Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1901 | 22.557 | webhook-site-mcp-servermcp · back-end | Enables LLM agents to create, read, update, and delete Webhook.site tokens, list and retrieve captured requests, and manage webhook configurations via… | 1 star | No one-command install · Source | |
| 1902 | 22.557 | search-reader-mcpmcp · back-end | MCP server extending Jina Reader to provide web page/PDF to Markdown reading and Bocha AI/web search via a single HTTP endpoint, exposing read… | 1 star | No one-command install · Source | |
| 1903 | 22.557 | skill-graph-mcp-servermcp · back-end | Catalogues skills and agents into a queryable graph, exposing MCP tools for reference counting, usage scanning, and overlay notes with a built-in… | 1 star | No one-command install · Source | |
| 1904 | 22.557 | perfex-crm-mcpmcp · back-end | MCP server that connects AI assistants to Perfex CRM via public web forms, enabling lead creation, ticket creation, quote requests, and health checks… | 1 star | No one-command install · Source | |
| 1905 | 22.557 | github-token-mcpmcp · back-end | Enables secure retrieval of GitHub App installation tokens using 1Password authentication, providing temporary access tokens for GitHub API… | 1 star | No one-command install · Source | |
| 1906 | 22.557 | douyin-favorites-mcpmcp · back-end | MCP server that reads your personal Douyin favorites and collection folders via a logged-in browser session, providing tools to list and retrieve… | 1 star | No one-command install · Source | |
| 1907 | 22.557 | buyking-mcp-servermcp · back-end | Enables AI assistants to search Saleplaza's hot deals using semantic search and recommend products with a distinctive 'BuyKing' persona. | 1 star | No one-command install · Source | |
| 1908 | 22.557 | clarity-api-mcpmcp · back-end | MCP server for Clarity AI's upscaler, providing tools to list models and upscale images/videos via a single POST endpoint, with support for local… | 1 star | No one-command install · Source | |
| 1909 | 22.557 | helx-mcp-servermcp · back-end | Provides AI agents with 20 tools to create, read, edit, validate, convert, and render documents across formats like DOCX, XLSX, PPTX, PDF, Markdown… | 1 star | No one-command install · Source | |
| 1910 | 22.557 | x402-farmmcp · back-end | MCP server providing 10 pay-per-call APIs for web scraping, DNS, email validation, and French business data, with autonomous micropayments via the… | 1 star | No one-command install · Source | |
| 1911 | 22.557 | tenable-activity-mcpmcp · back-end | Enables querying and analyzing Tenable Vulnerability Management audit logs, including activity summaries, API key usage, and anomaly detection through… | 1 star | No one-command install · Source | |
| 1912 | 22.557 | monarch-mcp2mcp · back-end | Unofficial MCP server for Monarch Money that exposes tools for managing accounts, transactions, budgets, and other financial data through natural… | 1 star | No one-command install · Source | |
| 1913 | 22.557 | cdt-express-mcp-servermcp · back-end | Enables interaction with climate metrics via Riskthinking.AI's CDT Express API, supporting climate exposure, impact, and distribution metrics, as well… | 1 star | No one-command install · Source | |
| 1914 | 22.557 | cdt-expressmcp · back-end | Access RiskThinking's climate risk and transition metrics via the CDT Express API. | 1 star | No one-command install · Source | |
| 1915 | 22.557 | transistor-mcpmcp · back-end | MCP server for the Transistor.fm API: manage podcast episodes, analytics, transcripts, and webhooks from your AI agent. | 1 star | No one-command install · Source | |
| 1916 | 22.557 | elsba3ei-webhook-mcp-servermcp · back-end | A high-performance local and public webhook inspector for testing SSRF, APIs, and out-of-band interactions with Cloudflare Quick Tunnel, dynamic… | 1 star | No one-command install · Source | |
| 1917 | 22.557 | awaitlessmcp · back-end | Durable MCP server for managing long-running jobs locally, over SSH, or on Slurm clusters. Jobs survive client disconnects and return exit codes… | 1 star | No one-command install · Source | |
| 1918 | 22.557 | stm32-stlink-mcpmcp · back-end | MCP server for debugging STM32 microcontrollers over ST-LINK using STM32CubeCLT tools (GDB, ST-LINK_gdbserver, STM32_Programmer_CLI) with session… | 1 star | No one-command install · Source | |
| 1919 | 22.557 | tensorfeed-mcp-servermcp · back-end | Provides AI agents with real-time AI ecosystem data (news, status, pricing, latency) and premium tools paid via USDC on Base, compatible with any MCP… | 1 star | No one-command install · Source | |
| 1920 | 22.557 | mcp-bettermcp · back-end | A modern MCP server demonstrating the 7/28 protocol era, offering health and echo tools with stamped list caching and stable ordering over stdio or… | 1 star | No one-command install · Source | |
| 1921 | 22.557 | bible-mcpmcp · back-end | MCP server for Bible verse lookup, search, and navigation, supporting multiple translations and books including Apocrypha. | 1 star | No one-command install · Source | |
| 1922 | 22.557 | home-mcp-startermcp · back-end | A starter MCP server for running local tools and resources on a home machine or NAS, enabling secure access from AI assistants like Kody. | 1 star | No one-command install · Source | |
| 1923 | 22.557 | marocain-mcp-servermcp · back-end | MCP server for Marocain Investments that enables discovering, scoring, and analyzing Moroccan luxury real estate, along with submitting enquiries… | 1 star | No one-command install · Source | |
| 1924 | 22.557 | agent-mailboxmcp · back-end | Deploys a self-hosted Cloudflare email service providing short-lived mailboxes with a JSON API and MCP endpoint for automated testing and AI agent… | 1 star | No one-command install · Source | |
| 1925 | 22.557 | figma-bridge-mcpmcp · back-end | Local MCP server connecting AI clients to the Figma desktop app for inspecting and editing Figma documents via the Plugin API. | 1 star | No one-command install · Source | |
| 1926 | 22.557 | runbeaconmcp · back-end | RunBeacon is an MCP server that turns long-running local and SSH commands into tracked jobs. It provides event-driven monitoring, a live dashboard… | 1 star | No one-command install · Source | |
| 1927 | 22.557 | sully-termux-mcpmcp · back-end | A secure MCP gateway for Termux that exposes filesystem, shell, and Termux:API tools over a local HTTP endpoint with admin controls, job management… | 1 star | No one-command install · Source | |
| 1928 | 22.557 | tarasrushchak-jira-mcp-servermcp · back-end | MCP server for Jira and Confluence integration with 32 tools for managing tickets, sprints, boards, worklogs, and Confluence pages. | 1 star | No one-command install · Source | |
| 1929 | 22.557 | manim-slides-mcp-servermcp · back-end | Enables AI agents to generate, execute, and compile interactive Manim slide presentations through MCP tools. | 1 star | No one-command install · Source | |
| 1930 | 22.557 | deepkolor-mcpmcp · back-end | An MCP server enabling AI image and video generation through DeepKolor's API with 'generate_image', 'generate_video', and 'get_task' tools for… | 1 star | No one-command install · Source | |
| 1931 | 22.557 | patientnotes-mcpmcp · back-end | MCP server that lets AI assistants query current, dated information about PatientNotes, an AI medical scribe, covering pricing, features, languages… | 1 star | No one-command install · Source | |
| 1932 | 22.557 | atlas-przetargow-mcp-pymcp · back-end | Enables searching and analyzing Polish public procurement tenders from BZP and TED, including filtering, tender details and timelines, offers and… | 1 star | No one-command install · Source | |
| 1933 | 22.557 | wechat-desktop-mcpmcp · back-end | A production-oriented MCP server that exposes task-level WeChat Desktop automation to AI clients, enabling status checks, message fetching/reply… | 1 star | No one-command install · Source | |
| 1934 | 22.557 | daq-mcpmcp · back-end | MCP server for interacting with NI DAQ hardware, supporting analog/digital I/O and waveform acquisition, with safety features and simulation mode. | 1 star | No one-command install · Source | |
| 1935 | 22.557 | qbittorrent-mcpmcp · back-end | MCP server exposing qBittorrent's WebUI API v2 as tools, enabling LLMs to manage torrents, categories, tags, RSS feeds, search plugins, and… | 1 star | No one-command install · Source | |
| 1936 | 22.557 | local-snagit-mcp-servermcp · back-end | Lets GitHub Copilot record demo videos using locally installed TechSmith Snagit, capturing displays, windows, or regions to MP4 and controlling the… | 1 star | No one-command install · Source | |
| 1937 | 22.557 | axomind-mcpmcp · back-end | MCP server for Axomind — enables AI assistants to manage activities, mindmaps, and messages through a harmless proxy to the Bot API. | 1 star | No one-command install · Source | |
| 1938 | 22.557 | gerent365-mcp-servermcp · back-end | Enables AI assistants to manage Gerent365 restaurant and business operations via natural language, including employees, schedules, payroll, tips, time… | 1 star | No one-command install · Source | |
| 1939 | 22.557 | clara-carros-mcp-servermcp · back-end | Enables AI assistants to search car inventory, estimate import taxes (ISV) and resale values, and request quotes from Clara Carros, a Portuguese used… | 1 star | No one-command install · Source | |
| 1940 | 22.557 | mcp-kiwi-tcmsmcp · back-end | Enables interaction with Kiwi TCMS test management system through MCP, supporting read and write operations on test plans, cases, runs, and… | 1 star | No one-command install · Source | |
| 1941 | 22.557 | pentool-mcp-servermcp · back-end | A self-contained stdio JSON-RPC 2.0 server that brings AI capabilities to any MCP client, primarily for Pentool, enabling tasks like picking checks… | 1 star | No one-command install · Source | |
| 1942 | 22.557 | liveauth-mcp-servermcp · back-end | Authentication, pay-per-call metering, and signed receipts for AI agents and MCP tools using Bitcoin and Lightning Network. | 1 star | No one-command install · Source | |
| 1943 | 22.557 | fmodstudiomcpmcp · back-end | MCP server that connects AI assistants to FMOD Studio via its scripting terminal, enabling live game-audio authoring such as creating events… | 1 star | No one-command install · Source | |
| 1944 | 22.557 | outlook-web-mcp-servermcp · back-end | Enables interaction with Outlook Web through its internal API, supporting email search, folder listing, email retrieval, read state changes, calendar… | 1 star | No one-command install · Source | |
| 1945 | 22.557 | haruspexmcp · back-end | MCP server exposing the Haruspex stock-analysis API, headline scores (0-100), score history, batched watchlist scores, stock search, and recent news… | 1 star | No one-command install · Source | |
| 1946 | 22.557 | apple-ads-mcp-servermcp · back-end | An MCP server for the Apple Ads Platform API that exposes 99 operations across all resources through four token-efficient tools. It enables AI agents… | 1 star | No one-command install · Source | |
| 1947 | 22.557 | hypersignalmcp · back-end | Monetized MCP server for Hyperliquid whale/funding/risk analytics + signals; | 1 star | No one-command install · Source | |
| 1948 | 22.557 | jira-mcp-server-4mcp · back-end | Enables Claude AI and other MCP clients to interact with Jira Server/Data Center through tools like listing issues, logging work, and updating issues… | 1 star | No one-command install · Source | |
| 1949 | 22.557 | macos-computer-usemcp · back-end | An ultra-fast native MCP server for macOS desktop automation, enabling visual OCR, text-based clicking, window management, and keyboard/mouse control… | 1 star | No one-command install · Source | |
| 1950 | 22.557 | mcpbasketmcp · back-end | MCP server that provides pre-checkout basket tools and a local API/viewer, enabling agents to research products and manage a shopping cart through… | 1 star | No one-command install · Source | |
| 1951 | 22.557 | threejs-editor-mcpmcp · back-end | Enables creating, editing, running, and inspecting small Three.js games inside a DeepSeek Harness chat card via an MCP server and bundled app. | 1 star | No one-command install · Source | |
| 1952 | 22.557 | langapi-mcp-servermcp · back-end | MCP server for AI-powered translation management in i18n projects, enabling automated locale detection, translation status checks, and sync via… | 1 star | No one-command install · Source | |
| 1953 | 22.557 | uptybots-mcp-servermcp · back-end | Uptime monitoring for websites, APIs, SSL certificates, domain expiry, ping and TCP/UDP ports. 15 tools to list, create, pause and delete monitors… | 1 star | No one-command install · Source | |
| 1954 | 22.557 | whois-mcp-servermcp · back-end | Enables domain registration lookup, availability checks, DNS record fetching, and IP/ASN resolution via RDAP and DNS-over-HTTPS through MCP. | 1 star | No one-command install · Source | |
| 1955 | 22.557 | websitescreenshot-online-mcp-servermcp · back-end | Enables AI assistants to capture website screenshots and record videos of web pages by providing tools for taking screenshots, recording videos, and… | 1 star | No one-command install · Source | |
| 1956 | 22.557 | unrealmcpmcp · back-end | A native MCP server for Unreal Engine 5.7 that lets AI assistants inspect and control an open Unreal Editor through a single 'unreal' tool, supporting… | 1 star | No one-command install · Source | |
| 1957 | 22.557 | cyanheads-transitland-mcp-servermcp · back-end | Global transit data via the Transitland v2 registry — operators, GTFS/GTFS-RT/GBFS feeds with license terms, routes, stops, and real-time-aware… | 1 star | No one-command install · Source | |
| 1958 | 22.557 | cyanheads-fredmcp · back-end | Queries Federal Reserve Bank of St. Louis economic time series, releases, and category data via the FRED API. | 1 star | No one-command install · Source | |
| 1959 | 22.557 | cyanheads-federal-reserve-mcp-servermcp · back-end | Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP, with STDIO or Streamable HTTP transport. | 1 star | No one-command install · Source | |
| 1960 | 22.557 | sponsorfinder-mcp-servermcp · back-end | Checks whether a company holds a UK or Netherlands work-visa sponsorship licence via the SponsorFinder API. | 1 star | No one-command install · Source | |
| 1961 | 22.557 | cyanheads-mcp-servermcp · back-end | Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets. | 1 star | No one-command install · Source | |
| 1962 | 22.557 | cyanheads-docgen-mcp-servermcp · back-end | Render HTML/markdown to PDF, export rows to xlsx, and fill AcroForm PDFs via MCP. STDIO or Streamable HTTP. | 1 star | No one-command install · Source | |
| 1963 | 22.557 | enigma-mcp-servermcp · back-end | Offers MCP tools for managing a local AI memory vault, including remembering, searching, context packing, deletion, and verification of receipts. | 1 star | No one-command install · Source | |
| 1964 | 22.557 | rollin-mcp-servermcp · back-end | Wheelchair accessibility data for 105,000+ locations across 15 US states. Enables search, details, and feedback submission through natural language. | 1 star | No one-command install · Source | |
| 1965 | 22.557 | rollinmcp · back-end | Wheelchair accessibility scores for US restaurants, cafes, and bars via the Rollin API. | 1 star | No one-command install · Source | |
| 1966 | 22.557 | sliver-mcpmcp · back-end | A Model Context Protocol server for the Sliver C2 framework that exposes operator tools like listeners, implant generation, sessions, command… | 1 star | No one-command install · Source | |
| 1967 | 22.557 | whatsapp-mcp-plusmcp · back-end | A secure, zero-setup WhatsApp MCP server that lets AI assistants read, search, summarize, and (with user confirmation) act on personal WhatsApp chats… | 1 star | No one-command install · Source | |
| 1968 | 22.557 | 104-job-hunter-mcpmcp · back-end | This MCP server lets AI assistants search job listings on Taiwan's 104 Job Bank, read full job details, and prepare applications with… | 1 star | No one-command install · Source | |
| 1969 | 22.557 | orizn-visa-mcpmcp · back-end | Check visa requirements for 39,585 passport-destination pairs in 15 languages. Returns visa type, required documents, application process, and travel… | 1 star | No one-command install · Source | |
| 1970 | 22.557 | wallapop-mcp-servermcp · back-end | Unofficial MCP server for the Wallapop marketplace, enabling search, listing details, seller profiles, favorites, saved searches, chat, and offers… | 1 star | No one-command install · Source | |
| 1971 | 22.557 | medical-hospital-mcp-servermcp · back-end | Enables hospital search and detail lookup to discover medical institutions and verify campuses, departments, contacts, introductions, and operating… | 1 star | No one-command install · Source | |
| 1972 | 22.557 | ntlite-mcp-servermcp · back-end | Enables MCP-compatible clients to inspect Windows images, edit NTLite presets, and run apply, save, and ISO creation operations through the running… | 1 star | No one-command install · Source | |
| 1973 | 22.557 | findata-mcpmcp · back-end | A financial data MCP server that provides documentation and code examples for agents to write correct API calls to the findata library, covering… | 1 star | No one-command install · Source | |
| 1974 | 22.557 | host-consolemcp · back-end | Enables AI agents to securely operate SSH-connected servers through MCP, with credentials kept locally, dual permission modes, and an interactive sudo… | 1 star | No one-command install · Source | |
| 1975 | 22.557 | hyper-v-sandbox-mcp-servermcp · back-end | Enables AI agents to safely test and debug PowerShell, CMD/BAT scripts, and system utilities inside isolated Hyper-V virtual machines, with snapshot… | 1 star | No one-command install · Source | |
| 1976 | 22.557 | cyanheads-calculatormcp · back-end | Evaluate, simplify, and differentiate math expressions with configurable precision and variable scoping. | 1 star | No one-command install · Source | |
| 1977 | 22.557 | calculator-mcp-server-2mcp · back-end | A calculator MCP server that lets any LLM verify mathematical computations. Evaluate, simplify, and differentiate expressions via a single tool… | 1 star | No one-command install · Source | |
| 1978 | 22.557 | calculator-mcp-servermcp · back-end | A calculator MCP server that lets any LLM verify mathematical computations. Evaluate, simplify, and differentiate expressions via a single tool… | 1 star | No one-command install · Source | |
| 1979 | 22.557 | django-native-mcpmcp · back-end | A Django-native MCP application and tool registration framework inspired by Celery, providing async tool definitions, autodiscovery, and… | 1 star | No one-command install · Source | |
| 1980 | 22.557 | federal-regulations-mcp-servermcp · back-end | Search and trace US federal rules across the Federal Register (proposed/final rules and notices), the eCFR (codified, point-in-time CFR full text… | 1 star | No one-command install · Source | |
| 1981 | 22.557 | umi-ocr-mcp-servermcp · back-end | Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text extraction, batch OCR, PDF OCR, and status checks without manually… | 1 star | No one-command install · Source | |
| 1982 | 22.557 | keepitalive-mcpmcp · back-end | MCP server for KEEPitALIVE monitoring, enabling AI agents to read and manage monitors, incidents, triggers, and notification routing via the v1 API… | 1 star | No one-command install · Source | |
| 1983 | 22.557 | frontdesko-mcp-servermcp · back-end | Enables AI assistants to answer hoteliers' questions about pricing plans, PMS comparisons, OTA commission savings, documentation search, and live demo… | 1 star | No one-command install · Source | |
| 1984 | 22.557 | infobip-mcpmcp · back-end | Unified Model Context Protocol (MCP) server for Infobip APIs. Consolidates SMS, WhatsApp, Email, 2FA/OTP, and Account management into a single… | 1 star | No one-command install · Source | |
| 1985 | 22.557 | cyanheads-evals-mcp-servermcp · back-end | Author verifiable eval records through a draft → review → revise → submit loop with server-enforced graders; compile to JSONL/CSV/Inspect/lm-eval via… | 1 star | No one-command install · Source | |
| 1986 | 22.557 | cyanheads-mailchimp-mcp-servermcp · back-end | Draft, test, and send Mailchimp campaigns from an MCP client with audience management, subscriber CRUD, and post-send analytics behind safe-by-default… | 1 star | No one-command install · Source | |
| 1987 | 22.557 | cyanheads-mailchimpmcp · back-end | Manages Mailchimp campaigns, audiences, and subscribers through a full-featured Marketing API integration. | 1 star | No one-command install · Source | |
| 1988 | 22.557 | epa-mcp-servermcp · back-end | Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfund sites, drinking water systems, environmental justice… | 1 star | No one-command install · Source | |
| 1989 | 22.557 | pdf-toolkit-mcpmcp · back-end | A comprehensive MCP server with 37 tools for PDF operations including reading, searching, creating, merging, splitting, watermarking, form filling… | 1 star | No one-command install · Source | |
| 1990 | 22.557 | cyanheads-usgs-water-mcp-servermcp · back-end | Query real-time and historical water data from ~8,000 USGS stream gages and groundwater wells via MCP, with 7 tools and 2 resources. | 1 star | No one-command install · Source | |
| 1991 | 22.557 | contextshrinkermcp · back-end | Zero-dependency Go MCP server that indexes codebases into an embedded Kùzu graph DB—enabling 90%+ token reduction, precise call-chain queries, and AI… | 1 star | No one-command install · Source | |
| 1992 | 22.557 | mcp-stm32-servermcp · back-end | Enables AI assistants to control an STM32 microcontroller over serial by reading/writing GPIO, setting LED brightness, reading ADC channels, and… | 1 star | No one-command install · Source | |
| 1993 | 22.557 | doctrovemcp · back-end | Versioned library documentation retrieval MCP server for coding agents, providing accurate, versioned, and traceable API documentation snippets with… | 1 star | No one-command install · Source | |
| 1994 | 22.557 | whatsmcpmcp · back-end | A stateless MCP server that exposes the Z-API WhatsApp REST API as tools, enabling AI assistants to send messages, manage groups, and interact with… | 1 star | No one-command install · Source | |
| 1995 | 22.557 | pi-mcpmcp · back-end | MCP server for Raspberry Pi exposing tools for host health checks, shell execution, and Docker container restarts over authenticated HTTP. | 1 star | No one-command install · Source | |
| 1996 | 22.557 | a2al-mcp-servermcp · back-end | Enables AI agents to publish themselves, discover each other, and establish authenticated encrypted connections without central infrastructure, using… | 1 star | No one-command install · Source | |
| 1997 | 22.557 | semantic-searchmcp · back-end | Local semantic recall MCP server for citation-integrity workflows. Enables semantic search over a text corpus, returning file paths and page numbers… | 1 star | No one-command install · Source | |
| 1998 | 22.557 | truenas-mcp-2mcp · back-end | An MCP server for TrueNAS SCALE that enables read-first management of storage, system, sharing, and virtualization resources with per-user API key… | 1 star | No one-command install · Source | |
| 1999 | 22.557 | onbid-mcpmcp · back-end | Enables LLM clients to ask plain-language questions about Korean public auction property data from the 온비드 OpenAPI, including normalized pricing… | 1 star | No one-command install · Source | |
| 2000 | 22.557 | sumi-docs-mcpmcp · back-end | Read-only MCP server for Markdown, MDX, and OpenAPI docs, exposing list, search, fetch, and OpenAPI spec tools over stdio. | 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.