Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | 22.557 | cronlytic-mcp-servermcp · back-end | A comprehensive Model Context Protocol (MCP) server that integrates with the Cronlytic API to provide seamless cron job management through LLM… | 1 star | No one-command install · Source | |
| 102 | 22.557 | youtube-mcp-server-6mcp · back-end | Provides AI assistants with comprehensive YouTube analytics and channel management capabilities, including channel performance, video analytics… | 1 star | No one-command install · Source | |
| 103 | 22.557 | modal-mcp-stock-analysis-servermcp · back-end | Provides real-time stock analysis tools including price lookup, comprehensive investment scoring, and company-to-ticker conversion through a MCP… | 1 star | No one-command install · Source | |
| 104 | 22.557 | ht-mcp-servermcp · back-end | Enables AI assistants to programmatically control interactive terminal applications through HT sessions, supporting session management, key sending… | 1 star | No one-command install · Source | |
| 105 | 22.557 | tesla-mcp-servermcp · back-end | Connects Claude with the Tesla Owner API, enabling authentication and data retrieval for Tesla vehicles and solar systems. | 1 star | No one-command install · Source | |
| 106 | 22.557 | megacloud-mcp-servermcp · back-end | Enables middleware management, information checking, backups, and node-level operations for the MegaCloud API. | 1 star | No one-command install · Source | |
| 107 | 22.557 | mcp-getblock-servermcp · back-end | Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, including wallet balances, transactions, gas prices, and account… | 1 star | No one-command install · Source | |
| 108 | 22.557 | kov-fetch-urlmcp · back-end | Rust-based server that provides a fetch tool for retrieving content from URLs, enabling access to web documentation, online resources, and specific… | 1 star | No one-command install · Source | |
| 109 | 22.557 | contentful-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Contentful's tools and services through a unified API. Enables content management and site… | 1 star | No one-command install · Source | |
| 110 | 22.557 | twitter-universal-mcp-servermcp · back-end | Provides a standardized MCP interface for interacting with Twitter's tools and services, compatible with MCP-compliant applications. | 1 star | No one-command install · Source | |
| 111 | 22.557 | pipedrive-universal-mcp-servermcp · back-end | Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools and services through a standardized API. | 1 star | No one-command install · Source | |
| 112 | 22.557 | miro-universal-mcp-servermcp · back-end | This repository contains an implementation of an Miro Universal MCP (Model Context Protocol) server. It provides a standardized interface for… | 1 star | No one-command install · Source | |
| 113 | 22.557 | shopify-universal-mcp-servermcp · back-end | Provides a standardized MCP interface for interacting with Shopify tools and services, enabling unified API access and compatibility with… | 1 star | No one-command install · Source | |
| 114 | 22.557 | clickup-universal-mcp-servermcp · back-end | Enables interaction with Clickup's project management tools through the MCP protocol, allowing task and project operations via natural language. | 1 star | No one-command install · Source | |
| 115 | 22.557 | mailchimp-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Mailchimp's tools and services through the Model Context Protocol, enabling easy management of… | 1 star | No one-command install · Source | |
| 116 | 22.557 | notion-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Notion's tools and services through a unified API, enabling content management and site… | 1 star | No one-command install · Source | |
| 117 | 22.557 | perplexity-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Perplexity's tools and services through a unified API, following the MCP specification. | 1 star | No one-command install · Source | |
| 118 | 22.557 | jira-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Jira's tools and services through a unified API. | 1 star | No one-command install · Source | |
| 119 | 22.557 | apollo-universal-mcp-servermcp · back-end | Enables access to Apollo's tools and services through a standardized MCP interface, compatible with MCP-compliant clients. | 1 star | No one-command install · Source | |
| 120 | 22.557 | confluence-universal-mcp-servermcp · back-end | Enables interaction with Confluence through a unified API using the Model Context Protocol, providing tools for managing Confluence content and… | 1 star | No one-command install · Source | |
| 121 | 22.557 | sharepoint-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with SharePoint tools and services through the Model Context Protocol, enabling management of… | 1 star | No one-command install · Source | |
| 122 | 22.557 | rocketlane-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Rocketlane's tools and services through the Model Context Protocol, enabling unified API… | 1 star | No one-command install · Source | |
| 123 | 22.557 | gong-universal-mcp-servermcp · back-end | Enables integration with Gong's sales platform through MCP, providing access to tools and services for sales engagement tracking and analytics. | 1 star | No one-command install · Source | |
| 124 | 22.557 | retell-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Retell's tools and services through a unified API. | 1 star | No one-command install · Source | |
| 125 | 22.557 | switcher-mcp-servermcp · back-end | Enables discovery and control of Switcher KIS devices locally via MCP, including turning on/off and retrieving device state without cloud dependency. | 1 star | No one-command install · Source | |
| 126 | 22.557 | hashnode-universal-mcp-servermcp · back-end | Enables interaction with Hashnode's tools and services through a unified API using the Model Context Protocol. | 1 star | No one-command install · Source | |
| 127 | 22.557 | pulsar-mcp-servermcp · back-end | Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector… | 1 star | No one-command install · Source | |
| 128 | 22.557 | ontolocy-mcp-servermcp · back-end | Augments an LLM with Ontolocy cyber graph capabilities, enabling natural language queries against a Neo4j graph database populated with MITRE ATT\&CK… | 1 star | No one-command install · Source | |
| 129 | 22.557 | inksnow-mcp-proxymcp · back-end | Proxies MCP requests from Cursor IDE to a custom HTTP server, enabling custom tool integrations. | 1 star | No one-command install · Source | |
| 130 | 22.557 | mcp-server-srosmcp · back-end | Provides tools to view operational state and change configuration of Nokia SR OS devices using pySROS SDK and FastMCP. | 1 star | No one-command install · Source | |
| 131 | 22.557 | tca-mcp-servermcp · back-end | Enables starting code analysis and obtaining code analysis reports via the MCP protocol, integrating with Tencent Cloud Code Analysis (TCA). | 1 star | No one-command install · Source | |
| 132 | 22.557 | personal-assistant-mcp-servermcp · back-end | Enables users to manage tasks with priorities, perform calculations with history, generate secure passwords, and analyze text, all through MCP tools… | 1 star | No one-command install · Source | |
| 133 | 22.557 | formula-1-mcp-servermcp · back-end | Provides easy access to Formula 1 data including championship standings, event info, season calendars, track visualizations, session results, and… | 1 star | No one-command install · Source | |
| 134 | 22.557 | mcp-auth-examplemcp · back-end | Demonstrates a FastMCP server with Bearer token authentication via Nginx and fine-grained authorization via Envoy and OPA. | 1 star | No one-command install · Source | |
| 135 | 22.557 | food-nutrition-intelligence-mcp-servermcp · back-end | Provides tools for nutrition data retrieval, meal planning, and dietary analysis using USDA and Edamam APIs, enabling AI-driven dietary insights. | 1 star | No one-command install · Source | |
| 136 | 22.557 | highpolar-softwares-django-firebasemcp · back-end | Integrates Django applications with Firebase services, providing tools for user authentication, Firestore database operations, and Cloud Storage file… | 1 star | No one-command install · Source | |
| 137 | 22.557 | fred-api-mcp-servermcp · back-end | Enables searching and retrieving economic data from the Federal Reserve Economic Data (FRED) API, including time series, categories, releases, and… | 1 star | No one-command install · Source | |
| 138 | 22.557 | zenhub-mcpmcp · back-end | Provides full access to the ZenHub GraphQL API. Enables project management operations like creating issues, epics, workspaces, and sprints through… | 1 star | No one-command install · Source | |
| 139 | 22.557 | mcp-spectralmcp · back-end | An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs to validate and fix API definitions. | 1 star | No one-command install · Source | |
| 140 | 22.557 | lucky-dersan-geminimcp · back-end | Integrates with Google Gemini AI through Google's OpenAI-compatible API endpoint, providing streaming and non-streaming responses with configurable… | 1 star | No one-command install · Source | |
| 141 | 22.557 | ibm-cloud-docs-mcp-servermcp · back-end | Enables AI clients to search and retrieve IBM Cloud documentation, converting pages to clean Markdown. | 1 star | No one-command install · Source | |
| 142 | 22.557 | food-travel-mcp-servermcp · back-end | An MCP server that integrates with Google Places API to enable AI clients to search for restaurants and get food recommendations based on location and… | 1 star | No one-command install · Source | |
| 143 | 22.557 | fingerprint-mcp-serversmcp · back-end | Provides MCP servers for AI assistants to interact with Fingerprint's Server API for visitor identification events and Management API for workspace… | 1 star | No one-command install · Source | |
| 144 | 22.557 | localfiles-mcp-servermcp · back-end | Provides secure access to local files from specified directories. Enables listing files, reading contents, and configurable file size and extension… | 1 star | No one-command install · Source | |
| 145 | 22.557 | cosyvoice-mcp-servermcp · back-end | Text-to-speech synthesis server with multiple AI character voices, supporting streaming playback and Claude Desktop integration. | 1 star | No one-command install · Source | |
| 146 | 22.557 | bricks-usemcp · back-end | MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration. | 1 star | No one-command install · Source | |
| 147 | 22.557 | mcp-playwright-testmcp · back-end | An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with… | 1 star | No one-command install · Source | |
| 148 | 22.557 | nextbillion-ai-mcp-servermcp · back-end | Provides geolocation, routing, and navigation tools including geocoding, place search, distance matrix, and turn-by-turn directions via NextBillion.ai… | 1 star | No one-command install · Source | |
| 149 | 22.557 | rspace-mcp-servermcp · back-end | Exposes RSpace API endpoints to LLM agents using the Model Context Protocol. | 1 star | No one-command install · Source | |
| 150 | 22.557 | nautobotmcp · back-end | Integrates with Nautobot's REST API to provide IP address management and network data retrieval with tools for searching addresses, prefixes, and… | 1 star | No one-command install · Source | |
| 151 | 22.557 | js-development-mcp-servermcp · back-end | A Model Context Protocol server for JavaScript/TypeScript development, providing tools to run scripts, tests, builds, and dependency management with… | 1 star | No one-command install · Source | |
| 152 | 22.557 | kirha-ai-crypto-gatewaymcp · back-end | Gateway server that routes cryptocurrency queries to Kirha AI's specialized analysis system with automated summarization and configurable… | 1 star | No one-command install · Source | |
| 153 | 22.557 | gemini-code-review-mcpmcp · back-end | AI-powered code review server that analyzes git diffs and PRs with context from project guidelines and task lists. Supports integration with Claude… | 1 star | No one-command install · Source | |
| 154 | 22.557 | galaxymcp-servermcp · back-end | A Model Context Protocol server for AI persona management with JIRA integration, enabling personality switching and ticket operations. | 1 star | No one-command install · Source | |
| 155 | 22.557 | hledger-mcpmcp · back-end | MCP server for hledger that provides tools for financial reports, transaction management, and account management. | 1 star | No one-command install · Source | |
| 156 | 22.557 | iiif-mcp-servermcp · back-end | MCP server for IIIF integration, enabling image fetching, manifest exploration, annotation search, and authentication support for cultural heritage… | 1 star | No one-command install · Source | |
| 157 | 22.557 | mkp-mcp-servermcp · back-end | Enables AI systems like Claude to activate advanced reasoning patterns, domain expertise, and contextual analysis capabilities through Meta-Knowledge… | 1 star | No one-command install · Source | |
| 158 | 22.557 | mcp-fastapi-servermcp · back-end | Enables routing of AI model requests for code generation and debugging with API key authentication and rate limiting. | 1 star | No one-command install · Source | |
| 159 | 22.557 | oura-mcp-server-2mcp · back-end | Integrates Oura Ring health data with Claude Desktop, providing resources, tools, and advanced analytics for sleep, activity, readiness, and health… | 1 star | No one-command install · Source | |
| 160 | 22.557 | ibrahim-sajib-calendarmcp · back-end | Integrates with Google Calendar API to retrieve events by date alongside basic utility tools for arithmetic and greeting generation. | 1 star | No one-command install · Source | |
| 161 | 22.557 | redshift-mcp-servermcp · back-end | Enables connecting to Amazon Redshift and executing SQL queries with read-only safety checks. | 1 star | No one-command install · Source | |
| 162 | 22.557 | vmcpmcp · back-end | A unified gateway for Model Context Protocol servers, enabling access to multiple scientific computing tools through a single interface. | 1 star | No one-command install · Source | |
| 163 | 22.557 | textql-mcp-servermcp · back-end | Translates natural language to SQL/GraphQL queries and executes them, enabling AI agents to interact with databases through the Model Context… | 1 star | No one-command install · Source | |
| 164 | 22.557 | consistent-docxmcp · back-end | Converts documents between DOCX and Markdown formats using local mammoth library for extraction and external API for styled document generation with… | 1 star | No one-command install · Source | |
| 165 | 22.557 | file-search-toolmcp · back-end | An MCP server that enables file system search and inspection, including directory listing, regex-based file name and content searches, and reading… | 1 star | No one-command install · Source | |
| 166 | 22.557 | kanbanx-mcp-servermcp · back-end | Enables users to manage a personal Kanban board with tasks, subtasks, notes, and code clips using natural language via the Model Context Protocol. | 1 star | No one-command install · Source | |
| 167 | 22.557 | alex-s-zendesk-mcp-servermcp · back-end | Enables interaction with Zendesk to manage tickets, retrieve ticket fields, comments, and priority based on SLA, as well as get unsolved tickets by… | 1 star | No one-command install · Source | |
| 168 | 22.557 | iracing-mcp-servermcp · back-end | Enables AI assistants to access real-time iRacing telemetry, race information, camera control, pit operations, and replay features through the MCP… | 1 star | No one-command install · Source | |
| 169 | 22.557 | mcp-intigriti-servermcp · back-end | Enables security researchers to interact with Intigriti's bug bounty platform through Claude Desktop, providing access to programs, scope, activities… | 1 star | No one-command install · Source | |
| 170 | 22.557 | mcp-worker-tsmcp · back-end | Implements a distributed AI worker pattern over MCP, enabling clients to register as workers, poll for tasks, process prompts with AI, and submit… | 1 star | No one-command install · Source | |
| 171 | 22.557 | mcp-elicitationsmcp · back-end | A demonstration MCP server that shows how to use elicitations to ask users for preferences during a video search tool execution. | 1 star | No one-command install · Source | |
| 172 | 22.557 | smart-cities-mcp-servermcp · back-end | Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and… | 1 star | No one-command install · Source | |
| 173 | 22.557 | richarda23-edinburgh-festivalmcp · back-end | Integrates with the Edinburgh Festival API to provide searchable access to festival events and venue data with filtering by date, genre, venue… | 1 star | No one-command install · Source | |
| 174 | 22.557 | alexandrukovacs-sticky-notesmcp · back-end | File-based sticky notes server that provides tools for adding, clearing, and reading notes with resource access to the most recent note and prompt… | 1 star | No one-command install · Source | |
| 175 | 22.557 | mcp-demo-projectmcp · back-end | A collection of MCP servers demonstrating math operations, weather data, and LangGraph workflows. | 1 star | No one-command install · Source | |
| 176 | 22.557 | ccfolia-mcp-workersmcp · back-end | A Cloudflare Workers MCP server for the TRPG online session tool ccfolia, enabling character generation, NPC batch generation, session analysis… | 1 star | No one-command install · Source | |
| 177 | 22.557 | screenshot-mcp-servermcp · back-end | A modern Model Context Protocol (MCP) Server for Windows Screenshots built with .NET 10. It simulates Print Screen functionality and enables AI… | 1 star | No one-command install · Source | |
| 178 | 22.557 | hkilimci-ezanvaktimcp · back-end | Integrates with Turkey's official EzanVakti API to provide accurate Islamic prayer times across multiple countries with hierarchical location browsing… | 1 star | No one-command install · Source | |
| 179 | 22.557 | linux-shell-command-executor-mcpmcp · back-end | Enables AI models to safely execute pre-defined Linux shell commands with a whitelist mechanism, restricting execution to allowed commands only. | 1 star | No one-command install · Source | |
| 180 | 22.557 | uber-apk-signer-mcp-servermcp · back-end | An MCP server that enables signing, verifying, and managing APK files and keystores through a chat interface using the Uber APK Signer tool. | 1 star | No one-command install · Source | |
| 181 | 22.557 | autogen-documentation-mcp-servermcp · back-end | Enables AI assistants to search and retrieve Microsoft AutoGen documentation across versions with smart search and fallback. | 1 star | No one-command install · Source | |
| 182 | 22.557 | chrome-feedbackmcp · back-end | MCP server for interactive feedback collection via Chrome extension, enabling users to submit text, images, and page elements. | 1 star | No one-command install · Source | |
| 183 | 22.557 | whatsapp-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with WhatsApp's tools and services through a unified API. | 1 star | No one-command install · Source | |
| 184 | 22.557 | serpapi-universal-mcp-servermcp · back-end | Provides a standardized interface to interact with Serpapi's search engine results API, enabling users to perform web searches and retrieve structured… | 1 star | No one-command install · Source | |
| 185 | 22.557 | http-client-mcpmcp · back-end | An MCP server that provides HTTP client capabilities with support for full HTTP methods, custom headers, query parameters, request bodies, and… | 1 star | No one-command install · Source | |
| 186 | 22.557 | libvirt-mcp-servermcp · back-end | Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol. | 1 star | No one-command install · Source | |
| 187 | 22.557 | ghana-post-gps-mcp-servermcp · back-end | Converts Ghana Post GPS addresses into detailed location information including coordinates. | 1 star | No one-command install · Source | |
| 188 | 22.557 | baseline-mcp-servermcp · back-end | An MCP server that queries the baseline status of web platform features using data from webstatus.dev. It provides tools to get feature baseline… | 1 star | No one-command install · Source | |
| 189 | 22.557 | gleif-mcp-servermcp · back-end | A Model Context Protocol server that provides access to the GLEIF REST API for querying legal entity information, LEI records, issuer details, and… | 1 star | No one-command install · Source | |
| 190 | 22.557 | mcpdeepresearchmcp · back-end | An MCP server that enables academic research by searching Google Scholar, fetching paper content, and converting web pages to clean Markdown. | 1 star | No one-command install · Source | |
| 191 | 22.557 | comprehensive-earthquake-monitoring-mcp-servermcp · back-end | Integrates multiple earthquake data sources (IRIS, USGS, GNSS) for comprehensive seismic monitoring, analysis, and risk assessment via natural… | 1 star | No one-command install · Source | |
| 192 | 22.557 | mi-kmaq-dictionary-mcp-servermcp · back-end | Enables bidirectional lookup of Mi'kmaq and English words with definitions and examples, and provides tools for learning and dictionary statistics… | 1 star | No one-command install · Source | |
| 193 | 22.557 | vepmcpmcp · back-end | Enables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries. | 1 star | No one-command install · Source | |
| 194 | 22.557 | broker-buddy-mcp-servermcp · back-end | FastMCP server exposing brokerage and market tools (Angel One, Coinbase, News) via the Model Context Protocol, enabling portfolio queries and trade… | 1 star | No one-command install · Source | |
| 195 | 22.557 | onceagainarise-weather-forecastermcp · back-end | Integrates with the National Weather Service API to provide real-time weather alerts by US state code with both command-line and web interface options… | 1 star | No one-command install · Source | |
| 196 | 22.557 | almogqwinz-amadeusmcp · back-end | Integrates with Amadeus travel API to search flight offers with comprehensive filtering by airports, dates, passengers, travel class, airlines, and… | 1 star | No one-command install · Source | |
| 197 | 22.557 | versionator-mcpmcp · back-end | An MCP server that queries 19 package registries (npm, PyPI, crates.io, etc.) to retrieve the latest version of packages and their metadata. | 1 star | No one-command install · Source | |
| 198 | 22.557 | kubernetes-mcp-servermcp · back-end | Enables secure Kubernetes operations with configurable security modes, supporting core Kubernetes resources, Istio service mesh, and Helm chart… | 1 star | No one-command install · Source | |
| 199 | 22.557 | mcp-greeting-servermcp · back-end | Provides time-aware greetings in multiple languages and timezones, with personalization support. | 1 star | No one-command install · Source | |
| 200 | 22.557 | hubspot-universal-mcp-servermcp · back-end | Enables interacting with Hubspot tools and services through a unified API and the Model Context Protocol. | 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.