source | |
| 542 | 22.557 | yodlee-mcp-servermcp · back-end | Connects Claude Desktop to Yodlee financial data, enabling account management, transaction queries, spending summaries, and audio narrations. | 1 star | No one-command install · Source | |
| 543 | 22.557 | gerrit-mcp-servermcp · back-end | An MCP server that enables language models to query and manage Gerrit code reviews via the REST API. | 1 star | No one-command install · Source | |
| 544 | 22.557 | server-mcpmcp · back-end | Provides math and weather tools accessible via LangGraph agent using MCP protocol with stdio and streamable HTTP transports. | 1 star | No one-command install · Source | |
| 545 | 22.557 | lixvyang-mixin-safemcp · back-end | Wraps Mixin Safe APIs for cryptocurrency transfers, asset management, messaging, and conversation handling on the Mixin Network. | 1 star | No one-command install · Source | |
| 546 | 22.557 | prolog-debug-mcpmcp · back-end | An MCP server that uses SWI-Prolog for logical deduction to find root causes of errors in service dependencies, enabling root cause analysis, impact… | 1 star | No one-command install · Source | |
| 547 | 22.557 | gitcode-mcp-servermcp · back-end | MCP server for the GitCode API, enabling AI assistants to interact with GitCode repositories, issues, pull requests, and more. | 1 star | No one-command install · Source | |
| 548 | 22.557 | intervals-icu-mcp-servermcp · back-end | Enables interaction with Intervals.icu data, including activities, wellness, and calendar events, via natural language. | 1 star | No one-command install · Source | |
| 549 | 22.557 | samsung-tv-mcp-servermcp · back-end | A Model Context Protocol server that lets AI assistants control Samsung Smart TVs (Tizen OS, 2016+) over the local network. No cloud, no SmartThings… | 1 star | No one-command install · Source | |
| 550 | 22.557 | lacework-alerts-mcp-servermcp · back-end | Exposes Lacework API v2 alert operations as MCP tools, allowing AI agents to list, search, and manage alerts with flexible time ranges and… | 1 star | No one-command install · Source | |
| 551 | 22.557 | geoscore-mcp-servermcp · back-end | Enables scanning websites for AI search readiness, generating fixes like llms.txt, and comparing GEO scores across domains. | 1 star | No one-command install · Source | |
| 552 | 22.557 | gridpane-mcpmcp · back-end | Manage GridPane WordPress servers and sites through MCP clients like Claude or Cursor, enabling server and site operations via natural language. | 1 star | No one-command install · Source | |
| 553 | 22.557 | ailist-mcpmcp · back-end | Enables AI agents to search and browse a curated directory of AI projects, including MCP servers, CLI tools, libraries, and APIs, and submit new… | 1 star | No one-command install · Source | |
| 554 | 22.557 | cloaked-mcp-servermcp · back-end | Enables AI agents to make autonomous payments on Solana with on-chain enforced spending limits, preventing unauthorized fund drainage. | 1 star | No one-command install · Source | |
| 555 | 22.557 | dataeyes-mcp-servermcp · back-end | Provides web search and page reading capabilities through the DataEyes API. | 1 star | No one-command install · Source | |
| 556 | 22.557 | deployment-io-mcp-servermcp · back-end | Enables managing and deploying apps to your cloud directly from Cursor through natural language, including environment management, job monitoring, and… | 1 star | No one-command install · Source | |
| 557 | 22.557 | space-weather-data-mcp-servermcp · back-end | Provides AI assistants with access to real-time space weather data and forecasts from NOAA's Space Weather Prediction Center, enabling queries and… | 1 star | No one-command install · Source | |
| 558 | 22.557 | ollama-websearch-mcpmcp · back-end | Enables performing web searches and fetching web page content via Ollama's hosted APIs, providing search results and raw page data. | 1 star | No one-command install · Source | |
| 559 | 22.557 | yanbober-antv-chart-vismcp · back-end | Wraps AntV's chart generation and GPT-Vis server-side rendering into a turnkey MCP service supporting 26 chart types with automatic local PNG export. | 1 star | No one-command install · Source | |
| 560 | 22.557 | nerve-rpc-mcpmcp · back-end | Exposes Nerve blockchain JSON-RPC and REST APIs as MCP tools, enabling AI agents to receive, pay, swap, and query balances with local account… | 1 star | No one-command install · Source | |
| 561 | 22.557 | securenote-link-mcp-servermcp · back-end | Enables AI agents to create end-to-end encrypted, self-destructing notes that can be securely shared via a one-click link, ensuring secrets are never… | 1 star | No one-command install · Source | |
| 562 | 22.557 | coatsnmore-hubitat-elevationmcp · back-end | Connects to Hubitat Elevation home automation hubs via Maker API for device inspection, control, event history, and command execution on local… | 1 star | No one-command install · Source | |
| 563 | 22.557 | nws-mcp-servermcp · back-end | MCP server that integrates the National Weather Service API to fetch weather alerts for US states and forecasts for coordinates. | 1 star | No one-command install · Source | |
| 564 | 22.557 | dynamic-mcpmcp · back-end | Dynamic MCP server for Node.js enabling runtime tool creation, management, and execution in isolated sandboxes (Docker or Node). | 1 star | No one-command install · Source | |
| 565 | 22.557 | songt-50-korean-newsmcp · back-end | Korean and global tech news aggregation from Naver, Google News, Hacker News, and other sources with no API key required. | 1 star | No one-command install · Source | |
| 566 | 22.557 | korean-news-mcpmcp · back-end | MCP server that provides Korean and global AI/tech news via 6 tools (categories, search, trending, article reading, daily briefing) without requiring… | 1 star | No one-command install · Source | |
| 567 | 22.557 | x-search-mcp-servermcp · back-end | Enables searching X (Twitter) posts, discussions, trends, and web content via Grok API using natural language. | 1 star | No one-command install · Source | |
| 568 | 22.557 | gads-transparency-mcpmcp · back-end | A Model Context Protocol server that enables AI assistants to research competitor ads, analyze advertiser profiles, and compare ad presence across 42… | 1 star | No one-command install · Source | |
| 569 | 22.557 | stealth-browser-mcp-servermcp · back-end | Provides stealth web browsing using dual browser engines (Chromium and Firefox) with automatic bot-detection bypass, enabling AI agents to browse… | 1 star | No one-command install · Source | |
| 570 | 22.557 | ascii-art-mcpmcp · back-end | An MCP server that provides tools for retrieving ASCII and Unicode art from a local database, including search, random selection, and category… | 1 star | No one-command install · Source | |
| 571 | 22.557 | pydantic-docsmcp · back-end | A Model Context Protocol (MCP) server providing local-first access to Pydantic and Pydantic AI documentation with BM25-powered full-text search. | 1 star | No one-command install · Source | |
| 572 | 22.557 | mac-camera-mcpmcp · back-end | MCP server for macOS that enables photo capture and video recording using the system camera via imagesnap and ffmpeg. | 1 star | No one-command install · Source | |
| 573 | 22.557 | shopify-graphql-mcpmcp · back-end | A Model Context Protocol server that provides comprehensive access to the Shopify Admin GraphQL API, enabling AI assistants to manage Shopify stores… | 1 star | No one-command install · Source | |
| 574 | 22.557 | kpanko-todoistmcp · back-end | Safe Todoist task management with recurring-pattern-preserving rescheduling, reminder retention, and comprehensive read/write operations via REST and… | 1 star | No one-command install · Source | |
| 575 | 22.557 | alphafold3-mcp-servermcp · back-end | Enables AI-powered protein structure prediction and variant analysis via Docker, with tools for submitting predictions, batch processing variants, and… | 1 star | No one-command install · Source | |
| 576 | 22.557 | youtube-watchlater-mcpmcp · back-end | Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, bypassing YouTube API limitations. Also supports downloading video… | 1 star | No one-command install · Source | |
| 577 | 22.557 | purefeed-mcp-servermcp · back-end | Connects AI assistants to Purefeed for access to AI-curated Twitter/X feeds, signals, semantic search, and post creation. | 1 star | No one-command install · Source | |
| 578 | 22.557 | hubitat-mcp-servermcp · back-end | Enables Claude to control Hubitat smart home hub devices, modes, HSM, and variables via MCP tools, with remote access via ngrok and device aliasing. | 1 star | No one-command install · Source | |
| 579 | 22.557 | mefs-mcp-servermcp · back-end | Provides decentralized storage for AI agents, enabling them to save generated content to MEFS and retrieve data via content identifiers. | 1 star | No one-command install · Source | |
| 580 | 22.557 | google-business-profile-mcp-servermcp · back-end | Enables AI assistants to manage Google Business Profiles by creating posts, replying to reviews, listing locations, and more through natural language… | 1 star | No one-command install · Source | |
| 581 | 22.557 | mcp-connector-for-akamaimcp · back-end | An unofficial MCP server that connects AI assistants to Akamai APIs, providing tools for edge diagnostics, debugging, and network analysis. | 1 star | No one-command install · Source | |
| 582 | 22.557 | ytm-mcpmcp · back-end | A full-featured YouTube Music MCP server that lets AI assistants control playback, browse history, download songs, and manage playlists via natural… | 1 star | No one-command install · Source | |
| 583 | 22.557 | airiot-mcp-servermcp · back-end | MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data tables, records, devices, alarms, files, and more through natural… | 1 star | No one-command install · Source | |
| 584 | 22.557 | ikea-mcpmcp · back-end | Read-only MCP server for IKEA product search and in-store stock lookup. | 1 star | No one-command install · Source | |
| 585 | 22.557 | mcp-async-replmcp · back-end | Async Python REPL + Shell execution for MCP. Provides persistent state, background jobs, interactive input() bridging, and crash isolation in a single… | 1 star | No one-command install · Source | |
| 586 | 22.557 | chrome-debugger-mcpmcp · back-end | Enables AI agents to attach to Chrome tabs, set breakpoints, inspect scope variables, evaluate expressions, and step through code using Chrome… | 1 star | No one-command install · Source | |
| 587 | 22.557 | kyonis-compliancemcp · back-end | Perform KYC verification, AML sanctions screening, and due diligence checks via the Kyonis API. | 1 star | No one-command install · Source | |
| 588 | 22.557 | abis-mcp-servermcp · back-end | Enables real-time AI behavioral drift monitoring and detection for Claude Code, tracking shifts in model behavior across 11 major models with tools… | 1 star | No one-command install · Source | |
| 589 | 22.557 | striderlabs-mcp-lyftmcp · back-end | MCP server connector for Lyft ride-sharing — request rides, get fare estimates, and track trips via browser automation. | 1 star | No one-command install · Source | |
| 590 | 22.557 | ghl-mcpmcp · back-end | MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, marketing, and operations workflows, enabling natural language interaction… | 1 star | No one-command install · Source | |
| 591 | 22.557 | mbta-mcp-servermcp · back-end | Enables AI clients to access Boston's MBTA public transit data, including real-time predictions, schedules, route planning, and service alerts. | 1 star | No one-command install · Source | |
| 592 | 22.557 | thefunnyman120-roblox-datastoremcp · back-end | Provides AI agents direct access to Roblox game datastores via the Open Cloud API v2 with 18 tools. | 1 star | No one-command install · Source | |
| 593 | 22.557 | zrn6640-cursor-snapmcp · back-end | Interactive feedback server for Cursor IDE with one-click agent interrupt, screenshot capture, system tray integration, and hook-based workflow… | 1 star | No one-command install · Source | |
| 594 | 22.557 | zebpay-mcp-servermcp · back-end | Enables AI assistants to securely access Zebpay's spot and futures APIs for market data, trading, and account management through the Model Context… | 1 star | No one-command install · Source | |
| 595 | 22.557 | zebpaymcp · back-end | Access Zebpay crypto exchange spot and futures APIs for market data, trading, and account management. | 1 star | No one-command install · Source | |
| 596 | 22.557 | emotional-de-escalation-mcp-servermcp · back-end | Provides strategic dialogue management and emotional de-escalation for customer support bots, detecting problem patterns and recommending actions like… | 1 star | No one-command install · Source | |
| 597 | 22.557 | zoclimcp · back-end | CLI and MCP server for Zoho Mail, Calendar, and WorkDrive with HTTP transport and embedded dashboard. | 1 star | No one-command install · Source | |
| 598 | 22.557 | mcp-server-wechat-mpmcp · back-end | Enables AI agents to publish articles to WeChat Official Account (微信公众号). Supports image upload, draft creation, and publishing via standardized MCP… | 1 star | No one-command install · Source | |
| 599 | 22.557 | cellar-wrappermcp · back-end | A community-maintained MCP server that simplifies access to EU legal and legislative data from the CELLAR service, supporting lookups, metadata… | 1 star | No one-command install · Source | |
| 600 | 22.557 | jenkins-mcp-server-2mcp · back-end | Provides Jenkins CI/CD integration for AI assistants through the Model Context Protocol, enabling job management, build control, and system… | 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.