Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 601 | 22.557 | mcp-sshmcp · back-end | MCP server for remote Linux/Unix server management via SSH, enabling command execution, system monitoring, file operations, and diagnostics through… | 1 star | No one-command install · Source | |
| 602 | 22.557 | carrierone-verilexdata-mcpmcp · back-end | 20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402… | 1 star | No one-command install · Source | |
| 603 | 22.557 | davidsimoes-digisign-mcpmcp · back-end | MCP server for DigiSign.cz digital signature API — create, send, and manage digital signature envelopes. | 1 star | No one-command install · Source | |
| 604 | 22.557 | newsapi-mcpmcp · back-end | A Model Context Protocol (MCP) server that provides real-time news intelligence using NewsAPI.ai. This server enables LLMs to search articles, track… | 1 star | No one-command install · Source | |
| 605 | 22.557 | io-github-arpe-io-fasttransfer-mcpmcp · back-end | MCP server wrapping FastTransfer for efficient data transfer between databases with safety previews. | 1 star | No one-command install · Source | |
| 606 | 22.557 | lakexpress-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for LakeXpress — a database to Parquet export tool with sync management and data lake publishing. | 1 star | No one-command install · Source | |
| 607 | 22.557 | run-iq-mcp-servermcp · back-end | MCP server exposing a parametric policy engine for evaluating, simulating, and managing rules, with dynamic plugin support for domain-specific… | 1 star | No one-command install · Source | |
| 608 | 22.557 | vibescan-mcp-servermcp · back-end | Enables scanning projects for leaked secrets and security issues directly from Claude Code, detecting secret categories, dangerous code patterns, and… | 1 star | No one-command install · Source | |
| 609 | 22.557 | serverscommcp · back-end | Integrates with Servers.com dedicated server hosting to manage hardware configurations, power operations, SSH keys, networks, storage, and OS… | 1 star | No one-command install · Source | |
| 610 | 22.557 | loinc-mcpmcp · back-end | Enables searching LOINC codes and retrieving detailed information including panel members and answer options via the LOINC Search API. | 1 star | No one-command install · Source | |
| 611 | 22.557 | ontario-data-mcpmcp · back-end | An MCP server for discovering, downloading, querying, and analyzing datasets from Ontario's open data portals, allowing natural language questions and… | 1 star | No one-command install · Source | |
| 612 | 22.557 | nasa-images-mcp-servermcp · back-end | Enables searching NASA's image library and navigating results with an interactive UI, supporting both stdio and HTTP transports. | 1 star | No one-command install · Source | |
| 613 | 22.557 | mcp-network-analyzermcp · back-end | Captures browser network traffic, analyzes API patterns, and exposes analysis tools through an MCP server for AI-assisted workflows. | 1 star | No one-command install · Source | |
| 614 | 22.557 | datagovma-mcpmcp · back-end | MCP server for the Moroccan Open Data portal (data.gov.ma) enabling search and retrieval of datasets, resources, organizations, and groups via CKAN… | 1 star | No one-command install · Source | |
| 615 | 22.557 | jorgenclaw-nostr-mcp-servermcp · back-end | Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign and publish Nostr events — no API keys, just Lightning. Live at… | 1 star | No one-command install · Source | |
| 616 | 22.557 | linktest-mcp-servermcp · back-end | Automate Google Play closed testing with AI - skip the hassle of finding testers and waiting 14+ days by telling your AI to handle it. | 1 star | No one-command install · Source | |
| 617 | 22.557 | python-xero-mcp-server-for-bybmcp · back-end | Enables interaction with Xero accounting API for financial reporting, sales analysis, grant tracking, and bill management using natural language. | 1 star | No one-command install · Source | |
| 618 | 22.557 | gmod-mcpmcp · back-end | MCP server for Garry's Mod enabling RCON command execution, Lua scripting, window control, screenshots, and SFTP file management. | 1 star | No one-command install · Source | |
| 619 | 22.557 | unsplashxmcp · back-end | An MCP server for the Unsplash API that enables searching, downloading, and inserting high-quality images with automatic photographer attribution into… | 1 star | No one-command install · Source | |
| 620 | 22.557 | panitw-jira-project-managementmcp · back-end | Wraps Jira Cloud REST API for AI-driven agile project management with sprint health monitoring, velocity tracking, and automated audits. | 1 star | No one-command install · Source | |
| 621 | 22.557 | jira-pm-mcpmcp · back-end | Wraps JIRA Cloud REST API for AI-driven agile project management, enabling sprint health monitoring, label syncing, risk flagging, and audit receipt… | 1 star | No one-command install · Source | |
| 622 | 22.557 | mcp-seo-toolsmcp · back-end | An MCP server that provides a suite of SEO analysis tools for auditing meta tags, headings, links, keyword density, page speed, and sitemaps without… | 1 star | No one-command install · Source | |
| 623 | 22.557 | phoenixd-mcp-servermcp · back-end | Enables LLMs to manage a phoenixd Bitcoin Lightning wallet, including creating and paying invoices, managing channels, and querying balances and node… | 1 star | No one-command install · Source | |
| 624 | 22.557 | elevenlabs-sound-effect-servermcp · back-end | Generates sound effects from text descriptions using ElevenLabs API and saves them as MP3 files. | 1 star | No one-command install · Source | |
| 625 | 22.557 | dns-mcp-servermcp · back-end | A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC… | 1 star | No one-command install · Source | |
| 626 | 22.557 | lido-mcp-servermcp · back-end | Enables AI agents to perform Lido staking operations (stake, unstake, wrap, unwrap, check balances/rewards) via natural language. | 1 star | No one-command install · Source | |
| 627 | 22.557 | corpo-mcp-servermcp · back-end | Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows in a sandbox environment. | 1 star | No one-command install · Source | |
| 628 | 22.557 | laibniz-scholarfetchmcp · back-end | Multi-engine scholarly search with a hosted Streamable HTTP endpoint. | 1 star | No one-command install · Source | |
| 629 | 22.557 | embl-ebi-mcp-servermcp · back-end | Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfam families, protein features, and taxonomy through a unified tool. | 1 star | No one-command install · Source | |
| 630 | 22.557 | discava-mcp-servermcp · back-end | Search Millions of local businesses worldwide (Europe, Northamerica, Southamerica, Asia, Oceania), confidence scores, and agent trust rankings. No API… | 1 star | No one-command install · Source | |
| 631 | 22.557 | gh-jayden-dong-mcphubmcp · back-end | Aggregates multiple MCP servers into a single unified platform with hot-pluggable tools and access control. | 1 star | No one-command install · Source | |
| 632 | 22.557 | snap-mcp-servermcp · back-end | A Model Context Protocol server that parses code, documents, data, and config files into structured database snapshots for targeted AI retrieval… | 1 star | No one-command install · Source | |
| 633 | 22.557 | yfinance-mcp-servermcp · back-end | Provides AI-friendly stock analysis using Yahoo Finance data, including technical indicators, financial metrics, and Japanese reports. | 1 star | No one-command install · Source | |
| 634 | 22.557 | scb-opendata-mcpmcp · back-end | A FastMCP server that provides access to Statistics Sweden's PxWebApi v2, enabling querying of statistical tables on employment, wages, and other… | 1 star | No one-command install · Source | |
| 635 | 22.557 | walletgrower-mcp-servermcp · back-end | Enables AI agents to search, compare, and get personalized recommendations for financial products like savings accounts, credit cards, loans… | 1 star | No one-command install · Source | |
| 636 | 22.557 | stitch-mcp-servermcp · back-end | Enables AI coding assistants to generate, edit, and scaffold HTML UIs from natural language using Google Stitch API. | 1 star | No one-command install · Source | |
| 637 | 22.557 | you-need-an-advisor-mcpmcp · back-end | An MCP server that connects AI assistants to YNAB budgets, enabling natural language queries about finances backed by full API coverage and built-in… | 1 star | No one-command install · Source | |
| 638 | 22.557 | shipitandpray-mcp-market-datamcp · back-end | Live cryptocurrency market data. 8 tools for real-time prices, OHLCV, order books, and market summaries. Zero API keys required. Zero dependencies. | 1 star | No one-command install · Source | |
| 639 | 22.557 | context-mcp-servermcp · back-end | Enables AI agents to browse, trade, and create prediction markets on Context Markets. Supports wallet management, order placement, and market creation… | 1 star | No one-command install · Source | |
| 640 | 22.557 | mcp-seo-auditormcp · back-end | MCP server for on-page SEO auditing and JSON-LD schema validation, providing tools for full SEO audit, schema validation, heading hierarchy, and image… | 1 star | No one-command install · Source | |
| 641 | 22.557 | w3-mcp-lsp-servermcp · back-end | Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definition, hover info, and find references through MCP tools. | 1 star | No one-command install · Source | |
| 642 | 22.557 | spark-sql-mcp-servermcp · back-end | Query Spark SQL clusters via Thrift/HiveServer2, with support for Spark, EMR, Hive, and Impala. | 1 star | No one-command install · Source | |
| 643 | 22.557 | saurav61091-mcp-openapimcp · back-end | Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language… | 1 star | No one-command install · Source | |
| 644 | 22.557 | linkedin-pages-mcpmcp · back-end | MCP server for managing LinkedIn Company Pages via the official Community Management API. Post content, manage comments, track analytics, and more… | 1 star | No one-command install · Source | |
| 645 | 22.557 | mcp-nota-fiscalmcp · back-end | Enables AI assistants to interact with Brazilian electronic invoices (NF-e, NFC-e, NFS-e) via Nuvem Fiscal API, including CNPJ lookup, invoice… | 1 star | No one-command install · Source | |
| 646 | 22.557 | videoscan-mcpmcp · back-end | An MCP server for comprehensive video analysis — AI-powered transcription, visual frame analysis, and metadata extraction from 1000+ platforms. | 1 star | No one-command install · Source | |
| 647 | 22.557 | handshake-mcp-servermcp · back-end | Enables AI assistants to connect to Handshake to search jobs, browse employers, explore events, and pull student or employer profiles. | 1 star | No one-command install · Source | |
| 648 | 22.557 | mcp-apple-obsidianmcp · back-end | A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It provides extensive tools for interacting with Obsidian vaults, notes… | 1 star | No one-command install · Source | |
| 649 | 22.557 | ifrc-go-admin-mcp-servermcp · back-end | Provides access to IFRC GO Admin API for disaster relief emergency fund (DREF) data, including operations, appeals, and emergencies. | 1 star | No one-command install · Source | |
| 650 | 22.557 | mcp-server-qnap-qvsmcp · back-end | Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS REST API, enabling VM lifecycle operations and resource monitoring… | 1 star | No one-command install · Source | |
| 651 | 22.557 | mcp-geminimcp · back-end | An MCP server that lets AI assistants use Google's Gemini models. Generate text, analyze images, review code, and more — with support for multi-turn… | 1 star | No one-command install · Source | |
| 652 | 22.557 | yanki-mcp-servermcp · back-end | An MCP server that connects to Anki for card review and creation, featuring automatic date-based organization of new cards. | 1 star | No one-command install · Source | |
| 653 | 22.557 | nlspec-servermcp · back-end | Enables AI agents to parse, create, update, delete, and search natural language specification elements in markdown files via MCP tools. | 1 star | No one-command install · Source | |
| 654 | 22.557 | locus-mcpmcp · back-end | MCP server for Locus, a local semantic dataspace manager powered by Ollama. It exposes all Locus HTTP endpoints as MCP tools to manage dataspaces… | 1 star | No one-command install · Source | |
| 655 | 22.557 | paulofroes-meta-marketingmcp · back-end | Wraps Meta's Marketing API v25.0 for Facebook and Instagram advertising operations including insights, campaign management, and creative creation. | 1 star | No one-command install · Source | |
| 656 | 22.557 | junct-wormholemcp · back-end | Auto-generated MCP server for Wormhole cross-chain transfers and bridge data. | 1 star | No one-command install · Source | |
| 657 | 22.557 | ekaone-mcp-toolsmcp · back-end | MCP server providing data masking tools for credit card numbers and email addresses, enabling privacy protection through natural language commands. | 1 star | No one-command install · Source | |
| 658 | 22.557 | w3-mcp-falkordb-servermcp · back-end | Enables graph database operations on FalkorDB via MCP, allowing Cypher queries, node retrieval, and graph listing. | 1 star | No one-command install · Source | |
| 659 | 22.557 | ai-sound-mcp-servermcp · back-end | Enables AI assistants to programmatically edit, analyze, and export audio projects through MCP tools, including multi-track editing, effects… | 1 star | No one-command install · Source | |
| 660 | 22.557 | meta-ads-mcp-server-2mcp · back-end | Provides access to Meta Marketing API for comprehensive ad analytics and AI-powered video creative analysis. | 1 star | No one-command install · Source | |
| 661 | 22.557 | middlemanmcp · back-end | A context refinement MCP server that acts as a proxy to distill large outputs from other MCP servers into concise summaries, reducing token usage and… | 1 star | No one-command install · Source | |
| 662 | 22.557 | mcp-opentymmcp · back-end | A lightweight MCP HTTP server giving AI assistants real tools to interact with your Windows machine, including running commands, file access, system… | 1 star | No one-command install · Source | |
| 663 | 22.557 | linkedin-profile-mcp-servermcp · back-end | An intelligent bridge between Claude and LinkedIn. This MCP server empowers Claude to act as your high-level career consultant, capable of auditing… | 1 star | No one-command install · Source | |
| 664 | 22.557 | task-crusader-mcpmcp · back-end | A campaign and task management MCP server for AI coding assistants, enabling dependency tracking, acceptance criteria, testing strategies, and… | 1 star | No one-command install · Source | |
| 665 | 22.557 | heblinemcp · back-end | Intelligent API routing for AI agents selecting the best service, price, and free alternatives. | 1 star | No one-command install · Source | |
| 666 | 22.557 | apple-mcp-servermcp · back-end | Exposes macOS system controls and Apple apps as structured tools for Claude, enabling control of volume, music, files, browser tabs, and more via… | 1 star | No one-command install · Source | |
| 667 | 22.557 | cti-mcp-servermcp · back-end | Provides threat intelligence tools like IoC lookups, event backtracking, and IP enrichment via MCP, enabling automated triage and evidence queries. | 1 star | No one-command install · Source | |
| 668 | 22.557 | computer-use-windowsmcp · back-end | A standalone MCP server for Windows desktop control, enabling screenshots, mouse and keyboard input, app launch, window/display management, and… | 1 star | No one-command install · Source | |
| 669 | 22.557 | fortnox-mcp-servermcp · back-end | Enables AI agents to manage invoices, customers, suppliers, accounting entries, orders, and more through Fortnox's cloud accounting platform via… | 1 star | No one-command install · Source | |
| 670 | 22.557 | jactus-mcp-servermcp · back-end | Enables AI assistants like Claude to discover, validate, and simulate all 18 ACTUS financial contract types using JACTUS, with tools for contract… | 1 star | No one-command install · Source | |
| 671 | 22.557 | red-hat-api-mcp-server-2mcp · back-end | MCP server providing tools to search Red Hat KCS solutions, retrieve solution details, search cases, and get case details via Red Hat APIs. | 1 star | No one-command install · Source | |
| 672 | 22.557 | theyahia-mango-officemcp · back-end | Integrates with Mango Office telephony API for call history and user management. | 1 star | No one-command install · Source | |
| 673 | 22.557 | theyahia-vk-mcpmcp · back-end | An MCP server that provides 8 tools for interacting with VK API, including wall posts, messaging, friends, groups, and statistics. | 1 star | No one-command install · Source | |
| 674 | 22.557 | theyahia-vkmcp · back-end | Integrates with VK social network API for accessing wall posts, searching content, retrieving user profiles, and browsing community data. | 1 star | No one-command install · Source | |
| 675 | 22.557 | github-readme-mcpmcp · back-end | An MCP server that reviews README files using transparent, deterministic rules, scoring them and suggesting improvements. | 1 star | No one-command install · Source | |
| 676 | 22.557 | odoo-mcp-uvxmcp · back-end | A read-only MCP server that enables AI assistants to query Odoo instances via XML-RPC, supporting search, read, count, and field inspection without… | 1 star | No one-command install · Source | |
| 677 | 22.557 | google-maps-transitmcp · back-end | A Model Context Protocol (MCP) server for Google Maps — routing, place discovery, and commute comparison over stdio. | 1 star | No one-command install · Source | |
| 678 | 22.557 | scamverifyai-scamverify-mcpmcp · back-end | AI-powered scam and threat verification MCP server. Check phone numbers, URLs, text messages, emails, documents, and QR codes against 8M+ threat… | 1 star | No one-command install · Source | |
| 679 | 22.557 | nextcloud-mcpmcp · back-end | MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction. | 1 star | No one-command install · Source | |
| 680 | 22.557 | wholock2210-lunamcp · back-end | Local development server providing file system operations, git workflows, search, command execution, and migration snapshots with built-in safety… | 1 star | No one-command install · Source | |
| 681 | 22.557 | terminal-bridge-mcpmcp · back-end | An MCP server that bridges AI assistants to real terminal sessions, enabling creation, management, and interaction with persistent PTY processes for… | 1 star | No one-command install · Source | |
| 682 | 22.557 | agent-audit-trail-mcp-servermcp · back-end | Provides tamper-proof audit logging for AI agents using SHA-256 hash chains, integrity verification, and compliance reporting for the EU AI Act. | 1 star | No one-command install · Source | |
| 683 | 22.557 | aiagentkarl-solana-mcp-servermcp · back-end | Solana blockchain data for AI agents — wallet balances, token prices, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder… | 1 star | No one-command install · Source | |
| 684 | 22.557 | gov-data-mcpmcp · back-end | MCP server with 562 tools accessing 114 government data APIs covering economic, health, education, energy, and more from federal, state, and… | 1 star | No one-command install · Source | |
| 685 | 22.557 | cyntrica-gov-datamcp · back-end | Provides access to 114 government data APIs with 562 tools covering federal, state, and international data across economics, health, education… | 1 star | No one-command install · Source | |
| 686 | 22.557 | retrograde-mcpmcp · back-end | A Model Context Protocol server that provides real astronomical data (planetary positions, lunar phases, space weather) with astrological… | 1 star | No one-command install · Source | |
| 687 | 22.557 | brokeriamcp · back-end | Brazilian real estate platform MCP server for property search, mortgage simulation, CRM lead registration, and visit scheduling. | 1 star | No one-command install · Source | |
| 688 | 22.557 | trello-mcp-server-2mcp · back-end | Provides programmatic access to Trello's API to manage boards, lists, cards, and organizations via MCP. | 1 star | No one-command install · Source | |
| 689 | 22.557 | deathwalker-47-openai-compatmcp · back-end | Routes MCP tool calls to any OpenAI-compatible chat or completions API backend. | 1 star | No one-command install · Source | |
| 690 | 22.557 | bybit-mcp-servermcp · back-end | Enables AI assistants to interact with the Bybit cryptocurrency exchange via the V5 API, supporting market data, trading, and account management with… | 1 star | No one-command install · Source | |
| 691 | 22.557 | ezpay-e-invoice-mcp-servermcp · back-end | An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabling AI assistants to issue, void, and query invoices and allowances… | 1 star | No one-command install · Source | |
| 692 | 22.557 | preslaff-llama-local-llmmcp · back-end | Bridges MCP clients with local LLM models via llama-server or Ollama for GPU-accelerated text and code generation. | 1 star | No one-command install · Source | |
| 693 | 22.557 | anon767-action-guardmcp · back-end | Policy-based tool filtering library for MCP deployments to control and restrict tool execution. | 1 star | No one-command install · Source | |
| 694 | 22.557 | tedoneobichajavascript-readyoraimcp · back-end | Zero-cost local code inspection MCP server analyzing complexity, security vulnerabilities, naming conventions, and documentation quality. | 1 star | No one-command install · Source | |
| 695 | 22.557 | readyoraimcp · back-end | Enables local code inspection and analysis for clean code practices, best practices, and actionable recommendations without external API calls or… | 1 star | No one-command install · Source | |
| 696 | 22.557 | narayanareddy11-devops-toolkitmcp · back-end | Collection of 15 MCP servers for a complete local DevOps stack, covering CI/CD, K8s, security, observability, and storage. | 1 star | No one-command install · Source | |
| 697 | 22.557 | darak-mcp-servermcp · back-end | Remote MCP server for Saudi real estate data, giving AI assistants access to 65,000+ rental and sale property listings across 5 Saudi cities with… | 1 star | No one-command install · Source | |
| 698 | 22.557 | heuris-biomcpmcp · back-end | A bioinformatics MCP server that connects AI clients to over 30 life science databases and 32 curated tools for research, drug discovery, and clinical… | 1 star | No one-command install · Source | |
| 699 | 22.557 | kbbi-mcpmcp · back-end | An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring). | 1 star | No one-command install · Source | |
| 700 | 22.557 | unity-mcpmcp · back-end | The first Model Context Protocol server for Unity projects. It gives AI assistants real understanding of Unity scenes, prefabs, and C# scripts through… | 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.