Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5401 | 43.294 | finance-mcpmcp · back-end | A minimal MCP server that converts company names to stock symbols and fetches financial data from Yahoo Finance using two example tools. | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | blockscout-mcpmcp · back-end | Enables AI models to interact with Blockscout API for blockchain data, including transactions, blocks, balances, and contract calls. Supports multiple… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | mcp-llama-integration-servermcp · back-end | Implements the Model Context Protocol to retrieve context from a locally running Llama model, enabling AI applications to query and receive relevant… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | oletools-mcp-servermcp · back-end | Enables secure static analysis of Microsoft Office documents and related file types for malicious content, integrating with systems that support the… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | google-drive-servermcp · back-end | Enables listing, reading, and searching over files in Google Drive, with automatic export of Google Workspace files. | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | bhwang-apple-automationmcp · back-end | Provides a lightweight macOS application control server for managing Spotify playback and iTerm interactions using AppleScript-based system commands. | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | apache-beam-mcp-servermcp · back-end | Enables AI-controlled management of Apache Beam data pipelines across different runners (Flink, Spark, Dataflow, Direct) via the Model Context… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | takuya0206-obsidianmcp · back-end | Enables Claude to read, search, and modify Obsidian vault notes through a Node.js application that connects to the Local REST API plugin for seamless… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | aarushkx-covid-statisticsmcp · back-end | Provides real-time COVID-19 statistics by connecting to the disease.sh API, delivering case counts, deaths, recoveries, and testing data for any… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | oreilly-learning-platformmcp · back-end | Integrates with O'Reilly's learning platform API to search and retrieve technical content from their extensive library, returning structured metadata… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | yikaj-futumcp · back-end | Integrates with Futu API for financial market data and trading capabilities, enabling algorithmic trading strategies and market analysis through tools… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | qubaomingg-alpha-vantage-stockmcp · back-end | Integrates with Alpha Vantage API to provide real-time and historical stock market data, enabling financial analysis with customizable price alerts… | 4 stars | No one-command install · Source | |
| 5401 | 43.294 | addnessmcp · back-end | Official MCP server for managing goals, assignments, notifications, and activity tracking in the Addness platform. | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | alexcandrabersiva-binance-futuresmcp · back-end | Integrates with Binance Futures API to provide real-time market data access and account management functionality for cryptocurrency trading… | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | jmagar-dockermcp · back-end | Manages Docker containers and services across multiple remote hosts through SSH connections, enabling container lifecycle operations, Docker Compose… | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | jmagar-gotifymcp · back-end | Send push notifications and manage applications through self-hosted Gotify servers. | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | js360000-re-promcp · back-end | Reverse engineering workbench MCP server integrating Ghidra, rizin, ILSpy, and JADX. | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | kazkozdev-searchmcp · back-end | Web search, content extraction, PDF parsing, datetime and geolocation tools without API keys | 4 stars | No commit datelisted | No one-command install · Source |
| 5401 | 43.294 | marketing-assistant-mcpmcp · back-end | A local Model Context Protocol server that lets your coding agent draft, get human approval for, and publish posts to X using the X API v2. | 4 stars | No commit datelisted | No one-command install · Source |
| 5420 | 42.949 | aircall-mcpmcp · back-end | A read-only MCP server for the Aircall REST API, enabling browsing calls, transcripts, contacts, and more while keeping data local. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | sigrank-mcp-servermcp · back-end | Exposes the SigRank leaderboard as tools for agents, enabling token-only rank and submit operations with local privacy-first tokenpull reading. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | onto-mcp-servermcp · back-end | Enables interaction with the Onto platform through MCP, providing tools for managing realms, templates, entities, diagrams, and relations. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | knowbe4-mcpmcp · back-end | MCP server for KnowBe4 — security awareness training, phishing simulation, and user risk management API integration | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | openprovider-mcp-servermcp · back-end | MCP server for Openprovider.com that enables domain management actions such as checking availability, registering domains, listing domains, and… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | scorecard-ai-mcpmcp · back-end | Enables AI assistants to interact with the Scorecard REST API for exploring endpoints, making test requests, and integrating the SDK into… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | upgates-mcp-servermcp · back-end | MCP server for automating Upgates e-commerce shops via the Upgates API v2. Provides 34 tools for managing orders, products, customers, invoices… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | apple-reminders-mcp-server-2mcp · back-end | A Model Context Protocol server providing comprehensive integration with Apple Reminders, enabling CRUD operations, natural language date parsing… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | ravendb-mcpmcp · back-end | A Model Context Protocol server that enables AI assistants to interact with RavenDB databases through a standardized interface, supporting document… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | jira-mcp-server-5mcp · back-end | A local MCP server for managing Jira issues, enabling creation, update, deletion, search, and commenting on issues via natural language. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | acxelerator-japan-weathermcp · back-end | Integrates with an external weather API to provide current conditions and forecasts for locations in Japan. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | talos-mcp-servermcp · back-end | MCP server that enables interaction with Talos Linux clusters via gRPC API, supporting cluster management, monitoring, configuration, and resource… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | azure-ml-mcp-servermcp · back-end | Deploys an MCP server on Azure Container Apps that exposes Azure ML managed online endpoints as tools, enabling AI agents like Azure AI Foundry to… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | pje-mcp-servermcp · back-end | MCP server for integrating with the Brazilian PJE judicial system via MNI and BNP, enabling consultation of legal processes, communications, and… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | sd-elements-mcp-servermcp · back-end | A Model Context Protocol server that provides SD Elements API integration. This server enables LLMs to interact with SD Elements security development… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | karate-mcp-servermcp · back-end | Provides AI agents with comprehensive knowledge of the Karate DSL framework for API testing, UI automation, and performance testing. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | domo-mcp-servermcp · back-end | Connects to Domo API to run SQL queries, search datasets, retrieve metadata and schema, and manage roles. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | cookwith-mcpmcp · back-end | An MCP server that enables AI-powered recipe generation and transformation using natural language, supporting dietary restrictions, allergies, and… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | redtrack-mcp-servermcp · back-end | A stateless MCP server that exposes RedTrack attribution data via two endpoints (GET /manifest and POST /run) and can be deployed with one click on… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | webtools-mcp-servermcp · back-end | Provides comprehensive web analysis and auditing tools including HTML extraction, markdown conversion, screenshots, debugging, and Lighthouse-based… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | oci-mcpmcp · back-end | Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools, resources and prompts. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | openproject-mcp-servermcp · back-end | A comprehensive MCP server for integrating with OpenProject API, enabling AI assistants to manage projects, work packages, time tracking, and users. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | cloudways-mcp-servermcp · back-end | Enables AI assistants to manage Cloudways infrastructure, including servers, applications, monitoring, and security via the Cloudways API. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | recallnet-trading-simulatormcp · back-end | Enables AI models to interact with a multi-chain trading simulator API for executing trades, checking balances, retrieving token prices, and… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | traylinx-search-engine-mcp-servermcp · back-end | Enables MCP clients to perform intelligent web searches via Traylinx's Agentic Search API, returning text summaries and structured data like HTML… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | isaacgounton-brave-search-ssemcp · back-end | Delivers real-time Brave Search results via Server-Sent Events (SSE), maintaining persistent connections for immediate display without polling… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | jweathermcp · back-end | Integrates with weather data services to provide real-time conditions and forecasts through an asyncio-powered Python server with automated CI/CD… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | nefino-mcp-servermcp · back-end | Provides LLMs with access to news and information about renewable energy projects and planning in Germany via the Nefino API, enabling location-based… | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | portfolio-servicemcp · back-end | Integrates Interactive Brokers and TradeStation APIs for portfolio management, market data, and trading operations, with TradingView market scanning. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | media-creator-mcp-servermcp · back-end | Provides tools to generate images using Amazon Nova Canvas and videos using Amazon Nova Reel models via Amazon Bedrock and S3. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | raju-deriv-apimcp · back-end | Integrates with Deriv API to enable trading operations like retrieving symbols and balances for automated trading systems and market analysis tools. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | hotnews-mcp-servermcp · back-end | Provides real-time hot trending topics from major Chinese social platforms and news sites, enabling AI models to fetch and display current hot lists. | 3 forks | No one-command install · Source | |
| 5420 | 42.949 | mcp-server-neurolorapmcp · back-end | Provides code collection and project structure reporting tools for code analysis and documentation. | 3 forks | No one-command install · Source | |
| 5453 | 42.721 | pinescriptmcp · back-end | MCP server providing Pine Script v6 documentation for AI assistants. Enables AI to: Look up Pine Script functions and validate syntax Access official… | 2,509 installs | No commit datelisted | No one-command install · Source |
| 5454 | 41.175 | mcp-server-panchangammcp · back-end | Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabalam, festivals, eclipses, gochara and planetary positions for any city… | 1 star · 2 forks | armory install mcp-server-panchangam --cli claude | |
| 5454 | 41.175 | cyanheads-sanctions-screening-mcp-servermcp · back-end | Screen names against consolidated OFAC, EU, UK, and UN sanctions lists and resolve legal entities via GLEIF, with offline fuzzy matching. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | ansys-cfx-mcpmcp · back-end | An MCP server that enables AI assistants to interact with Ansys CFX through PyCFX, supporting natural-language-assisted CFX-Pre, CFX Solver, and… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | generect-live-api-mcp-servermcp · back-end | MCP server for B2B lead generation and company search using the Generect Live API. Provides tools to search leads, companies, generate emails, and get… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | cyanheads-tmdb-mcp-servermcp · back-end | Enables searching and retrieving detailed information about movies, TV shows, and people from The Movie Database (TMDB), including streaming… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | mcp-krsmcp · back-end | MCP server for the Polish company register (KRS) via the official Ministry of Justice API — entities, boards and shareholders with verifiable… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | kakunin-mcpmcp · back-end | Enables AI agents to self-verify their authorized scope, check risk scores, and log behavioral events via the Kakunin compliance API. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | huntflow-mcp-servermcp · back-endalso listed as theyahia-huntflow | Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recruitment stages via 7 tools and 2 skill prompts. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | wazzan-coincapmcp · back-end | Integrates with CoinCap's API v3 to provide real-time cryptocurrency price tracking, market analysis, and historical trend data for informed… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | hmc-mcpmcp · back-end | MCP server and CLI for IBM HMC REST API, enabling AI agents to inventory Power systems, manage LPARs/VIOS, and submit jobs like power on/off, with… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | boomi-mcp-servermcp · back-end | Secure MCP server for Boomi Platform API integration with Claude Code. Enables natural language interaction with Boomi Platform APIs, including… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | arra-memory-labmcp · back-end | Enables trustworthy AI memory operations including authoritative memory creation, hybrid recall with provenance, evidence tracking, and safe… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | yaw-mcpmcp · back-end | Manages and dispatches multiple MCP servers from a cloud dashboard, reducing tool-context bloat by loading only the most relevant servers for a given… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | nagoya-busmcp · back-end | Integrates with Nagoya City's transportation API to retrieve bus station information and timetable data for travel planning and transit applications. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | aimarket-mcpmcp · back-end | Enables web fetching, web search, and Metis verification for AI agents via a single MCP endpoint. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | accuknox-mcp-servermcp · back-end | Enables interaction with the AccuKnox cloud security platform through MCP, allowing users to query cloud assets, vulnerabilities, and perform security… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | feegow-clinicmcp · back-end | Read-only MCP server for managing Feegow Clinic data, including patients, appointments, professionals, specialties, insurance, finances, and… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | cid10-br-mcpmcp · back-end | MCP server for Brazilian ICD-10 (CID-10) that enables search, lookup, hierarchy navigation, statistics, and validation of disease codes from official… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | rescuedogs-mcp-servermcp · back-endalso listed as ssatama-rescuedogs-mcp-server | MCP server for discovering rescue dogs from European and UK organizations. Search, filter, and get detailed profiles of dogs available for adoption. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | flashalpha-mcp-servermcp · back-end | Connects AI assistants to live options market data with 70+ tools for exposure analytics, volatility, strategy signals, and historical backtesting. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | brale-api-mcp-servermcp · back-end | A Model Context Protocol server that provides a secure wrapper around the Brale API, enabling AI assistants to perform stablecoin issuance, transfers… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | astral-bridgemcp · back-end | Connects QQ via NapCat OneBot v11 to an Astral Code app-server, exposing MCP tools for sending messages, files, images, and fetching conversation… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | nl-eli-mcpmcp · back-end | An MCP server for Dutch consolidated legislation, enabling AI agents to retrieve acts and their full text in force on a given date with verifiable… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | trundlermcp · back-end | A local MCP server for grocery shopping, enabling product search, specials, and browsing across NZ supermarkets, with cart and order history for… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | superdocs-mcp-servermcp · back-end | Enables AI-powered document editing, drafting, searching, summarizing, and exporting styled documents (docx, PDF, HTML, Markdown) across large files… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | keepsake-mcpmcp · back-end | MCP server for Keepsake personal CRM that enables AI assistants to manage contacts, interactions, tasks, notes, daily journal, companies, and tags. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | thetacog-mcpmcp · back-end | This server enables decidable, hardware-attested semantic verification of AI outputs using on-chip ballistic walks, providing reproducible receipts… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | dsouzaanush-heroku-codemcp · back-end | Search and execute Heroku Platform API operations with token-efficient Code Mode pattern. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | vessel-api-vesselapimcp · back-end | Maritime vessel tracking with port events, emissions data, and navigation information. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | ak-mcpmcp · back-end | Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | concert-operate-mcpmcp · back-end | MCP server for IBM Concert Operate that exposes the full v2 REST API as callable tools, enabling AI assistants to manage alerts, incidents, policies… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | hk-law-mcp-servermcp · back-end | MCP server providing access to Hong Kong law and security data, including Foreign Domestic Helpers statistics from the Immigration Department. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | olamide-olaniyan-sociavaultmcp · back-end | Integrates with SociaVault API to retrieve profile information and content from Instagram, TikTok, Twitter/X, Threads, YouTube, Facebook, and Reddit… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | zk-utilsmcp · back-end | MCP server for zk note management enabling note search, creation, and link analysis via the zk command-line tool. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | manager-mcpmcp · back-end | Read-only MCP server for self-hosted Manager.io bookkeeping, providing curated GET tools to access accounting data like invoices, balances, and… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | solidworksmcpmcp · back-end | MCP server for controlling a live SOLIDWORKS session through the Windows COM API, enabling native CAD operations like sketches, features, bodies… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | signal8-mcp-servermcp · back-end | Provides AI agents with direct access to SEC filing intelligence, company fundamentals, dilution risk scoring, and cross-company analytics for… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | pkobielak-social-superpowersmcp · back-end | Hosted gateway giving AI agents live read access to X/Twitter and Reddit through twelve social media tools with no API keys required. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | justi-a-5-0mcp · back-end | MCP server bridge for Obsidian that exposes the vault as an MCP server and connects to external legal data servers (PJe/DataJud/CNJ) for legal… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | h2ogpte-mcp-servermcp · back-end | Enables interaction with H2OGPTe's REST API, allowing document ingestion, collection management, and chat with AI models through MCP tools and… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | belgian-law-mcp-servermcp · back-end | Enables querying Belgian statutes and provisions from the Belgian Official Gazette directly via AI assistants, providing search, citation validation… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | github-projects-mcp-servermcp · back-end | Enables managing GitHub Project views, priorities, dependencies, and metrics through natural language. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | mcp-reddit-adsmcp · back-end | MCP server for Reddit Ads API v3 enabling campaign management, ad creation, performance reporting, and audience targeting through Claude. | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | kommo-crm-mcp-servermcp · back-end | Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including leads, contacts, companies, tasks, notes, pipelines, and products through… | 1 star · 2 forks | No one-command install · Source | |
| 5454 | 41.175 | sofascore-mcpmcp · back-end | An MCP server that answers football questions with interactive widgets, centered on the 2026 FIFA World Cup using SofaScore API data. | 1 star · 2 forks | 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.