Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4201 | 35.544 | claude-talk-to-figma-mcpmcp · back-end | MCP server that enables AI agents to read, analyze, and modify Figma designs, including comment management via Figma's REST API. Works with any Figma… | 2 forks | No one-command install · Source | |
| 4202 | 35.544 | pagar-memcp · back-end | MCP server for Stone's payment gateway, enabling AI agents to manage orders, charges, customers, subscriptions, and more via the Pagar.me API. | 2 forks | No one-command install · Source | |
| 4203 | 35.544 | inforcer-mcp-servermcp · back-end | An MCP server providing AI assistants read-only access to Inforcer Microsoft 365 governance data, including tenants, baselines, policies, and audit… | 2 forks | No one-command install · Source | |
| 4204 | 35.544 | obd-mcp-servermcp · back-end | A local-first, read-only MCP server for vehicle diagnostics that exposes structured OBD-II tools for reading PIDs, DTCs, and ECU snapshots without raw… | 2 forks | No one-command install · Source | |
| 4205 | 35.544 | rapiercraft-alterlabmcp · back-end | Web scraping server that extracts structured data and screenshots from any site with anti-bot bypass. | 2 forks | No one-command install · Source | |
| 4206 | 35.544 | alterlab-mcp-servermcp · back-end | Enables web scraping, structured data extraction, and screenshot capture with automatic anti-bot bypass, supporting JavaScript rendering, proxy… | 2 forks | No one-command install · Source | |
| 4207 | 35.544 | immybot-mcpmcp · back-end | An MCP server for ImmyBot IT automation platform, enabling management of computers, deployments, software, and maintenance sessions through ImmyBot's… | 2 forks | No one-command install · Source | |
| 4208 | 35.646 | uk-legalmcp · back-end | A Model Context Protocol server for UK legal research. Connects AI assistants to case law, legislation, parliamentary debates, bills, votes… | 2,070 installs | No commit datelisted | No one-command install · Source |
| 4209 | 37.551 | sic-codesmcp · back-end | Free UK SIC code lookup, GICS/ICB cross-classification mapping, and Companies House company search. No API key required. lookup_sic_code - Look up any… | 2,200 installs | No commit datelisted | No one-command install · Source |
| 4210 | 38.037 | topherbc-python-runmcp · back-end | Provides a RESTful API for remote execution of Python code snippets. | 2 stars · 1 fork | No one-command install · Source | |
| 4211 | 38.037 | siddhant-k-code-devtomcp · back-end | Integrates with Dev.to's API, enabling article publishing, content retrieval, and user interactions on the platform. | 2 stars · 1 fork | No one-command install · Source | |
| 4212 | 38.037 | wllcnm-dingdingmcp · back-end | Provides integration with the DingTalk API, enabling easy deployment and scaling of services like chatbots and data processing pipelines. | 2 stars · 1 fork | No one-command install · Source | |
| 4213 | 38.037 | rgarcia-stdio-to-ssemcp · back-end | Transforms stdio-based MCP servers into websocket-accessible servers, enabling network-based communication and simplified client development. | 2 stars · 1 fork | No one-command install · Source | |
| 4214 | 38.037 | esh2n-nexus-data-processormcp · back-end | Integrates data processing libraries and external services to facilitate complex data operations, transformations, and API interactions across… | 2 stars · 1 fork | No one-command install · Source | |
| 4215 | 38.037 | newaitees-task-managementmcp · back-end | Enables dynamic task creation, tracking, and organization across multiple agents and projects using FastAPI and LangChain, with robust JSON-based task… | 2 stars · 1 fork | No one-command install · Source | |
| 4216 | 38.037 | cpropster-linearmcp · back-end | Integrates with Linear's project management platform, enabling AI-assisted workflows for team, issue, project, and cycle management through API… | 2 stars · 1 fork | No one-command install · Source | |
| 4217 | 38.037 | zkytech-openapi-documentationmcp · back-end | Transforms OpenAPI specifications into dynamic tools for interacting with external services, handling authentication, validation, and request routing… | 2 stars · 1 fork | No one-command install · Source | |
| 4218 | 38.037 | toolbase-uploadthingmcp · back-end | Enables AI assistants to upload files to UploadThing's cloud storage from local paths or URLs via a Node.js bridge requiring token authentication. | 2 stars · 1 fork | No one-command install · Source | |
| 4219 | 38.037 | heyzgj-coinmarketcap-fear-greed-indexmcp · back-end | Integrates with CoinMarketCap API to provide real-time cryptocurrency data, market metrics, and Fear & Greed Index through TypeScript tools with smart… | 2 stars · 1 fork | No one-command install · Source | |
| 4220 | 38.037 | ad-veritas-graphql-policiesmcp · back-end | Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance. | 2 stars · 1 fork | No one-command install · Source | |
| 4221 | 38.037 | marcoeg-ntopngmcp · back-end | Integrates with ntopng systems to provide direct access to network monitoring data through ClickHouse database queries and REST API endpoints for… | 2 stars · 1 fork | No one-command install · Source | |
| 4222 | 38.037 | triptych-opera-omniamcp · back-end | Provides access to a rich collection of creative content datasets for games, storytelling, and applications, enabling quick retrieval of character… | 2 stars · 1 fork | No one-command install · Source | |
| 4223 | 38.037 | djkz-bruno-apimcp · back-end | Bridges AI systems with Bruno API collections, enabling direct execution of HTTP requests defined in .bru format with automatic environment variable… | 2 stars · 1 fork | No one-command install · Source | |
| 4224 | 38.037 | securfi-rapidapimcp · back-end | Accesse thousands of APIs on the RapidAPI Hub. | 2 stars · 1 fork | No one-command install · Source | |
| 4225 | 38.037 | korea-tourismmcp · back-end | Provides access to Korean tourism information through the TOUR API, enabling area code lookup, regional searches, and detailed content about… | 2 stars · 1 fork | No one-command install · Source | |
| 4226 | 38.037 | mohit-novo-lithicmcp · back-end | Provides read-only access to Lithic's banking and card services API for fetching resources like cards, accounts, and transactions with robust error… | 2 stars · 1 fork | No one-command install · Source | |
| 4227 | 38.037 | iamjzx-dida365mcp · back-end | Integrates with Dida365 (TickTick) task management API to create, update, retrieve, and delete tasks and projects after user authorization. | 2 stars · 1 fork | No one-command install · Source | |
| 4228 | 38.037 | osv-databasemcp · back-end | Integrates with the OSV Database API to query for security vulnerabilities in software packages, retrieve CVE information, and identify affected and… | 2 stars · 1 fork | No one-command install · Source | |
| 4229 | 38.037 | git-repository-browsermcp · back-end | Enables Git repository exploration and analysis through a Node.js server that executes commands for cloning repositories, browsing directories… | 2 stars · 1 fork | No one-command install · Source | |
| 4230 | 38.037 | ksysoev-smcp-proxy-oidcmcp · back-end | Secure reverse proxy for MCP servers that adds OIDC authentication and authorization, supporting multiple backend configurations with path-based… | 2 stars · 1 fork | No one-command install · Source | |
| 4231 | 38.037 | didacusdev-one-piece-geolocationmcp · back-end | Multi-server collection providing One Piece anime/manga information and geolocation services through a configurable architecture that allows users to… | 2 stars · 1 fork | No one-command install · Source | |
| 4232 | 38.037 | ticketmaster-eventsmcp · back-end | Connects to Ticketmaster's Discover API to find upcoming events by artist, venue, location, or genre with ticket availability information, enabling… | 2 stars · 1 fork | No one-command install · Source | |
| 4233 | 38.037 | vilasone455-sshmcp · back-end | Enables secure remote command execution across Linux and Windows systems through SSH connections with configurable authentication methods, safety… | 2 stars · 1 fork | No one-command install · Source | |
| 4234 | 38.037 | xctools-mcp-servermcp · back-end | Provides structured access to Xcode development tools including xcrun, xcodebuild, and xctrace for building, testing, and analyzing projects. | 2 stars · 1 fork | No one-command install · Source | |
| 4235 | 38.037 | kukapay-dexscreener-liquidity-poolsmcp · back-end | Integrates with DexScreener API to track and analyze DEX liquidity pools across blockchain networks, providing real-time pool data including prices… | 2 stars · 1 fork | No one-command install · Source | |
| 4236 | 38.037 | tmuxcontrollib-mcp-servermcp · back-end | Enables Claude to control tmux sessions, manage windows and panes, and search/extract text from terminal output. | 2 stars · 1 fork | No one-command install · Source | |
| 4237 | 38.037 | braze-universal-mcp-servermcp · back-end | Enables interaction with Braze customer engagement platform through a standardized MCP interface, providing access to Braze tools and services via a… | 2 stars · 1 fork | No one-command install · Source | |
| 4238 | 38.037 | mcp-server-deepseekmcp · back-end | A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's reasoning capabilities, allowing non-reasoning models to generate better… | 2 stars · 1 fork | No one-command install · Source | |
| 4239 | 38.037 | veritiknik-random-number-generatormcp · back-end | Provides cryptographically secure random number generation with seven specialized tools for integers, floats, bytes, UUIDs, strings, random choices… | 2 stars · 1 fork | No one-command install · Source | |
| 4240 | 38.037 | rewatchmcp · back-end | Manages long-running development processes like Next.js and Convex servers with tools for starting, stopping, restarting, and monitoring processes… | 2 stars · 1 fork | No one-command install · Source | |
| 4241 | 38.037 | 42-mcp-servermcp · back-end | Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents to access user information, projects, and campus data. | 2 stars · 1 fork | No one-command install · Source | |
| 4242 | 38.037 | stamp-itmcp · back-end | An MCP server that adds full-screen text or image watermarks to images with intelligent color adaptation and multi-language support. | 2 stars · 1 fork | No one-command install · Source | |
| 4243 | 38.037 | rakeshdavid-tavusmcp · back-end | Integrates with Tavus API to enable video generation from text or audio, replica creation and training, conversational video interfaces, lipsync… | 2 stars · 1 fork | No one-command install · Source | |
| 4244 | 38.037 | restaurant-finder-preference-elicitationmcp · back-end | Demonstrates preference elicitation techniques for restaurant recommendations by learning user preferences through strategic questioning and feedback… | 2 stars · 1 fork | No one-command install · Source | |
| 4245 | 38.037 | spark-customer-agent-mcp-servermcp · back-end | Enables natural language shopping through Walmart's backend API, supporting product discovery, cart management, coupon handling, and order history. | 2 stars · 1 fork | No one-command install · Source | |
| 4246 | 38.037 | data-file-analysis-mcp-servermcp · back-end | Enables analysis of CSV and Parquet files by providing summaries of row and column counts. Includes sample data and tools for easy integration. | 2 stars · 1 fork | No one-command install · Source | |
| 4247 | 38.037 | hong-kong-government-data-mcp-servermcp · back-end | MCP server that provides access to Hong Kong government city data, including ambulance service indicators, via a FastMCP interface. | 2 stars · 1 fork | No one-command install · Source | |
| 4248 | 38.037 | wp-mcpmcp · back-end | Connects WordPress sites to AI agents, enabling content management through natural language commands via the WordPress REST API. | 2 stars · 1 fork | No one-command install · Source | |
| 4249 | 38.037 | template-nodejs-mcp-servermcp · back-end | A Node.js template for building stateful MCP servers with streamable HTTP transport, featuring modular tools and resources for easy extension and… | 2 stars · 1 fork | No one-command install · Source | |
| 4250 | 38.037 | creating-cat-gemini-imagemcp · back-end | Integrates with Google's Gemini API to generate images with built-in Sharp-based resizing, format conversion, and imagemin optimization for… | 2 stars · 1 fork | No one-command install · Source | |
| 4251 | 38.037 | zoho-mail-mcp-servermcp · back-end | Enables AI assistants to manage Zoho Mail accounts, including sending/receiving emails, folder and label management, organization administration, and… | 2 stars · 1 fork | No one-command install · Source | |
| 4252 | 38.037 | simplybook-mcpmcp · back-end | Enables natural language interaction with SimplyBook.me API to manage bookings, services, and performers through MCP. | 2 stars · 1 fork | No one-command install · Source | |
| 4253 | 38.037 | samuelrizzo-jiramcp · back-end | Integrates with Atlassian Jira to enable listing projects, retrieving issue details, searching by project and assignee, and checking user assignments… | 2 stars · 1 fork | No one-command install · Source | |
| 4254 | 38.037 | okx-dex-mcp-servermcp · back-end | Enables gasless token swaps across multiple chains using OKX DEX aggregation and Biconomy MEE, allowing users to execute swaps via natural language… | 2 stars · 1 fork | No one-command install · Source | |
| 4255 | 38.037 | mcp-hkomcp · back-end | Provides access to Hong Kong Observatory weather data APIs, enabling retrieval of forecasts, earthquake info, tide data, and more via natural… | 2 stars · 1 fork | No one-command install · Source | |
| 4256 | 38.037 | louiscklaw-hko-mcpmcp · back-end | MCP server with basic demonstration of getting weather from Hong Kong Observatory | 2 stars · 1 fork | No one-command install · Source | |
| 4257 | 38.037 | mcp-google-drivemcp · back-end | MCP server for Google Drive integration with file management, search, sharing, and full CRUD operations. | 2 stars · 1 fork | No one-command install · Source | |
| 4258 | 38.037 | the-events-calendar-mcp-servermcp · back-end | Enables AI assistants to manage events, venues, organizers, and tickets on WordPress sites via CRUD operations. | 2 stars · 1 fork | No one-command install · Source | |
| 4259 | 38.037 | aigroup-video-mcpmcp · back-end | A MCP server for video multimodal understanding based on Alibaba Cloud DashScope, enabling video content analysis, summarization, scene recognition… | 2 stars · 1 fork | No one-command install · Source | |
| 4260 | 38.037 | outlookmaster-mcpmcp · back-end | A comprehensive MCP server for Microsoft Outlook email management, enabling mail operations, smart search, statistical analysis, and more via natural… | 2 stars · 1 fork | No one-command install · Source | |
| 4261 | 38.037 | webcrawlerapi-mcp-servermcp · back-end | Integrates WebcrawlerAPI's web scraping and crawling capabilities into MCP-compatible applications like Claude Code, allowing content extraction from… | 2 stars · 1 fork | No one-command install · Source | |
| 4262 | 38.037 | cheerlightsmcp · back-end | Connects Claude to the CheerLights IoT ecosystem, enabling retrieval of current colors and history from the global light synchronization project… | 2 stars · 1 fork | No one-command install · Source | |
| 4263 | 38.037 | pdf-memo-mcp-servermcp · back-end | Enables safe interaction with PDFs, including listing files, extracting highlights with exact text, reading annotations and page text, and viewing… | 2 stars · 1 fork | No one-command install · Source | |
| 4264 | 38.037 | mcp-it-help-deskmcp · back-end | AI-powered IT support server that understands issues in Turkish and English, suggests fixes, and routes to the right experts via Django DB. | 2 stars · 1 fork | No one-command install · Source | |
| 4265 | 38.037 | bim-portal-mcp-servermcp · back-end | A comprehensive MCP server implemented in TypeScript that provides access to the German BIM Portal REST API, enabling querying of organizations… | 2 stars · 1 fork | No one-command install · Source | |
| 4266 | 38.037 | semantic-model-mcp-servermcp · back-end | MCP server for connecting to Microsoft Fabric and Power BI semantic models, enabling workspace browsing, dataset management, TMSL retrieval, DAX… | 2 stars · 1 fork | No one-command install · Source | |
| 4267 | 38.037 | gdelt-mcp-servermcp · back-end | Provides access to the GDELT DOC 2.0 API for searching global news articles and images across 65 languages with customizable timespans and query… | 2 stars · 1 fork | No one-command install · Source | |
| 4268 | 38.037 | sui-graphql-mcp-servermcp · back-end | Query the Sui blockchain directly from Claude using GraphQL. | 2 stars · 1 fork | No one-command install · Source | |
| 4269 | 38.037 | dag-mcp-servermcp · back-end | Provides intelligent, version-aware access to npm library documentation. Supports semantic search, API validation, and version comparison to assist… | 2 stars · 1 fork | No one-command install · Source | |
| 4270 | 38.037 | mcp-project-management-servermcp · back-end | Enables AI assistants to manage project analysis, code metrics, documentation, Git operations, code quality, and file organization through natural… | 2 stars · 1 fork | No one-command install · Source | |
| 4271 | 38.037 | seanivore-bing-searches-analysismcp · back-end | Integrates with Bing Search API to collect, parse, and analyze search data. | 2 stars · 1 fork | No one-command install · Source | |
| 4272 | 38.037 | expense-mcp-servermcp · back-end | Enables AI assistants to track and manage expenses, including adding, viewing, and summarizing expenses by category, date, or amount, with persistent… | 2 stars · 1 fork | No one-command install · Source | |
| 4273 | 38.037 | fast-bitrix24-mcpmcp · back-end | MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on deals, contacts, companies, users, leads, and tasks, plus analytics and… | 2 stars · 1 fork | No one-command install · Source | |
| 4274 | 38.037 | uuidmcp · back-end | Generates random UUID v4 strings on demand through a lightweight FastMCP server implementation. | 2 stars · 1 fork | No one-command install · Source | |
| 4275 | 38.037 | mcp-uuidmcp · back-end | A Model Context Protocol server that generates random UUIDs (v4) for MCP-compatible clients like Claude Desktop. | 2 stars · 1 fork | No one-command install · Source | |
| 4276 | 38.037 | neosun100-fabric-dockermcp · back-end | Containerized Fabric deployment with MCP server, REST API, and web UI for executing crowdsourced AI prompt patterns across multiple providers. | 2 stars · 1 fork | No one-command install · Source | |
| 4277 | 38.037 | mcp-advbox-servermcp · back-end | Enables AI agents to interact with the Advbox legal management system, supporting operations on clients, lawsuits, tasks, and financial transactions. | 2 stars · 1 fork | No one-command install · Source | |
| 4278 | 38.037 | tuba-workflow-mcp-servermcp · back-end | This MCP server bridges to the Tuba.ai platform, enabling programmatic control of AI vision workflows through callable tools such as running… | 2 stars · 1 fork | No one-command install · Source | |
| 4279 | 38.037 | grep-juub-dmcpmcp · back-end | Semantic tool discovery system using vector search to dynamically expose relevant tools from multiple MCP servers. | 2 stars · 1 fork | No one-command install · Source | |
| 4280 | 38.037 | mcp-deadmansnitchmcp · back-end | An MCP server for Dead Man's Snitch that enables AI assistants to manage monitoring snitches, including creating, updating, checking in, and pausing… | 2 stars · 1 fork | No one-command install · Source | |
| 4281 | 38.037 | oncrawl-mcp-servermcp · back-end | MCP server that exposes OnCrawl's API for use with Claude Code and Claude Desktop. Enables Claude to perform deep technical SEO analysis by querying… | 2 stars · 1 fork | No one-command install · Source | |
| 4282 | 38.037 | sandy1279-mem0-long-term-memorymcp · back-end | Integrates with Mem0 AI's backend to provide persistent memory storage across conversations with episodic, semantic, and procedural memory types… | 2 stars · 1 fork | No one-command install · Source | |
| 4283 | 38.037 | dock-aimcp · back-end | Discover MCP endpoints for real-world entities by resolving business domains. | 2 stars · 1 fork | No one-command install · Source | |
| 4284 | 38.037 | gopher-lab-twitter-searchmcp · back-end | Integrates with Twitter through the Gopher AI API to search and retrieve relevant posts with metadata and relevance scores using natural language… | 2 stars · 1 fork | No one-command install · Source | |
| 4285 | 38.037 | tubepilotmcp · back-end | Enables AI assistants to fetch and analyze YouTube data, including video info, transcripts, channel analysis, and comparisons, with both free and… | 2 stars · 1 fork | No one-command install · Source | |
| 4286 | 38.037 | lexiang-mcp-servermcp · back-end | Enables AI assistants to interact with Tencent Lexiang enterprise knowledge base for searching, reading, creating, and editing documents, managing… | 2 stars · 1 fork | No one-command install · Source | |
| 4287 | 38.037 | mc-source-mcp-servermcp · back-end | Enables exploration and decompilation of Minecraft source code, allowing users to list versions, search classes, and decompile .class files… | 2 stars · 1 fork | No one-command install · Source | |
| 4288 | 38.037 | termau-sshmcp · back-end | Provides SSH connectivity and remote server management with command execution, file operations, directory listing, and SFTP transfers across manual… | 2 stars · 1 fork | No one-command install · Source | |
| 4289 | 38.037 | adiking117-orthanc-dicommcp · back-end | Access Orthanc DICOM servers for querying patients, studies, series, and instances with PDF text extraction. | 2 stars · 1 fork | No one-command install · Source | |
| 4290 | 38.037 | postiz-mcpmcp · back-end | MCP server for managing social media posts across multiple platforms using the Postiz API. Supports creating, updating, deleting posts, and generating… | 2 stars · 1 fork | No one-command install · Source | |
| 4291 | 38.037 | openlibrary-mcpmcp · back-end | Enables searching for books using the OpenLibrary API; provides a search_books tool for AI assistants to find books by title, author, or keywords. | 2 stars · 1 fork | No one-command install · Source | |
| 4292 | 38.037 | constant-contact-mcp-servermcp · back-end | Provides comprehensive access to the Constant Contact API v3 for email marketing, campaign management, contact management, analytics, and automation… | 2 stars · 1 fork | No one-command install · Source | |
| 4293 | 38.037 | mcp-carrefour-drivemcp · back-end | MCP server for Carrefour Drive that enables AI assistants to search products, manage carts, check delivery slots, and order groceries via automated… | 2 stars · 1 fork | No one-command install · Source | |
| 4294 | 38.037 | mrkhachaturov-yandex-metrikamcp · back-end | Integrates with Yandex Metrika analytics API to provide 31 tools for traffic, content, demographic, geographic, and conversion data analysis. | 2 stars · 1 fork | No one-command install · Source | |
| 4295 | 38.037 | mcp-prtgmcp · back-end | Enables querying sensors, devices, groups, channels, historical data, and system status from a PRTG Network Monitor instance via the classic PRTG HTTP… | 2 stars · 1 fork | No one-command install · Source | |
| 4296 | 38.037 | usaspending-mcp-servermcp · back-end | Interact with USASPENDING.gov to track government spending over time, search by agency, explore spending to communities, and more. | 2 stars · 1 fork | No one-command install · Source | |
| 4297 | 38.037 | ghost-mcpmcp · back-end | An MCP server for interacting with Ghost CMS blogs through AI assistants, supporting both read-only content and full admin operations. | 2 stars · 1 fork | No one-command install · Source | |
| 4298 | 38.037 | tablacognitamcp · back-end | A browser-based Markdown editor that enables AI to co-write documents via MCP tools, with real-time collaboration and no data stored on servers. | 2 stars · 1 fork | No one-command install · Source | |
| 4299 | 38.037 | bazzite-mcpmcp · back-end | MCP server for managing Bazzite Linux hosts, enabling system administration, desktop control, and gaming tasks through natural language. | 2 stars · 1 fork | No one-command install · Source | |
| 4300 | 38.037 | nasoma-africastalking-airtimemcp · back-end | Integrates with Africa’s Talking Airtime API, enabling clients to send airtime top-ups to one or more mobile numbers. | 2 stars · 1 fork | 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.