Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2101 | 22.557 | protoos-mcpmcp · back-end | Provides a JSON-RPC MCP server that exposes policy-governed agent tools, including paid tools, tool muxing, and OpenAPI-to-MCP conversion, enabling… | 1 star | No one-command install · Source | |
| 2102 | 22.557 | mcp-server-action1mcp · back-end | Enables management of endpoint inventory, patching, and vulnerabilities through the Action1 REST API, with read-only access by default and optional… | 1 star | No one-command install · Source | |
| 2103 | 22.557 | pixabay-mcp-servermcp · back-end | MCP server for the Pixabay API, providing tools to search and fetch royalty-free images and videos. | 1 star | No one-command install · Source | |
| 2104 | 22.557 | tianshang301-tianshangcadmcp · back-end | Modern CAD CLI + MCP Server: 2D/3D drawing, editing, measurement, validation, batch automation, real-time collaboration (CRDT + WebSocket). | 1 star | No one-command install · Source | |
| 2105 | 22.557 | licenseguardmcp · back-end | LicenseGuard is an MCP server that checks whether dependency licenses impose legal obligations based on your distribution model, enabling informed… | 1 star | No one-command install · Source | |
| 2106 | 22.557 | local-apple-datamcp · back-end | MCP server for privacy-gated local Apple data access including Mail, Messages, Notes, Calendar, Contacts, Photos, Reminders, Voice Memos, and iCloud… | 1 star | No one-command install · Source | |
| 2107 | 22.557 | mila-telegrammcp · back-end | Enables running Claude Code sessions from Telegram with group auto-join, voice transcription, reply-quote context, and a restart-proof polling daemon. | 1 star | No one-command install · Source | |
| 2108 | 22.557 | concierge-mcp-servermcp · back-end | Exposes a curated allowlist of Home Assistant entities to external clients over MCP with read-only list and get_state tools, using an isolated guest… | 1 star | No one-command install · Source | |
| 2109 | 22.557 | stocklensmcp · back-end | Provides AI with real-time stock data from Naver Securities and Yahoo Finance via 47 tools, enabling accurate analysis without API keys for Korean and… | 1 star | No one-command install · Source | |
| 2110 | 22.557 | openapi-md-mcpmcp · back-end | Enables efficient exploration of OpenAPI specs via markdown, with progressive disclosure of endpoints, schemas, and batch operations to minimize AI… | 1 star | No one-command install · Source | |
| 2111 | 22.557 | t212-mcpmcp · back-end | A read-only MCP server for Trading 212 accounts, enabling AI assistants to query balances, positions, orders, dividends, pies, and instruments without… | 1 star | No one-command install · Source | |
| 2112 | 22.557 | mitra-mcpmcp · back-end | A modular MCP server integrating Clockify, WakaTime, and Azure DevOps for time tracking, work item management, and time logging via a unified API. | 1 star | No one-command install · Source | |
| 2113 | 22.557 | jelly-memo-local-mcp-servermcp · back-end | A local MCP server that enables AI tools to find and propose changes to Jelly Memo notes, running only on 127.0.0.1:8765 with optional pairing token… | 1 star | No one-command install · Source | |
| 2114 | 22.557 | byo-servermcp · back-end | Headless local stdio MCP server for board-debug operations, allowing compatible clients to use tools for firmware debugging and board management. | 1 star | No one-command install · Source | |
| 2115 | 22.557 | mcp-b24mcp · back-end | A complete MCP server over the Bitrix24 REST API, enabling CRM, tasks, chats, files, calendar, HR, smart processes, mail, telephony, business… | 1 star | No one-command install · Source | |
| 2116 | 22.557 | pricewatcha-mcp-servermcp · back-end | Enables AI agents to search, track, and monitor product prices, retrieve price history, and set up price alerts via the Pricewatcha API. | 1 star | No one-command install · Source | |
| 2117 | 22.557 | ndl-mcpmcp · back-end | MCP server for searching the National Diet Library of Japan (NDL Search), enabling Japanese-script bibliographic and article searches with rate… | 1 star | No one-command install · Source | |
| 2118 | 22.557 | mcp-server-datovkamcp · back-end | An MCP server exposing the Czech ISDS Data Box system (Datové schránky) as tools, built on fastmcp and python3-datovka. | 1 star | No one-command install · Source | |
| 2119 | 22.557 | music-metadata-mcpmcp · back-end | Music Metadata API | 1 star | No one-command install · Source | |
| 2120 | 22.557 | postking-mcp-servermcp · back-end | An MCP server for PostKing that enables AI-powered content management, social media scheduling, blog publishing, and brand management through natural… | 1 star | No one-command install · Source | |
| 2121 | 22.557 | contextfluxmcp · back-end | Task-adaptive repository context for coding agents, enabling budgeted evidence retrieval without API keys or network calls. | 1 star | No one-command install · Source | |
| 2122 | 22.557 | mainwp-mcp-servermcp · back-end | Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST API, providing tools for site health monitoring, updates, plugin/theme… | 1 star | No one-command install · Source | |
| 2123 | 22.557 | web3agentmcp · back-end | Web3 MCP proxy server for AI agents: EVM execution, DeFi swaps, bridges, advanced orders, market data, wallet management, and confirmation-gated… | 1 star | No one-command install · Source | |
| 2124 | 22.557 | otskit-mcpmcp · back-end | Stamp, upgrade, and verify Bitcoin timestamps via AI agents using the OpenTimestamps protocol. No API keys required. | 1 star | No one-command install · Source | |
| 2125 | 22.557 | takos-officemcp · back-end | Self-hosted productivity suite with document, slide, and spreadsheet editors, all accessible via a single MCP endpoint for agent-native interaction. | 1 star | No one-command install · Source | |
| 2126 | 22.557 | ghl-mcp-server-v2mcp · back-end | A comprehensive MCP server covering the full GoHighLevel API surface with 651 tools, enabling management of contacts, opportunities, calendars… | 1 star | No one-command install · Source | |
| 2127 | 22.557 | lidl-mcpmcp · back-end | Self-hosted MCP server for Lidl Plus (NL + DE) that reads receipts and manages coupons via the lidl-plus library, using refresh tokens for… | 1 star | No one-command install · Source | |
| 2128 | 22.557 | mcp-hamcp · back-end | MCP server for Home Assistant that lets you control and query your smart home through natural language via MCP clients. Provides tools for entities… | 1 star | No one-command install · Source | |
| 2129 | 22.557 | enaho-mcpmcp · back-end | MCP server for ENAHO (Peru's national household survey) microdata. Enables discovery, download, merging, and complex-survey statistical estimation of… | 1 star | No one-command install · Source | |
| 2130 | 22.557 | node-opcua-modeler-mcp-servermcp · back-end | Provides AI agents with offline access to OPC UA companion specification types, dependencies, and engineering units for industrial modeling. | 1 star | No one-command install · Source | |
| 2131 | 22.557 | hpsilab-mcp-servermcp · back-end | Institutional-grade quantitative stock analysis and research signals for AI agents via the Model Context Protocol (MCP). | 1 star | No one-command install · Source | |
| 2132 | 22.557 | listinggood-mcpmcp · back-end | A remote MCP server for Amazon sellers to scan, generate, and optimize product listings for AI-recommendation readiness and compliance. | 1 star | No one-command install · Source | |
| 2133 | 22.557 | openwrt-mcp-servermcp · back-end | Enables management of OpenWrt routers via SSH, providing tools for network configuration, system administration, file operations, and package… | 1 star | No one-command install · Source | |
| 2134 | 22.557 | fastbound-mcpmcp · back-end | Enables natural language interaction with FastBound's firearms Acquisition & Disposition API for inventory search, acquisition/disposition recording… | 1 star | No one-command install · Source | |
| 2135 | 22.557 | agentboxmcp · back-end | A threaded message relay for ChatGPT and local coding agents, enabling message exchange and file sharing via MCP and REST APIs. | 1 star | No one-command install · Source | |
| 2136 | 22.557 | at-series-mcp-hubmcp · back-end | Aggregates MCP tools from AT series IDE plugins into a single server, routing calls to plugin bridges for SSH, JumpServer, and more. | 1 star | No one-command install · Source | |
| 2137 | 22.557 | agriculture-mcp-servermcp · back-end | Provides agricultural product price monitoring, price index tracking, and daily/weekly/monthly market report queries to support price fluctuation… | 1 star | No one-command install · Source | |
| 2138 | 22.557 | tourism-mcp-servermcp · back-end | Enables searching for national-standard scenic areas, rural tourism villages, accommodations (including restaurants, guesthouses, and starred hotels)… | 1 star | No one-command install · Source | |
| 2139 | 22.557 | vehicle-mcp-servermcp · back-end | Enables discovery and analysis of automotive brand regional sales data, including brand details, regional store layouts, model sales rankings, and… | 1 star | No one-command install · Source | |
| 2140 | 22.557 | trusgent-mcpmcp · back-end | Enables AI agents to search and verify Hong Kong official registry data, retrieve merged agent profiles with citation-safe recommendedUse, and access… | 1 star | No one-command install · Source | |
| 2141 | 22.557 | geosphere-mcp-servermcp · back-end | MCP server for worldwide weather data, using high-resolution GeoSphere Austria data for the Alpine region and Open-Meteo elsewhere. Provides current… | 1 star | No one-command install · Source | |
| 2142 | 22.557 | grokmcpmcp · back-end | An MCP server for Grok (xAI) that enables chat, reasoning, vision, and video generation using the AceDataCloud API. | 1 star | No one-command install · Source | |
| 2143 | 22.557 | acedatacloud-serpmcp · back-end | Google search results via SERP API through the AceDataCloud API platform. | 1 star | No one-command install · Source | |
| 2144 | 22.557 | mcp-minimaxmcp · back-end | MCP server for MiniMax H3 multimodal video generation. Enables text-to-video, image-to-video, and audio-guided video creation with async task… | 1 star | No one-command install · Source | |
| 2145 | 22.557 | shawn5cents-agentskinmcp · back-end | Prunes noisy API and web data into token-efficient semantic shorthand for AI agent consumption. | 1 star | No one-command install · Source | |
| 2146 | 22.557 | mcp-server-canvas-lmsmcp · back-end | Read-only MCP server for Canvas LMS that exposes tools to list courses, assignments, grades, submissions, syllabi, announcements, modules, pages, and… | 1 star | No one-command install · Source | |
| 2147 | 22.557 | domain-deliverability-checker-mcp-servermcp · back-end | Enables auditing any domain's email deliverability and DNS health, including SPF, DKIM, DMARC, MX, mail provider, DNS blacklist status, catch-all… | 1 star | No one-command install · Source | |
| 2148 | 22.557 | ncloud-gov-mcp-servermcp · back-end | MCP server for managing Naver Cloud Platform Government Cloud infrastructure via natural language. Provides ~877 tools across compute, network… | 1 star | No one-command install · Source | |
| 2149 | 22.557 | company-firmographic-enricher-mcp-servermcp · back-end | Enables enriching company domains into structured firmographics including employee band, industry, HQ, founded year, revenue estimate, logo, and… | 1 star | No one-command install · Source | |
| 2150 | 22.557 | torah-mcpmcp · back-end | MCP server that provides access to the Sefaria library (Tanakh, Talmud, Mishneh Torah, etc.) with tools for text, links, search, and calendars. It… | 1 star | No one-command install · Source | |
| 2151 | 22.557 | orieg-gws-connectormcp · back-end | Multi-account Google Workspace MCP server — Gmail, Calendar, and Drive with smart routing. | 1 star | No one-command install · Source | |
| 2152 | 22.557 | trekmail-mcp-servermcp · back-end | A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent tools for managing email infrastructure and messaging. | 1 star | No one-command install · Source | |
| 2153 | 22.557 | omnimcp-routermcp · back-end | A universal MCP gateway that aggregates multiple MCP servers into a single endpoint, providing features like hot-reload, auto-healing, and a hook… | 1 star | No one-command install · Source | |
| 2154 | 22.557 | detailobsessed-unblumcp · back-end | Token-efficient access to 300+ Unblu API endpoints via progressive disclosure | 1 star | No one-command install · Source | |
| 2155 | 22.557 | advisorfinder-mcp-servermcp · back-end | An MCP server that gives AI assistants access to SEC-registered financial advisor data, enabling searches by name, firm, or state, full profile… | 1 star | No one-command install · Source | |
| 2156 | 22.557 | rationalbloks-mcp-servermcp · back-end | Enables AI agents to deploy production APIs from JSON schemas, with 44 tools for managing projects, schemas, deployments, and graph data. | 1 star | No one-command install · Source | |
| 2157 | 22.557 | rationalbloksmcp · back-end | Deploy production REST APIs from JSON schemas in seconds, managing projects, schemas, and deployments. | 1 star | No one-command install · Source | |
| 2158 | 22.557 | csoai-org-pet-care-ai-mcpmcp · back-end | Python MCP server for pet care guidance and veterinary information tools. | 1 star | No one-command install · Source | |
| 2159 | 22.557 | options-analysis-suite-mcp-servermcp · back-end | Enables AI assistants to access options analysis data, market research tools, portfolio risk snapshots, and platform context via 32 tools. | 1 star | No one-command install · Source | |
| 2160 | 22.557 | options-analysis-suitemcp · back-end | MCP server for options analytics including 17 pricing models, Greeks, GEX, IV surface, 23 screeners, dark pool, and max pain data. | 1 star | No one-command install · Source | |
| 2161 | 22.557 | 429-throttle-mcpmcp · back-end | Transparent rate-limiting MCP proxy that prevents HTTP 429 errors by throttling API calls and tokens. Includes tools to check usage and dynamically… | 1 star | No one-command install · Source | |
| 2162 | 22.557 | twitter-x-mcpmcp · back-end | Enables reading public X posts, replies, and profiles, and searching X, via Rettiwt by default or the official X API. | 1 star | No one-command install · Source | |
| 2163 | 22.557 | hybridlogmcp · back-end | MCP server that mirrors your Garmin data into a personal database and exposes tools for health summaries, training load, muscle readiness, and race… | 1 star | No one-command install · Source | |
| 2164 | 22.557 | wellness-cgm-mcpmcp · back-end | Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via LibreLink Up. | 1 star | No one-command install · Source | |
| 2165 | 22.557 | aifinpay-wallet-mcp-servermcp · back-end | Enables ChatGPT to interact with multiple blockchain networks for reading balances and managing wallet operations through a non-custodial local vault… | 1 star | No one-command install · Source | |
| 2166 | 22.557 | devforge-mcpmcp · back-end | A production-ready MCP server that enables AI assistants to intelligently understand, analyze, edit, navigate, and review software projects with… | 1 star | No one-command install · Source | |
| 2167 | 22.557 | csoai-org-proofof-ai-mcpmcp · back-end | Python MCP server for proof-of-work verification and validation tools. | 1 star | No one-command install · Source | |
| 2168 | 22.557 | koko-finance-mcp-servermcp · back-end | A hosted MCP server for AI-powered credit card advice, enabling search, comparison, portfolio analysis, and personalized recommendations for US credit… | 1 star | No one-command install · Source | |
| 2169 | 22.557 | notepm-mcp-servermcp · back-end | An unofficial MCP server that enables AI assistants to search, read, create, and update pages in your NotePM workspace. | 1 star | No one-command install · Source | |
| 2170 | 22.557 | podcastindex-mcpmcp · back-end | MCP server for the Podcast Index API — search podcasts, track appearances, monitor trending shows, check feed health | 1 star | No one-command install · Source | |
| 2171 | 22.557 | podcast-index-mcp-servermcp · back-end | MCP server for the Podcast Index API — search podcasts, track appearances, monitor trending shows, check feed health | 1 star | No one-command install · Source | |
| 2172 | 22.557 | open-podcast-prefix-project-op3-mcp-servermcp · back-end | MCP server for OP3 podcast analytics: downloads, geography, app share. Read-only. | 1 star | No one-command install · Source | |
| 2173 | 22.557 | op3-mcpmcp · back-end | MCP server for OP3 podcast analytics: downloads, geography, app share. Read-only. | 1 star | No one-command install · Source | |
| 2174 | 22.557 | acmt001-mcpmcp · back-end | MCP server for ISO 20022 acmt.001 Account Opening (and companion acmt.* messages): message-type discovery, required-field lookup, JSON Schema… | 1 star | No one-command install · Source | |
| 2175 | 22.557 | whatshotmcp · back-end | WhatsHot MCP server aggregates trending hotlists, real-time news flashes, gold prices, and RSS feeds from 330+ sources, offering read-only tools to… | 1 star | No one-command install · Source | |
| 2176 | 22.557 | scrapeunblocker-mcp-servermcp · back-end | Enables fetching any web page's HTML by bypassing anti-bot protection, and also provides AI-parsed structured data and Google search results. | 1 star | No one-command install · Source | |
| 2177 | 22.557 | maps-browser-mcpmcp · back-end | Enables interaction with Google Maps through a dedicated browser session, supporting searches, directions, map views, and Street View without… | 1 star | No one-command install · Source | |
| 2178 | 22.557 | neo4j-mcpmcp · back-end | MCP server for Neo4j graph database operations, enabling Cypher queries, node/relationship management, and schema discovery. | 1 star | No one-command install · Source | |
| 2179 | 22.557 | bucketeer-docs-local-mcp-servermcp · back-end | Enables AI assistants to search and retrieve content from Bucketeer's feature flag and experimentation documentation for accurate information. | 1 star | No one-command install · Source | |
| 2180 | 22.557 | ellmos-controlcenter-mcpmcp · back-end | An alpha-stage MCP control plane for local MCP stacks, enabling discovery of local servers, profile management, capability bundles, tool-list probes… | 1 star | No one-command install · Source | |
| 2181 | 22.557 | sec-mcpmcp · back-end | MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware financial extraction and BERT-based NLP. | 1 star | No one-command install · Source | |
| 2182 | 22.557 | csoai-org-real-estate-listing-mcpmcp · back-end | Python MCP server for real estate listing management and property search tools. | 1 star | No one-command install · Source | |
| 2183 | 22.557 | bankstatementlymcp · back-end | Parse and query bank statements — turn PDF statements into structured transactions, accounts, and balances, with balance-reconciliation checks. A… | 1 star | No one-command install · Source | |
| 2184 | 22.557 | aishellmcp · back-end | A macOS-native MCP server that provides AI hosts with fresh workspace state, bounded context, and retained execution evidence, avoiding collapsing… | 1 star | No one-command install · Source | |
| 2185 | 22.557 | io-github-ufhouck-aicost-climcp · back-end | Enables AI agents to calculate, compare, and recommend AI API costs from multiple providers, with support for currency conversion and platform fee… | 1 star | No one-command install · Source | |
| 2186 | 22.557 | mcp-azuremcp · back-end | Enables MCP-capable clients to inventory and operate Azure resources via the Azure Resource Manager API, including resource groups, tags, and VM… | 1 star | No one-command install · Source | |
| 2187 | 22.557 | inistate-mcp-servermcp · back-end | Enables module discovery, entry management, and activity submission on the Inistate platform. | 1 star | No one-command install · Source | |
| 2188 | 22.557 | todomcpmcp · back-end | A local Model Context Protocol server that helps Codex turn requests into atomic tasks, manage plans, and rigorously verify completions without using… | 1 star | No one-command install · Source | |
| 2189 | 22.557 | countdownmcpmcp · back-end | A local, read-only MCP server that gives Codex a plan-aware view of its remaining usage and helps choose work that fits the current usage window. | 1 star | No one-command install · Source | |
| 2190 | 22.557 | google-ads-kw-mcpmcp · back-end | MCP server that exposes Google Ads keyword search volumes to AI agents via the KeywordPlanIdeaService, offering a free alternative to paid… | 1 star | No one-command install · Source | |
| 2191 | 22.557 | swiss-culture-mcpmcp · back-end | MCP server providing access to Swiss cultural heritage data including ISOS townscapes, Living Traditions, cultural prizes, and press releases from the… | 1 star | No one-command install · Source | |
| 2192 | 22.557 | swiss-academic-libraries-mcpmcp · back-end | Enables AI models to search and retrieve bibliographic and digitized records from Swiss academic libraries (swisscovery, e-rara, e-periodica… | 1 star | No one-command install · Source | |
| 2193 | 22.557 | openaimcpmcp · back-end | A Model Context Protocol server for OpenAI API access via AceDataCloud, enabling chat completions, image generation, text embeddings, and more from… | 1 star | No one-command install · Source | |
| 2194 | 22.557 | gunstore-pos-admin-mcpmcp · back-end | MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to manage production settings, item pricing, records, and ATF operations… | 1 star | No one-command install · Source | |
| 2195 | 22.557 | mcp-dev-serversmcp · back-end | Provides 7 MCP servers with 95 tools for git, GitHub, .NET, Ollama, Rust, template sync, and Python, enabling natural-language commands to perform… | 1 star | No one-command install · Source | |
| 2196 | 22.557 | kimssmcp · back-end | Official Kimss MCP server — call your Kimss agents, models, files, and vector stores from Cursor and other MCP clients using your API key. | 1 star | No one-command install · Source | |
| 2197 | 22.557 | zotero-brain-slimmcp · back-end | Minimal Zotero MCP server that enables searching your Zotero library, discovering papers across eight sources, downloading PDFs via a multi-level… | 1 star | No one-command install · Source | |
| 2198 | 22.557 | goodsender-mcp-servermcp · back-end | A local email server for AI assistants that enables sending transactional and marketing emails with template management, recipient groups, and… | 1 star | No one-command install · Source | |
| 2199 | 22.557 | zerocrawl-mcpmcp · back-end | ZeroCrawl MCP is a 100% free web crawling and scraping server for AI agents, offering tools like page scraping, domain crawling, metadata extraction… | 1 star | No one-command install · Source | |
| 2200 | 22.557 | mcp-server-pluginmcp · back-end | Enables recording Codex tool failures as redacted .tape evidence, inspecting captured runs, injecting failure conditions, and saving offline… | 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.