Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3201 | 29.013 | charmingmcp · back-end | Charming MCP server — generate and host interactive web apps via MCP | 1 star · 1 fork | No one-command install · Source | |
| 3202 | 29.013 | shift-mcp-servermcp · back-end | A lightweight coordination layer for multiple AI agents working on the same codebase, providing check-in and check-out tools via STDIO or Streamable… | 1 star · 1 fork | No one-command install · Source | |
| 3203 | 29.013 | mintpdfmcp · back-end | MCP server that converts HTML or Markdown to PDF and can generate PDFs from URLs, with tools generate_pdf and pdf_from_url. | 1 star · 1 fork | No one-command install · Source | |
| 3204 | 29.013 | d-d-beyond-mcp-servermcp · back-end | A Model Context Protocol server that gives Claude direct access to your D\&D Beyond account for characters, campaigns, sourcebooks, spells, monsters… | 1 star · 1 fork | No one-command install · Source | |
| 3205 | 29.013 | sync-mcp-servermcp · back-end | Enables AI agents to create lipsync videos, manage assets, and check generation status via the Sync API. | 1 star · 1 fork | No one-command install · Source | |
| 3206 | 29.013 | kio-orzeczenia-mcpmcp · back-end | MCP server for Polish public-procurement rulings (KIO / Krajowa Izba Odwoławcza) with verifiable citations. | 1 star · 1 fork | No one-command install · Source | |
| 3207 | 29.013 | substack-draft-mcp-servermcp · back-end | Private MCP server for validating, previewing, creating, and updating Substack newsletter drafts through an MCP-compatible client. | 1 star · 1 fork | No one-command install · Source | |
| 3208 | 29.013 | korean-vocational-learning-map-mcpmcp · back-end | MCP server providing a local learning graph for the Korean vocational high school curriculum (2022 revised), including 8,425 achievement standards… | 1 star · 1 fork | No one-command install · Source | |
| 3209 | 29.013 | eclat-remotionmcp · back-end | Provides public template contracts, examples, and troubleshooting for generating validated local videos from briefs using Remotion templates, without… | 1 star · 1 fork | No one-command install · Source | |
| 3210 | 29.013 | devops-status-mcp-servermcp · back-end | Checks vendor status pages, inspects SSL/TLS certificates, verifies DNS propagation, and provides incident-response playbooks. Includes 7 tools for… | 1 star · 1 fork | No one-command install · Source | |
| 3211 | 29.013 | stackscan-mcp-servermcp · back-end | Enables natural language queries about the technologies behind websites and the companies running them, using the StackScan Tech Lookup API. Includes… | 1 star · 1 fork | No one-command install · Source | |
| 3212 | 29.013 | affinity-mcp-servermcp · back-end | Enables LLMs to read and manage Affinity CRM data including companies, persons, lists, opportunities, pipeline stages, notes, custom field details… | 1 star · 1 fork | No one-command install · Source | |
| 3213 | 29.013 | text-count-mcp-servermcp · back-end | Provides tools for AI models to count characters and words in text, supporting English and other space-delimited languages. | 1 star · 1 fork | No one-command install · Source | |
| 3214 | 29.013 | hellobooks-ai-mcp-servermcp · back-end | AI agents that automate bookkeeping, bank reconciliation, and month-end financial close for SMBs and CA firms. | 1 star · 1 fork | No one-command install · Source | |
| 3215 | 29.013 | termix-mcp-servermcp · back-end | An MCP server that enables managing SSH hosts, tunnels, Docker containers, and monitoring metrics via Termix's REST API. | 1 star · 1 fork | No one-command install · Source | |
| 3216 | 29.013 | warhammer-mcpmcp · back-end | MCP server + Foundry VTT module for WFRP4e that lets AI clients interact with a Foundry world via tools for managing characters, journals, rolltables… | 1 star · 1 fork | No one-command install · Source | |
| 3217 | 29.013 | invoiceninja-mcp-servermcp · back-end | Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude. | 1 star · 1 fork | No one-command install · Source | |
| 3218 | 29.013 | meetergo-mcp-servermcp · back-end | Enables AI agents to manage Meetergo calendars by finding slots, booking, rescheduling, and canceling appointments. | 1 star · 1 fork | No one-command install · Source | |
| 3219 | 29.013 | pirsch-analytics-mcp-servermcp · back-end | Enables natural language analytics queries for Pirsch Analytics, providing comprehensive website traffic statistics, period comparisons, and trend… | 1 star · 1 fork | No one-command install · Source | |
| 3220 | 29.013 | mcp-google-ads-servermcp · back-end | MCP server for Google Ads API with built-in safeguards, MCC support, and 36 tools for campaign management, reporting, and optimization. | 1 star · 1 fork | No one-command install · Source | |
| 3221 | 29.013 | viber-mcpmcp · back-end | MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, Claude Code, or any MCP client | 1 star · 1 fork | No one-command install · Source | |
| 3222 | 29.013 | roxyapi-mcp-servermcp · back-end | Enables Claude to build on RoxyAPI's multi-domain spiritual intelligence API, including astrology, tarot, numerology, and more, through a keyless Docs… | 1 star · 1 fork | No one-command install · Source | |
| 3223 | 29.013 | steveardis-omnifocusmcp · back-end | Full CRUD MCP server for OmniFocus via Omni Automation — tasks, projects, folders, tags, recurrence. | 1 star · 1 fork | No one-command install · Source | |
| 3224 | 29.013 | overseerr-mcp-servermcp · back-end | FastMCP server to interact with the Overseerr API for movie and TV show requests management, enabling users to request media, search, and manage… | 1 star · 1 fork | No one-command install · Source | |
| 3225 | 29.013 | agentservicesmcp · back-end | MCP server providing 50+ crypto, market intelligence, and AI inference endpoints with x402 pay-per-request micropayments on Base. | 1 star · 1 fork | No one-command install · Source | |
| 3226 | 29.013 | arch-deterministicmcp · back-end | Validates system architecture specifications, performs linting, and generates FastAPI or Express applications with OpenAPI specs and Docker configs. | 1 star · 1 fork | No one-command install · Source | |
| 3227 | 29.013 | wearehoust-frontmcp · back-end | Community MCP server for Front, providing access to conversations, contacts, messages, tags, and inbox workflows. | 1 star · 1 fork | No one-command install · Source | |
| 3228 | 29.013 | n8n-mcp-communitymcp · back-end | A security-focused MCP server for self-hosted n8n Community Edition, providing 44 bounded tools to manage workflows, nodes, executions, credentials… | 1 star · 1 fork | No one-command install · Source | |
| 3229 | 29.013 | kaseya-quote-manager-mcp-servermcp · back-end | Read-only MCP server providing AI assistants with access to Kaseya Quote Manager entities including quotes, sales orders, procurement, catalog, and… | 1 star · 1 fork | No one-command install · Source | |
| 3230 | 29.013 | arch-ai-toolsmcp · back-end | Provides 63 production-ready API tools for AI agents, including web scraping, AI generation, crypto data, OCR, image generation, audio transcription… | 1 star · 1 fork | No one-command install · Source | |
| 3231 | 29.013 | imf-mcp-servermcp · back-end | Query IMF SDMX 3.0 macroeconomic data — hundreds of dataflows across 190 countries, including WEO projections, BOP, CPI, exchange rates, and national… | 1 star · 1 fork | No one-command install · Source | |
| 3232 | 29.013 | remoteshell-mcpmcp · back-end | A server that enables LLMs to securely manage and execute commands on remote SSH servers. | 1 star · 1 fork | No one-command install · Source | |
| 3233 | 29.013 | legal-search-mcpmcp · back-end | This MCP server provides Korean legal search tools for finding judgments, statutes, and sentencing statistics, and computing sentencing ranges. | 1 star · 1 fork | No one-command install · Source | |
| 3234 | 29.013 | upwork-mcpmcp · back-end | Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal management, profile tracking, and analytics. | 1 star · 1 fork | No one-command install · Source | |
| 3235 | 29.013 | steam-mcp-2mcp · back-end | MCP server for Valve's Steam that enables querying game libraries, player profiles, achievements, friends, store listings, Workshop items, and current… | 1 star · 1 fork | No one-command install · Source | |
| 3236 | 29.013 | libre-mcpmcp · back-end | MCP server for controlling LibreOffice (Writer and Calc) via the UNO API, enabling document creation, editing, saving, and export from AI clients. | 1 star · 1 fork | No one-command install · Source | |
| 3237 | 29.013 | mimecast-mcpmcp · back-end | MCP server for Mimecast Email Security — message tracking, threat intelligence, and email queue management. Enables AI assistants to investigate and… | 1 star · 1 fork | No one-command install · Source | |
| 3238 | 29.013 | graphics-mcpmcp · back-end | Unified MCP server for graphics manipulation with multiple backends. | 1 star · 1 fork | No one-command install · Source | |
| 3239 | 29.013 | bagosmcp · back-end | MCP server for Bags on Solana. Reads token analytics, creator-fee data and trade quotes; executes swaps and fee claims only behind a token gate, a… | 1 star · 1 fork | No one-command install · Source | |
| 3240 | 29.013 | post-for-me-mcp-servermcp · back-end | Enables AI assistants to interact with the Post For Me API, allowing them to explore endpoints, make test requests, and use documentation to help… | 1 star · 1 fork | No one-command install · Source | |
| 3241 | 29.013 | cookidoo-mcpmcp · back-end | MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping lists, and retrieve account and subscription information. | 1 star · 1 fork | No one-command install · Source | |
| 3242 | 29.013 | tuskr-mcp-servermcp · back-end | Enables interaction with the Tuskr test management API through MCP, supporting account ID and access token authentication for managing test cases… | 1 star · 1 fork | No one-command install · Source | |
| 3243 | 29.013 | srgssr-mcpmcp · back-end | MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio metadata, program guide and Swiss votations/elections since 1900. | 1 star · 1 fork | No one-command install · Source | |
| 3244 | 29.013 | commongrants-grant-seekermcp · back-end | An MCP server that searches grant opportunities across multiple CommonGrants-compliant APIs from a single set of tools. | 1 star · 1 fork | No one-command install · Source | |
| 3245 | 29.013 | tiflux-mcp-servermcp · back-end | MCP server for TiFlux that enables ticket, stage, communication, time tracking, chat, and desk management via natural language. | 1 star · 1 fork | No one-command install · Source | |
| 3246 | 29.013 | lemma-oracle-mcp-servermcp · back-end | Enables AI agents to query cryptographically verified facts with zero-knowledge proofs, selective disclosure, and tamper-evident provenance. | 1 star · 1 fork | No one-command install · Source | |
| 3247 | 29.013 | roslyn-backed-mcp-servermcp · back-end | Local-first MCP server for semantic C# analysis, navigation, validation, and refactoring using Roslyn on real .NET workspaces. | 1 star · 1 fork | No one-command install · Source | |
| 3248 | 29.013 | killbottleneck-mcpmcp · back-end | Goal and process maps for humans and AI agents on your own server: agents create and update nodes, manage tasks and automation rules and read the org… | 1 star · 1 fork | No one-command install · Source | |
| 3249 | 29.013 | global-education-mcpmcp · back-end | Provides AI assistants access to international education data from UNESCO UIS (4,000+ indicators) and OECD Education at a Glance via SDMX, with no API… | 1 star · 1 fork | No one-command install · Source | |
| 3250 | 29.013 | algochains-mcp-servermcp · back-end | Enables AI assistants to interact with a complete trading infrastructure, including live futures bots, real market data, backtesting, and copy-trading… | 1 star · 1 fork | No one-command install · Source | |
| 3251 | 29.013 | flightaware-mcpmcp · back-end | MCP server for FlightAware AeroAPI that enables live flight tracking, airport boards, operator and aircraft lookup, schedule retrieval, and flight… | 1 star · 1 fork | No one-command install · Source | |
| 3252 | 29.013 | mcp-file-serversmcp · back-end | Enables file operations (PDF, Office, images, archives, media) through natural language, with tools for reading, writing, converting, and analyzing… | 1 star · 1 fork | No one-command install · Source | |
| 3253 | 29.013 | rocketchat-mcpmcp · back-end | MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio | 1 star · 1 fork | No one-command install · Source | |
| 3254 | 29.013 | stratum-mcp-servermcp · back-end | Enables AI coding agents to execute formal, stateful workflows with typed contracts, postcondition enforcement, and structured retry logic. | 1 star · 1 fork | No one-command install · Source | |
| 3255 | 29.013 | dayz-agentic-modding-mcpmcp · back-end | MCP server that enables an agent to autonomously build, compile-check, test, and debug DayZ mods, integrating with the running game via a server… | 1 star · 1 fork | No one-command install · Source | |
| 3256 | 29.013 | seerr-mcp-servermcp · back-end | Search Jellyseerr/Overseerr, check availability, and create guarded media requests via MCP. | 1 star · 1 fork | No one-command install · Source | |
| 3257 | 29.013 | expertvagabond-solana-mcp-servermcp · back-end | 25 tools for Solana blockchain — wallet management, SOL/SPL token transfers, SPL token creation and minting, account operations, and network switching… | 1 star · 1 fork | No one-command install · Source | |
| 3258 | 29.013 | gemini-media-mcpmcp · back-end | MCP server for generating images and videos using Google Gemini and VEO models, with support for multiple AI models and credential modes. | 1 star · 1 fork | No one-command install · Source | |
| 3259 | 29.013 | rawtree-mcp-servermcp · back-end | Enables querying, inserting, and managing unstructured data in RawTree via SQL, JSON ingestion, and log inspection through MCP clients like Claude… | 1 star · 1 fork | No one-command install · Source | |
| 3260 | 29.013 | cyanheads-bls-labor-mcp-servermcp · back-end | MCP server for fetching US Bureau of Labor Statistics data including CPI, unemployment, wages, JOLTS, and more. Provides 7 tools for survey discovery… | 1 star · 1 fork | No one-command install · Source | |
| 3261 | 29.013 | mcp-eu-sparqlmcp · back-end | MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (ELI/CELEX) and CJEU case-law (ECLI) with verifiable citations. | 1 star · 1 fork | No one-command install · Source | |
| 3262 | 29.013 | npi-providers-mcp-servermcp · back-end | Look up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes via MCP. | 1 star · 1 fork | No one-command install · Source | |
| 3263 | 29.013 | houjin-bangou-api-mcpmcp · back-end | MCP server for the Japan National Tax Agency Corporate Number API, enabling corporate number lookup and search via local AI clients. | 1 star · 1 fork | No one-command install · Source | |
| 3264 | 29.013 | quasar-docs-mcp-servermcp · back-end | Provides easy access to Quasar Framework documentation through the Model Context Protocol, supporting Claude Code and other MCP tools. | 1 star · 1 fork | No one-command install · Source | |
| 3265 | 29.013 | swiss-environment-mcpmcp · back-end | Connects AI assistants to Swiss environmental data from BAFU, including air quality, hydrology, natural hazards, and open datasets, with no API keys… | 1 star · 1 fork | No one-command install · Source | |
| 3266 | 29.115 | openlibrary-mcp-servermcp · back-end | Search books and authors, fetch editions, browse subjects, and resolve cover images. | 1,585 installs | No commit datelisted | No one-command install · Source |
| 3267 | 29.387 | compuute-mcp-security-scannermcp · back-end | Static security scanner for MCP servers. POST a public GitHub URL, get severity counts, a score, and the top findings with file+line back. 37 rules… | 1,597 installs | No commit datelisted | No one-command install · Source |
| 3268 | 29.841 | superhero-mcp-servermcp · back-end | An MCP server providing superhero data and intelligence. Query heroes by name, power, publisher, and more. Access detailed stats, biographies, and… | 710 installs | No commit datelisted | No one-command install · Source |
| 3269 | 29.932 | context7-2mcp · back-end | Provide up-to-date, version-specific code documentation and examples directly into your prompts to enhance coding accuracy and reduce hallucinated… | 1,607 installs | No commit datelisted | No one-command install · Source |
| 3270 | 29.932 | arxiv-mcp-servermcp · back-end | Search arXiv, fetch paper metadata, and read full-text content via MCP. | 1,607 installs | No commit datelisted | No one-command install · Source |
| 3271 | 30.476 | exchange-rates-mcp-servermcp · back-end | Convert currencies, get FX rates, and query historical ECB exchange rate data. | 1,637 installs | No commit datelisted | No one-command install · Source |
| 3272 | 31.836 | subwayinfo-nycmcp · back-end | Real-time NYC transit data for subway, bus, ferry, commuter rail, and Citi Bike. Get live arrivals, service alerts, trip planning, and station info… | 1,720 installs | No commit datelisted | No one-command install · Source |
| 3273 | 32.223 | vedaapexmcp · back-end | MCP server for VedaApex search aggregation, providing unified search, browser search, health check, and chat tools via REST-compatible backend. | 2 stars | No commit datelisted | No one-command install · Source |
| 3274 | 32.223 | semantius-postgrestmcp · back-end | Provides OAuth2-authenticated access to any PostgREST API with tools for direct REST requests, SQL-to-REST query conversion, and user profile… | 2 stars | No commit datelisted | No one-command install · Source |
| 3275 | 32.223 | isu-moodle-mcpmcp · back-end | Enables Claude to interact with Moodle via the official REST API for read-only tasks like listing courses, materials, assignments, submissions, and… | 2 stars | No commit datelisted | No one-command install · Source |
| 3276 | 32.223 | hacktheboxmcp · back-end | Bridges to the HackTheBox API for managing cybersecurity challenges and machines, starting instances, submitting flags, and tracking learning progress… | 2 stars | No commit datelisted | No one-command install · Source |
| 3277 | 32.223 | google-search285fmcp · back-end | Provides web search capabilities and webpage content extraction through Google Custom Search API, enabling access to search results and cleaned… | 2 stars | No commit datelisted | No one-command install · Source |
| 3278 | 32.223 | featureboard-mcp-servermcp · back-end | A local, file-backed feature/bug board for projects, enabling Claude to read and write markdown boards (featurelist.md / buglist.md) directly in chat… | 2 stars | No commit datelisted | No one-command install · Source |
| 3279 | 32.223 | chetparker-uk-data-apimcp · back-end | Provides AI assistants with access to 24 UK data endpoints for property, weather, companies, vehicles, and finance information via x402 micropayments. | 2 stars | No commit datelisted | No one-command install · Source |
| 3280 | 32.223 | amaansyed27-gemini-docsmcp · back-end | Access and search Gemini API documentation directly from MCP-compatible AI assistants. | 2 stars | No commit datelisted | No one-command install · Source |
| 3281 | 32.223 | behole-cooper-hewittmcp · back-end | Integrates with Cooper Hewitt Museum's collection API to enable searching and retrieving detailed information about artifacts for art research and… | 2 stars | No one-command install · Source | |
| 3282 | 32.223 | mckaywrigley-linearmcp · back-end | Provides a bridge to the Linear project management platform, enabling task creation, tracking, and workflow management through robust API interactions… | 2 stars | No one-command install · Source | |
| 3283 | 32.223 | deploya-labs-browser-usemcp · back-end | Enables AI assistants to interact with web browsers through a FastAPI server for web browsing, content extraction, and automation tasks with… | 2 stars | No one-command install · Source | |
| 3284 | 32.223 | akramsaouri-translatemcp · back-end | Provides a translation service using DeepL API, enabling seamless text translation between multiple languages with dynamic language selection and easy… | 2 stars | No one-command install · Source | |
| 3285 | 32.223 | ctoouli-stock-marketmcp · back-end | Provides real-time stock market data through the Alpha Vantage API, delivering daily prices, volume, and metrics for any stock symbol with proper… | 2 stars | No one-command install · Source | |
| 3286 | 32.223 | mazrean-traqmcp · back-end | Provides a bridge to the traQ chat platform, enabling flexible querying and interaction with channels, messages, users, stamps, and pins using Deno… | 2 stars | No one-command install · Source | |
| 3287 | 32.223 | liuwanglei-nasa-astronomy-picture-of-the-daymcp · back-end | Integrates with NASA's Astronomy Picture of the Day API to retrieve daily space images and descriptions directly within the Cursor IDE development… | 2 stars | No one-command install · Source | |
| 3288 | 32.223 | mr-house-bilibilimcp · back-end | Integrates with Bilibili's video-sharing platform to enable keyword-based searching for videos, users, and content through the bilibili-api-python… | 2 stars | No one-command install · Source | |
| 3289 | 32.223 | nailuogg-aliyun-cloudmcp · back-end | Integrates with Alibaba Cloud services to query and filter SLS logs, with future support for ECS instance management and serverless function… | 2 stars | No one-command install · Source | |
| 3290 | 32.223 | liuchongchong1995-deepseekmcp · back-end | Provides a bridge between AI assistants and DeepSeek's language models, enabling chat completion with automatic model fallback and context… | 2 stars | No one-command install · Source | |
| 3291 | 32.223 | malloy-mcp-servermcp · back-end | An MCP server for executing Malloy queries and managing Malloy resources. | 2 stars | No one-command install · Source | |
| 3292 | 32.223 | akramsheriff5-alphavantage-tradermcp · back-end | Integrates with AlphaVantage API to fetch intraday stock data, calculate technical indicators, and generate trade recommendations based on market… | 2 stars | No one-command install · Source | |
| 3293 | 32.223 | whisslemcp · back-end | Integrates with Whissle's speech processing API to enable speech-to-text transcription with timestamps and speaker diarization, machine translation… | 2 stars | No one-command install · Source | |
| 3294 | 32.223 | dbt-mcp-servermcp · back-end | A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI interfaces like Claude, with Slack notifications for task completions. | 2 stars | No one-command install · Source | |
| 3295 | 32.223 | postex-mcp-servermcp · back-end | Provides tools to interact with the PostEx Merchant API for order creation, tracking, and management. | 2 stars | No one-command install · Source | |
| 3296 | 32.223 | sparxhub-makesyncmcp · back-end | Integrates with Make.com's automation platform to create, update, and manage workflow scenarios through natural language commands without requiring… | 2 stars | No one-command install · Source | |
| 3297 | 32.223 | a2aflowmcp · back-end | A2A protocol server for data flow management | 2 stars | No one-command install · Source | |
| 3298 | 32.223 | trustasia-mysslmcp · back-end | Integrates with MySSL API to provide domain and IP security checking capabilities for verifying secure HTTPS deployments and monitoring SSL/TLS… | 2 stars | No one-command install · Source | |
| 3299 | 32.223 | bestjane-coingeckomcp · back-end | Provides real-time and historical cryptocurrency market data through CoinGecko API integration, enabling access to current prices, market trends, and… | 2 stars | No one-command install · Source | |
| 3300 | 32.223 | epicweb-device-countrymcp · back-end | Provides instant access to a user's country location using Cloudflare's IP geolocation headers, enabling geography-based content customization without… | 2 stars | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.