Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3501 | 32.180 | mcpampelmcp · back-end | MCP server that scans other MCP servers for security vulnerabilities using 16 scanning engines, returning aggregated trust scores. | 2 stars | No one-command install · Source | |
| 3502 | 32.180 | samrothschild23-intelligence-apimcp · back-end | E-commerce and business intelligence MCP server. Analyze any Shopify store, research Amazon products with Opportunity Score and FBA profitability… | 2 stars | No one-command install · Source | |
| 3503 | 32.180 | psa0426-sw-settlementmcp · back-end | MCP server for validating Korean social welfare facility settlement documents from the Hopeum system. | 2 stars | No one-command install · Source | |
| 3504 | 32.180 | asgard-ai-platform-newebpaymcp · back-end | Processes payments through the NewebPay Taiwanese payment gateway API. | 2 stars | No one-command install · Source | |
| 3505 | 32.180 | psyxe-mcp-servermcp · back-end | An MCP server that gives AI assistants access to your Apple Notes, Reminders, and Contacts — with optional BERT-powered semantic search. | 2 stars | No one-command install · Source | |
| 3506 | 32.180 | aighostmod-mcp-toolkitmcp · back-end | Diagnostic MCP server that captures and inspects MCP traffic including request headers, auth tokens, and JSON-RPC details. | 2 stars | No one-command install · Source | |
| 3507 | 32.180 | cafeasp-netsuitemcp · back-end | MCP server providing AI clients with access to NetSuite REST APIs, SuiteQL queries, and record management. | 2 stars | No one-command install · Source | |
| 3508 | 32.180 | kwonsw812-mile-meetingmcp · back-end | Manage conference room reservations and bookings through the Mile Meeting API. | 2 stars | No one-command install · Source | |
| 3509 | 32.180 | mcp-weather-aggregatormcp · back-end | AI-powered weather aggregation from 6 sources with intelligent deduction, working as both a REST API and MCP Server for AI assistants like Claude and… | 2 stars | No one-command install · Source | |
| 3510 | 32.180 | jimeng-ai-mcpmcp · back-end | Wraps Jimeng AI's image and video generation APIs for AI assistants to create and edit visual content via natural language. | 2 stars | No one-command install · Source | |
| 3511 | 32.180 | vincario-mcp-servermcp · back-end | Enables AI assistants to decode VINs, check stolen vehicle databases, and retrieve market valuations through natural language. | 2 stars | No one-command install · Source | |
| 3512 | 32.180 | ftp-mcpmcp · back-end | An enterprise-grade MCP server for FTP and SFTP operations optimized for AI coding assistants, featuring smart synchronization, connection pooling… | 2 stars | No one-command install · Source | |
| 3513 | 32.180 | un-mcpdaddymcp · back-end | Local-first proxy server that aggregates multiple upstream MCP servers and provides per-client exposure control through configurable profiles. | 2 stars | No one-command install · Source | |
| 3514 | 32.180 | diegocasallas-health-geminimcp · back-end | Provides healthcare query tools using Google Gemini AI, including drug search, disease information lookup, and medical consultation via a .NET 8… | 2 stars | No one-command install · Source | |
| 3515 | 32.180 | mrapik-minecraft-servermcp · back-end | Spigot/Paper plugin embedding an MCP server inside Minecraft for filesystem, command, and player management. | 2 stars | No one-command install · Source | |
| 3516 | 32.180 | iampelixm-planemcp · back-end | MCP server for syncing and managing issues with the Plane project management platform. | 2 stars | No one-command install · Source | |
| 3517 | 32.180 | lacausecrypto-poetrydbmcp · back-end | Classic poetry search and discovery via the PoetryDB API, with access to poems by author, title, and text content. | 2 stars | No one-command install · Source | |
| 3518 | 32.180 | ulanzi-mcpmcp · back-end | MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 HTTP API. Enables power, brightness, notifications, and more from AI… | 2 stars | No one-command install · Source | |
| 3519 | 32.180 | moneys3-mcpmcp · back-end | MCP server for connecting AI clients to the Money S3 accounting system via GraphQL API, enabling operations on invoices, contacts, stock, banking… | 2 stars | No one-command install · Source | |
| 3520 | 32.180 | eyaushev-swagger-testcase-mcpmcp · back-end | MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories… | 2 stars | No one-command install · Source | |
| 3521 | 32.180 | quotar-opencode-sshmcp · back-end | Manages SSH remote servers for AI agents by parsing SSH config files and maintaining persistent connections. | 2 stars | No one-command install · Source | |
| 3522 | 32.180 | bitbucket-dc-mcpmcp · back-end | A hardened Model Context Protocol server that exposes Bitbucket Data Center operations to AI coding assistants like Claude Code, Claude Desktop, and… | 2 stars | No one-command install · Source | |
| 3523 | 32.180 | lacausecrypto-datamusemcp · back-end | Access the Datamuse word-finding API for rhymes, synonyms, and related word discovery. | 2 stars | No one-command install · Source | |
| 3524 | 32.180 | datamuse-mcpmcp · back-end | MCP server for the Datamuse API that enables word finding like synonyms, rhymes, autocomplete, and more. | 2 stars | No one-command install · Source | |
| 3525 | 32.180 | salary-commcp · back-end | MCP server for real-time compensation data from Salary.com, returning salary percentiles by job title, location, company type, and industry context. | 2 stars | No one-command install · Source | |
| 3526 | 32.180 | attilio81-hacker-newsmcp · back-end | Retrieves Hacker News stories, items, search results, and user profiles using the official HN Firebase API and Algolia. | 2 stars | No one-command install · Source | |
| 3527 | 32.180 | polydoc-database-docsmcp · back-end | An MCP server that scans your codebase to automatically generate comprehensive database documentation from your models, entities, migrations, and… | 2 stars | No one-command install · Source | |
| 3528 | 32.180 | damocjwj-minecraft-opsmcp · back-end | Minecraft server administration with tools for lifecycle management, files, players, and modpack testing. | 2 stars | No one-command install · Source | |
| 3529 | 32.180 | geeknees-minesweeper-railsmcp · back-end | Provides access to a Minesweeper Rails API for game management including starting games, checking state, opening/flagging/chording cells, and ending… | 2 stars | No one-command install · Source | |
| 3530 | 32.180 | mcp-swaggermcp · back-end | Exposes Swagger/OpenAPI API documentation to AI models, enabling exploration, search, and interaction with endpoints, schemas, and execution of API… | 2 stars | No one-command install · Source | |
| 3531 | 32.180 | gh-giacomomaria81-france-lifemcp · back-end | Comprehensive server with 18 tools for daily life in France, covering weather, healthcare, transport, housing, and government services. | 2 stars | No one-command install · Source | |
| 3532 | 32.180 | tutorclaw-mcpmcp · back-end | An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lite pedagogy, with tools for learner management, content delivery, code… | 2 stars | No one-command install · Source | |
| 3533 | 32.180 | rbowen-apache-httpd-docsmcp · back-end | MCP server for querying Apache HTTP Server 2.4 documentation with tools for modules, directives, and full-text search. | 2 stars | No one-command install · Source | |
| 3534 | 32.180 | fred-mcp-servermcp · back-end | An MCP server that provides access to the full FRED API (Federal Reserve Economic Data), including the Maps API for regional and geographic data. | 2 stars | No one-command install · Source | |
| 3535 | 32.180 | floriancaro-fredmcp · back-end | Provides comprehensive access to Federal Reserve Economic Data (FRED) API endpoints for searching, retrieving, and analyzing economic indicators… | 2 stars | No one-command install · Source | |
| 3536 | 32.180 | mcp-oracle-dbmcp · back-end | MCP server for Oracle Database enabling AI assistants to explore schemas, run queries, write data, and monitor sessions via natural language. Features… | 2 stars | No one-command install · Source | |
| 3537 | 32.180 | sh20raj-cloudflare-emailmcp · back-end | Cloudflare Worker combining a REST API and MCP endpoint for sending emails via Cloudflare's Email Service with bearer token auth. | 2 stars | No one-command install · Source | |
| 3538 | 32.180 | nhpsecurity-policy-firewallmcp · back-end | Security proxy that enforces allow/deny policies on MCP tool calls between AI clients and downstream MCP servers, with secret redaction and audit… | 2 stars | No one-command install · Source | |
| 3539 | 32.180 | mao91645-minimaxmcp · back-end | Provides 11 tools powered by MiniMax APIs for speech synthesis, video and image generation, music creation, web search, and image understanding. | 2 stars | No one-command install · Source | |
| 3540 | 32.180 | konid-aimcp · back-end | A language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over… | 2 stars | No one-command install · Source | |
| 3541 | 32.180 | konidmcp · back-end | Language expression coach providing contextual phrase variations with cultural nuance across 13+ languages. | 2 stars | No one-command install · Source | |
| 3542 | 32.180 | yfinance-mcp-tsmcp · back-end | An MCP server that provides 20 tools for accessing Yahoo Finance stock data, financials, options, screeners, and market summaries. | 2 stars | No one-command install · Source | |
| 3543 | 32.180 | knesset-mcp-servermcp · back-end | Enables AI assistants to query bills, committees, and members from the Israeli Knesset parliamentary information API via MCP tools. | 2 stars | No one-command install · Source | |
| 3544 | 32.180 | hospital-vuln-scanner-mcpmcp · back-end | A real security scanning MCP server for medical information systems, supporting port scanning, vulnerability detection, medical system identification… | 2 stars | No one-command install · Source | |
| 3545 | 32.180 | rapidocr-mcp-servermcp · back-end | High-performance OCR MCP server supporting multiple input modes (path, base64, URL, upload), batch processing, and output formats like plain, JSON… | 2 stars | No one-command install · Source | |
| 3546 | 32.180 | hardikrathod777-mermaid-diagramsmcp · back-end | MCP server for generating, validating, and rendering Mermaid diagrams from natural language descriptions using AI-powered conversion. | 2 stars | No one-command install · Source | |
| 3547 | 32.180 | mfbaig35r-rustclustermcp · back-end | MCP server providing intelligent clustering algorithm recommendations with a knowledge graph covering 7 algorithms and 30+ parameters. | 2 stars | No one-command install · Source | |
| 3548 | 32.180 | dilane-kamga-edgarmcp · back-end | SEC EDGAR filing system MCP server with company resolution, XBRL financials, and insider transaction tracking. | 2 stars | No one-command install · Source | |
| 3549 | 32.180 | shemcpmcp · back-end | An MCP server that provides sandboxed shell command execution with configurable security policies, enabling safe AI-assisted command runs within a… | 2 stars | No one-command install · Source | |
| 3550 | 32.180 | orbitlabs-team-glowpostmcp · back-end | AI content generation for Blog, Twitter, LinkedIn, Newsletter, and Instagram via the GlowPost platform API. | 2 stars | No one-command install · Source | |
| 3551 | 32.180 | cpan-testersmcp · back-end | MCP server providing access to CPAN Testers data, enabling AI assistants to query Perl module test results and compatibility reports. | 2 stars | No one-command install · Source | |
| 3552 | 32.180 | feldivia-cmf-toolsmcp · back-end | MCP server for Chilean financial regulation data including UF, dollar, euro, UTM rates, CMF fraud alerts, and economic indicators. | 2 stars | No one-command install · Source | |
| 3553 | 32.180 | cve-search-mcp-servermcp · back-end | Enables searching and analyzing CVEs and vulnerabilities from multiple sources, optimized for PR review scenarios to help developers identify the… | 2 stars | No one-command install · Source | |
| 3554 | 32.180 | asuswrt-mcp-servermcp · back-end | Enables AI assistants to monitor and securely manage AsusWRT and AsusWRT-Merlin routers via SSH with allowlisted commands, supporting read-only… | 2 stars | No one-command install · Source | |
| 3555 | 32.180 | openspec-mcp-servermcp · back-end | Connects OpenSpec specification system to AI coding assistants, enabling automated spec-driven development workflows. | 2 stars | No one-command install · Source | |
| 3556 | 32.180 | tonn-mcp-servermcp · back-end | Enables AI assistants to mix, master, and analyze audio using the RoEx Tonn API through MCP tools. | 2 stars | No one-command install · Source | |
| 3557 | 32.180 | malt-mcp-servermcp · back-end | Enables reading your Malt freelance profile, statistics, and missions through browser automation. | 2 stars | No one-command install · Source | |
| 3558 | 32.180 | browser-automation-mcpmcp · back-end | MCP server for AI browser automation with tools for navigation, actions, data extraction, and scripting, supporting local and cloud execution. | 2 stars | No one-command install · Source | |
| 3559 | 32.180 | banksync-mcp-servermcp · back-end | Connect AI agents to real bank accounts across 15,000+ financial institutions for transactions, balances, investments, and loans. | 2 stars | No one-command install · Source | |
| 3560 | 32.180 | tushare-mcp-httpmcp · back-end | A MCP server that provides HTTP-based access to Tushare financial data, enabling AI assistants to query stocks, indices, funds, and more. | 2 stars | No one-command install · Source | |
| 3561 | 32.180 | 6hdj-notificationmcpmcp · back-end | Control and read Android phone notifications via a local MCP server on-device. | 2 stars | No one-command install · Source | |
| 3562 | 32.180 | elasticflow-mcp-servermcp · back-end | Enables AI assistants and teams to collaborate in a shared workspace by building and querying tables, writing documents, uploading files, and… | 2 stars | No one-command install · Source | |
| 3563 | 32.180 | industrial-mcpmcp · back-end | An open-source MCP server that bridges AI models with industrial equipment, supporting multiple protocols like Modbus, OPC UA, and MQTT for reading… | 2 stars | No one-command install · Source | |
| 3564 | 32.180 | georgemandis-census-datamcp · back-end | Natural language access to US Census Bureau API with 1,700+ demographic and economic datasets. | 2 stars | No one-command install · Source | |
| 3565 | 32.180 | originality-mcpmcp · back-end | MCP server for Originality.ai that provides tools for AI detection, plagiarism checking, fact verification, readability analysis, grammar/spelling… | 2 stars | No one-command install · Source | |
| 3566 | 32.180 | shivendoo123-scottylabs-coursesmcp · back-end | Query Carnegie Mellon University course data via the ScottyLabs CMU Courses API, including course discovery, instructor lookups, prerequisites, and… | 2 stars | No one-command install · Source | |
| 3567 | 32.180 | scottylabs-mcpmcp · back-end | Enables searching and retrieving course details, schedules, prerequisites, and instructor information from the CMU course catalog via the ScottyLabs… | 2 stars | No one-command install · Source | |
| 3568 | 32.180 | openreview-mcpmcp · back-end | MCP server for searching and retrieving submissions, reviews, meta-reviews, rebuttals, and decisions from OpenReview venues like NeurIPS and ICLR… | 2 stars | No one-command install · Source | |
| 3569 | 32.180 | poisonstefani-dev-threadsmcp · back-end | MCP server for the official Meta Threads API covering authentication, publishing, reading, replies, insights, and search operations. | 2 stars | No one-command install · Source | |
| 3570 | 32.180 | roscoej-upsmcp · back-end | Unofficial MCP server for UPS shipping and logistics APIs, supporting shipment creation, tracking, rate quotes, address validation, and pickup… | 2 stars | No one-command install · Source | |
| 3571 | 32.180 | babbar-mcp-servermcp · back-end | Integrates with the Babbar.tech SEO API to enable AI assistants to perform advanced SEO analysis, competitor research, backlink auditing, and content… | 2 stars | No one-command install · Source | |
| 3572 | 32.180 | lordbasilaiassistant-sudo-thryxmcp · back-end | Gasless AI agent launchpad on Coinbase Base with 21 tools wrapping the Thryx API. | 2 stars | No one-command install · Source | |
| 3573 | 32.180 | fangorn-mcp-servermcp · back-end | Enables AI agents to query Fangorn subgraph schemas and conformant data from published data sources via the Model Context Protocol. | 2 stars | No one-command install · Source | |
| 3574 | 32.180 | chakkritte-ollama-web-toolsmcp · back-end | Provides web search and web fetch tools via Ollama's hosted API for use in Claude Code. | 2 stars | No one-command install · Source | |
| 3575 | 32.180 | hp-alm-mcp-servermcp · back-end | Enables AI agents to interact with HP ALM / Quality Center for QA workflows including test case management, test execution, defect tracking, and… | 2 stars | No one-command install · Source | |
| 3576 | 32.180 | prosperkartik-hostaway-mcpmcp · back-end | MCP server for the Hostaway property management system (vacation rentals & short-term rentals). 10 read-only tools across listings, reservations… | 2 stars | No one-command install · Source | |
| 3577 | 32.180 | 23f2005639-mcpgenmcp · back-end | MCP server generator that auto-creates MCP servers from API documentation pages or regular websites using Firecrawl and LLMs. | 2 stars | No one-command install · Source | |
| 3578 | 32.180 | deltav-edge-mcp-servermcp · back-end | Safety-conscious MCP server for read-only access to Emerson DeltaV Edge systems, enabling engineering investigation workflows and offline artifact… | 2 stars | No one-command install · Source | |
| 3579 | 32.180 | coda-mcpmcp · back-end | MCP server for Coda.io API that enables AI assistants to read and write Coda documents, tables, and rows. | 2 stars | No one-command install · Source | |
| 3580 | 32.180 | io-github-dontsovcmc-yandex-metrikamcp · back-end | MCP server for Yandex Metrika API, enabling reporting, counter management, goals, filters, and other operations via natural language. | 2 stars | No one-command install · Source | |
| 3581 | 32.180 | io-github-dontsovcmc-ozon-sellermcp · back-end | MCP server for Ozon Seller API, enabling product, order, finance, and analytics management via natural language or CLI. | 2 stars | No one-command install · Source | |
| 3582 | 32.180 | dontsovcmc-ozon-sellermcp · back-end | Ozon Seller API integration for product, order, and analytics management. | 2 stars | No one-command install · Source | |
| 3583 | 32.180 | zafronix-wc-mcpmcp · back-end | Every FIFA World Cup since 1930. 23 tournaments, full squads, knockout brackets, stadium altitudes, hat-tricks. Free tier API. | 2 stars | No one-command install · Source | |
| 3584 | 32.180 | mcp-server-wildberriesmcp · back-end | MCP server for Wildberries Seller API enabling management of products, orders, supplies, analytics, advertising, and finance through natural language… | 2 stars | No one-command install · Source | |
| 3585 | 32.180 | dontsovcmc-wildberriesmcp · back-end | Manage Wildberries marketplace operations including products, orders, shipments, marketing campaigns, analytics, and financials via 200+ API tools. | 2 stars | No one-command install · Source | |
| 3586 | 32.180 | google-scholar-search-mcpmcp · back-end | An MCP server for searching Google Scholar, enabling paper search, author lookup, citation tracking, and BibTeX export for AI assistants and… | 2 stars | No one-command install · Source | |
| 3587 | 32.180 | mcp-server-moegirl-wikimcp · back-end | MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching page introductions. | 2 stars | No one-command install · Source | |
| 3588 | 32.180 | convertapimcp · back-end | Integrates with ConvertAPI's cloud service to transform files between formats like PDF, DOCX, and images with automatic parameter validation against… | 2 stars | No one-command install · Source | |
| 3589 | 32.180 | qualys-mcp-servermcp · back-end | MCP server enabling AI assistants to interact with the Qualys vulnerability management platform. Supports investigation, risk assessment, compliance… | 2 stars | No one-command install · Source | |
| 3590 | 32.180 | jaenster-remote-shellmcp · back-end | Manages remote machines and containers via persistent SSH, SFTP, and Docker sessions that survive AI client restarts. | 2 stars | No one-command install · Source | |
| 3591 | 32.180 | mcp-ephemeral-k8smcp · back-end | Enables spawning ephemeral Model Context Protocol (MCP) servers on Kubernetes using Server-Sent Events (SSE), supporting multiple runtimes. | 2 stars | No one-command install · Source | |
| 3592 | 32.180 | abdushakurob-squadcomcp · back-end | Provides AI coding assistants with structured access to SquadCo's payment API documentation for Nigerian fintech integration. | 2 stars | No one-command install · Source | |
| 3593 | 32.180 | ada333-rhoaimcp · back-end | Integrates with Red Hat OpenShift AI clusters through Kubernetes APIs to list pods and workbenches within specified namespaces for DevOps workflows… | 2 stars | No one-command install · Source | |
| 3594 | 32.180 | pageindex-local-mcpmcp · back-end | A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG framework. It lets local AI agents index and query local PDF and Markdown… | 2 stars | No one-command install · Source | |
| 3595 | 32.180 | powerbi-mcp-proxymcp · back-end | A self-hosted MCP server that proxies MCP clients to Power BI, using your own Entra tenant and Azure subscription. It enables DAX queries, workspace… | 2 stars | No one-command install · Source | |
| 3596 | 32.180 | ftc-mcpmcp · back-end | MCP server that injects verified FTC documentation and code examples into AI assistants, enabling teams to write correct, competition-ready Java robot… | 2 stars | No one-command install · Source | |
| 3597 | 32.180 | solvohq-openunfurlmcp · back-end | Anonymous link unfurling API that returns clean JSON metadata for any public URL. | 2 stars | No one-command install · Source | |
| 3598 | 32.180 | openunfurlmcp · back-end | Zero-signup link-preview API that returns clean metadata (title, description, image, etc.) from any public URL. No API key required. | 2 stars | No one-command install · Source | |
| 3599 | 32.180 | nexus-legal-mcpmcp · back-end | Multi-jurisdictional legal AI MCP server for Spanish, Latin American, and European law. 11 tools: analyze, audit, draft, jurisprudencia search (CENDOJ… | 2 stars | No one-command install · Source | |
| 3600 | 32.180 | nogoo9-cloud-filesystemmcp · back-end | Drop-in cloud storage replacement for the standard filesystem MCP server, supporting Amazon S3, Azure Blob Storage, Google Cloud Storage, and… | 2 stars | 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.