Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 201 | 68.702 | pronounce-pronounce-mcpmcp · auth | Look up how engineers actually pronounce project / product / jargon names (kubectl, nginx, JSON, Pydantic, JWT) — 1452+ entries with IPA, respelling… | 39 stars | No one-command install · Source | |
| 202 | 68.509 | mercadolibre-mercadopagomcp · auth | Integrates with MercadoPago's developer documentation API to provide searchable access to payment integration guides and API references across Latin… | 8 stars · 6 forks | No one-command install · Source | |
| 203 | 68.220 | mailpouchmcp · auth | An MCP server that gives AI agents permission-gated, audit-logged access to private email providers (Proton Mail via Bridge and plain IMAP), running… | 10 stars · 4 forks | No one-command install · Source | |
| 203 | 68.220 | keeper-secrets-managermcp · auth | Provides secure access to Keeper Secrets Manager with CRUD operations for secrets and folders, file attachment management, password generation, TOTP… | 10 stars · 4 forks | No one-command install · Source | |
| 203 | 68.220 | achetronic-filesystemmcp · auth | Provides secure file system operations with RBAC controls, JWT authentication, process management, and undo capabilities for development workflows. | 10 stars · 4 forks | No one-command install · Source | |
| 203 | 68.220 | evansims-openfgamcp · auth | Enables large language models to interact with OpenFGA authorization stores by providing tools to read, search, and manipulate fine-grained access… | 10 stars · 4 forks | No one-command install · Source | |
| 207 | 68.021 | haru-vps-mcpmcp · auth | A self-hosted MCP gateway that provides filesystem and shell capabilities for an isolated VPS workspace, with strict loopback security and optional… | 11 stars · 3 forks | No one-command install · Source | |
| 207 | 68.021 | interactive-leetcode-mcpmcp · authalso listed as sperekrestova-interactive-leetcode | Enables interactive LeetCode practice with AI-guided authentication, problem solving, solution submission, and learning mode. | 11 stars · 3 forks | No one-command install · Source | |
| 210 | 67.906 | duolingo-slackmcp · auth | Provides secure multi-user OAuth authentication and read-only access to Slack workspaces with comprehensive search capabilities, message retrieval… | 9 stars · 5 forks | No one-command install · Source | |
| 211 | 67.900 | ratelmcp · auth | Exposes a Ratel tool catalog as a unified MCP server, managing connections to multiple upstream MCP servers with OAuth 2.1 authentication. | 13 stars · 2 forks | No one-command install · Source | |
| 211 | 67.900 | ohnicholas93-payload-cmsmcp · auth | Integrates with Payload CMS instances through REST API operations to create, search, and update content across collections with full localization… | 13 stars · 2 forks | No one-command install · Source | |
| 213 | 67.193 | dcollaoa-bloodyadmcp · auth | Provides Active Directory penetration testing and enumeration capabilities through a Docker-containerized wrapper around the bloodyAD tool, offering… | 16 stars · 1 fork | No one-command install · Source | |
| 214 | 66.871 | pastehtml-dev-mcp-servermcp · auth | Enables agents to publish and manage HTML/Markdown pastes, folders, and paste configuration via Model Context Protocol, with OAuth-based… | 9 stars · 4 forks | No one-command install · Source | |
| 214 | 66.871 | peakmojo-zoom-noauthmcp · auth | Provides headless access to Zoom's API functionality for retrieving cloud recordings, meeting details, and transcripts without requiring direct user… | 9 stars · 4 forks | No one-command install · Source | |
| 216 | 66.032 | gmail-multi-mcpmcp · auth | Connect multiple Gmail accounts to any MCP client, enabling search, read, draft, send, label, and organize mail across unlimited accounts with… | 4 stars · 6 forks | No one-command install · Source | |
| 216 | 66.032 | hello-adminmcp · auth | Create and manage Hellō authentication applications | 4 stars · 6 forks | No one-command install · Source | |
| 218 | 65.784 | gmail-multi-inbox-mcp-servermcp · auth | Enables AI assistants to manage multiple Gmail accounts simultaneously with built-in OAuth authentication, supporting email reading, sending, drafts… | 2 stars · 7 forks | No one-command install · Source | |
| 219 | 65.698 | brand-system-brandsystem-mcpmcp · auth | Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page… | 14 stars · 1 fork | No one-command install · Source | |
| 219 | 65.698 | zukai-workosmcp · auth | Bridges AI models with the WorkOS API for enterprise-grade user management, organization control, and identity services through a clean interface that… | 14 stars · 1 fork | No one-command install · Source | |
| 221 | 65.450 | sentinelgatemcp · auth | Access control for AI agents with RBAC, CEL policy engine, and full audit trail. | 25 stars | No commit datelisted | No one-command install · Source |
| 222 | 65.138 | aws-calculator-mcpmcp · auth | Enables creating AWS cost estimates through natural language, generating shareable calculator.aws links, and retrieving actual calculated costs via… | 7 stars · 5 forks | No one-command install · Source | |
| 222 | 65.138 | tubasasakunn-context-appsmcp · auth | Connects to four iOS productivity apps (Todo, Idea, Journal, Timer) through Apple ID OAuth authentication, enabling task management, idea capture… | 7 stars · 5 forks | No one-command install · Source | |
| 224 | 64.883 | intelliger-ai-oatiidentity · auth | Use when an agent's authority, and every action it took under that authority, must be verifiable after the fact. | 13 stars · 1 fork | No one-command install · Source | |
| 224 | 64.883 | getaegis-aegismcp · auth | Credential isolation proxy for AI agents with encrypted vault and audit logging. | 13 stars · 1 fork | No one-command install · Source | |
| 226 | 64.619 | fulcradynamics-fulcra-contextmcp · auth | Integrates with Fulcra Context personal data through OAuth2 authentication to retrieve health metrics, workout data, sleep cycles, location… | 6 stars · 5 forks | No one-command install · Source | |
| 226 | 64.619 | ericrollei-download-toolsmcp · auth | Integrates gallery-dl, yt-dlp, and custom web scraping into ComfyUI workflows for downloading media from 1000+ platforms with browser authentication… | 6 stars · 5 forks | No one-command install · Source | |
| 226 | 64.619 | raistlin82-sap-odata-btpmcp · auth | Enterprise-enhanced SAP OData integration with modular authentication and Cloud Foundry deployment | 6 stars · 5 forks | No one-command install · Source | |
| 229 | 64.192 | files-mcp-servermcp · auth | An MCP server for local testing that enables file management operations, requiring authentication via Microsoft identity platform credentials. | 11 forks | No one-command install · Source | |
| 230 | 64.134 | jhostinaleck-brightspacemcp · auth | Exposes D2L Brightspace LMS data including courses, grades, assignments, and calendar through 15 tools with multi-strategy authentication. | 12 stars · 1 fork | No one-command install · Source | |
| 230 | 64.134 | wrxck-redditmcp · auth | Java-based Reddit integration with OAuth authentication for browsing subreddits, searching posts, reading threads, submitting content, voting, and… | 12 stars · 1 fork | No one-command install · Source | |
| 230 | 64.134 | f-open-meteo-weathermcp · auth | Integrates with Open-Meteo API to provide current weather data retrieval with GitHub OAuth 2.0 authentication, location management for saving custom… | 12 stars · 1 fork | No one-command install · Source | |
| 233 | 63.952 | deshartman-twilio-messagingmcp · auth | Enables sending SMS messages through the Twilio API with a simple tool that handles authentication and message delivery using provided Twilio… | 5 stars · 5 forks | No one-command install · Source | |
| 234 | 63.896 | schue-moqui-frameworkmcp · auth | Integrates with Moqui Framework business applications to provide entity operations, service execution, and search capabilities with session-based… | 8 stars · 3 forks | No one-command install · Source | |
| 234 | 63.896 | the-focus-ai-mastodonmcp · auth | Integrates with Mastodon social media platforms for creating posts with customizable visibility settings and media attachments, securely managing… | 8 stars · 3 forks | No one-command install · Source | |
| 234 | 63.896 | ajbrown-gmailmcp · auth | Integrates Gmail functionality to enable secure access, search, and analysis of email contents using OAuth2 authentication and the Gmail API. | 8 stars · 3 forks | No one-command install · Source | |
| 237 | 63.694 | sarahpark-google-search-consolemcp · auth | Read-only access to Google Search Console data including search analytics, URL inspection, and sitemap status via service account authentication. | 9 stars · 2 forks | No one-command install · Source | |
| 237 | 63.694 | ruslanmv-webclonemcp · auth | Website cloning engine with intelligent crawling, asset downloading, PDF generation, authentication support, and dynamic content rendering for website… | 9 stars · 2 forks | No one-command install · Source | |
| 237 | 63.694 | mintmcp-gmailmcp · auth | Enterprise-grade Gmail integration with governance controls and OAuth authentication | 9 stars · 2 forks | No one-command install · Source | |
| 240 | 63.155 | memorygatemcp · auth | Provides durable memory for AI agents with structured storage, semantic search, OAuth authentication, and lifecycle controls. | 11 stars · 1 fork | No one-command install · Source | |
| 241 | 63.107 | ssaurabh9-taigamcp · auth | Integrates with Taiga project management platform for user story creation, task management, project member coordination, and status tracking through… | 4 stars · 5 forks | No one-command install · Source | |
| 242 | 63.003 | you922-telegrammcp · auth | Integrates with Telegram through multiple authentication methods including QR code, phone number, and web-based login flows to enable comprehensive… | 19 stars | No commit datelisted | No one-command install · Source |
| 243 | 62.046 | basketeermcp · auth | Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and on-pack nutrition (search and rank by macros + micros). Catalogue +… | 8 stars · 2 forks | No one-command install · Source | |
| 243 | 62.046 | cobuterman-eclass-uoamcp · auth | Integrates with Open eClass platform to enable course access and management through UoA's SSO authentication system, providing tools for login, course… | 8 stars · 2 forks | No one-command install · Source | |
| 243 | 62.046 | pantheon-security-chrome-securemcp · auth | Security-hardened Chrome automation with post-quantum encryption and secure credential vault | 8 stars · 2 forks | No one-command install · Source | |
| 243 | 62.046 | bayinl-dida365mcp · auth | Integrates with Dida365 (TickTick China) task management platform to create, read, update, and delete tasks and projects with OAuth 2.0… | 8 stars · 2 forks | No one-command install · Source | |
| 243 | 62.046 | tiovikram-x-commcp · auth | Integrates with X.com's API v2 through OAuth 2.0 authentication to provide complete post management capabilities including creation, deletion, search… | 8 stars · 2 forks | No one-command install · Source | |
| 248 | 62.026 | socialgpt-mcpmcp · auth | Brings social media analytics and content intelligence into any MCP-compatible AI agent, enabling analysis of your own videos, competitor research… | 10 stars · 1 fork | No one-command install · Source | |
| 248 | 62.026 | mag-cie-microsoft-todomcp · auth | Unofficial Microsoft To Do integration via Microsoft Graph with MSAL device code authentication. | 10 stars · 1 fork | No one-command install · Source | |
| 248 | 62.026 | dida-mcp-servermcp · auth | Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags through the MCP protocol, with features for GTD-based task organization and… | 10 stars · 1 fork | No one-command install · Source | |
| 251 | 61.362 | nlobbymcp · auth | Integrates with N Lobby school portal through browser-based authentication to provide secure access to academic data including news, announcements… | 6 stars · 4 forks | No one-command install · Source | |
| 252 | 60.677 | xcatchermcp · auth | High-throughput Twitter/X crawling with authenticated XLSX export | 9 stars · 1 fork | No one-command install · Source | |
| 252 | 60.677 | navvimcp · auth | Gives your AI agent a persistent browser identity with anti-detection, credential vault, and multi-persona support for automated web browsing, login… | 9 stars · 1 fork | No one-command install · Source | |
| 252 | 60.677 | build-in-public-mcp-servermcp · auth | Enables sharing coding progress on Twitter by analyzing sessions and generating tweet suggestions, with tools for posting tweets, threads, and OAuth… | 9 stars · 1 fork | No one-command install · Source | |
| 255 | 60.344 | trackmagemcp · auth | Integrates with TrackMage's shipment tracking and order management platform using OAuth2 authentication to provide real-time delivery status… | 2 stars · 5 forks | No one-command install · Source | |
| 256 | 60.262 | darrenjrobinson-entra-newsmcp · auth | Searchable knowledge base over the Entra.news newsletter archive covering Microsoft Entra identity features, announcements, and community tools. | 7 stars · 2 forks | No one-command install · Source | |
| 256 | 60.262 | x-mcp-2-0mcp · auth | Enables users to interact with X/Twitter via Claude, allowing posting tweets, searching, liking, retweeting, and more using OAuth 2.0 PKCE… | 7 stars · 2 forks | No one-command install · Source | |
| 256 | 60.262 | tb0hdan-wassmcp · auth | Integrates Nikto and Wapiti vulnerability scanners with persistent execution history for conducting authorized penetration testing and maintaining… | 7 stars · 2 forks | No one-command install · Source | |
| 259 | 60.035 | panossalt-mcp-gatewaymcp · auth | Production gateway platform connecting AI assistants to databases with authentication, RBAC, and audit logging. | 6 stars · 3 forks | No one-command install · Source | |
| 259 | 60.035 | bernerspace-slackmcp · auth | Integrates with Slack workspaces through OAuth 2.0 authentication and JWT-based client identification to provide messaging, channel management, file… | 6 stars · 3 forks | No one-command install · Source | |
| 261 | 59.854 | chrisdbaldwin-masquesidentity · auth | Use when an agent needs to put on a temporary role — a bundle of intent, context and lens — for one task and take it off afterwards. | 14 stars | No one-command install · Source | |
| 262 | 59.040 | imphillip-soultavernidentity · auth | Use when you have character cards from the roleplay ecosystem and want them as SOUL.md personas an agent runtime can load. | 13 stars | No one-command install · Source | |
| 263 | 59.029 | cloud-harness-mcpmcp · auth | Enables AI clients to securely operate isolated coding workspaces with file, command, Git, and deployment tools via authenticated remote MCP. | 8 stars · 1 fork | No one-command install · Source | |
| 263 | 59.029 | pipepie-pipepiemcp · auth | Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to inspect requests, replay webhooks, trace AI pipelines… | 8 stars · 1 fork | No one-command install · Source | |
| 263 | 59.029 | anand-kamble-instagrammcp · auth | Integrates with Instagram to enable profile viewing, content discovery, timeline browsing, story access, post interactions, commenting, and user… | 8 stars · 1 fork | No one-command install · Source | |
| 266 | 58.969 | pouyanafisi-gmailmcp · auth | Integrates with Gmail through OAuth2 authentication | 4 stars · 4 forks | No one-command install · Source | |
| 266 | 58.969 | osdeibi-typebotmcp · auth | Integrates with Typebot's chatbot platform using workspace tokens for authentication to enable management of chatbot workflows and bot instances. | 4 stars · 4 forks | No one-command install · Source | |
| 268 | 58.185 | structured-world-gitlabmcp · auth | Connects AI agents to GitLab API with 44 tools across 18 entity types, CQRS architecture, and OAuth 2.1 support | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | gitbridge-mcpmcp · auth | A production-ready MCP bridge server connecting Claude Chat to any GitHub repository for file operations, issue management, and code search via OAuth… | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | sunilp-aipidentity · auth | Use when an agent's identity must carry across both MCP and agent-to-agent calls under one delegable scheme. | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | zhihu-mcpmcp · auth | Enables AI assistants to directly operate Zhihu, including login, publishing articles and videos, searching content, getting recommendations, and… | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | rustsandbox-gmailmcp · auth | Provides a clean interface for accessing Gmail emails through OAuth2 authentication, automatically handling authentication flows and processing HTML… | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | elizabethsiegle-scrape-and-analyze-websitemcp · auth | Enables website analysis and content extraction using Cloudflare Workers, providing tools to scrape, summarize, and answer questions about web pages… | 6 stars · 2 forks | No one-command install · Source | |
| 268 | 58.185 | pmarkowsky-santa-binary-authorizationmcp · auth | Enables security professionals to interact with Santa binary authorization system for macOS, providing tools to query status, sync rules, retrieve… | 6 stars · 2 forks | No one-command install · Source | |
| 275 | 57.754 | aeoess-agent-passportmcp · auth | Ed25519 identity, delegation, governance, and commerce infrastructure for autonomous agents. | 3 stars · 4 forks | No one-command install · Source | |
| 275 | 57.754 | shcallaway-gmailmcp · auth | Integrates with Gmail for inbox access, message search, thread management, label operations, draft creation, and email actions like archiving and… | 3 stars · 4 forks | No one-command install · Source | |
| 275 | 57.754 | dkmaker-function-app-testermcp · auth | Enables testing of Azure Function Apps through a command-line interface supporting various HTTP methods, custom headers, and multiple authentication… | 3 stars · 4 forks | No one-command install · Source | |
| 278 | 57.364 | agent-sudo-mcpmcp · auth | Local zero-trust permission gateway for AI agents. Enforces policy-based tool authorization, human approvals, scoped permissions, and… | 5 stars · 3 forks | No one-command install · Source | |
| 278 | 57.364 | atomic-crm-mcpmcp · authalso listed as marmelab-atomic-crm | MCP server for Atomic CRM that enables agents to read and write CRM data via SQL queries, with OAuth authentication and Row Level Security enforced. | 5 stars · 3 forks | No one-command install · Source | |
| 278 | 57.364 | rafliruslan-ticktickmcp · auth | Integrates with TickTick task management service to create, update, delete, and retrieve tasks and projects with OAuth and username/password… | 5 stars · 3 forks | No one-command install · Source | |
| 278 | 57.364 | google-sheetsmcp · auth | Integrates with Google Sheets to enable spreadsheet creation, editing, and formatting capabilities through specialized Python tools built with FastMCP… | 5 stars · 3 forks | No one-command install · Source | |
| 283 | 57.311 | productclank-mcp-servermcp · auth | Enables AI assistants to launch community growth campaigns, boost posts with real engagement, and manage content campaigns via ProductClank, with… | 11 stars | No one-command install · Source | |
| 284 | 57.245 | mcp-authentikmcp · authalso listed as samik081-authentik | MCP server for Authentik identity management, enabling natural language management of users, groups, applications, flows, policies, providers, and… | 7 stars · 1 fork | No one-command install · Source | |
| 284 | 57.245 | amirf194-wingfootidentity · auth | Use when your agent keeps getting blocked by sites and you need it to present a verifiable bot identity and be told why it failed. | 7 stars · 1 fork | No one-command install · Source | |
| 284 | 57.245 | identity-aware-mcp-server-with-azure-cosmos-dbmcp · auth | A Python MCP server that authenticates users via Microsoft Entra ID, stores per-user data in Azure Cosmos DB, and provides admin tools based on Entra… | 7 stars · 1 fork | No one-command install · Source | |
| 284 | 57.245 | wanghaibo10-reqablemcp · auth | Exposes Reqable's captured HTTP traffic to AI agents with 13 tools for request inspection, JWT decoding, and network flow analysis. | 7 stars · 1 fork | No one-command install · Source | |
| 289 | 56.206 | janschmiedgen-muralmcp · auth | Integrates with Mural's collaborative visual workspace platform through OAuth 2.0 authentication to manage workspaces, rooms, murals, sticky notes… | 2 stars · 4 forks | No one-command install · Source | |
| 290 | 55.515 | onelogin-mcpmcp · auth | OneLogin API integration for user, app, role, and authentication management. | 5 stars · 2 forks | No one-command install · Source | |
| 290 | 55.515 | commercial-creatormcp · auth | Enables AI agents to produce video commercials from product descriptions via a multi-stage pipeline with human-in-the-loop approval gates and explicit… | 5 stars · 2 forks | No one-command install · Source | |
| 290 | 55.515 | lgndluke-rei3-ticketsmcp · auth | Integrates with REI3 ticketing system to provide ticket creation, worklog management, information retrieval, and closure operations with configurable… | 5 stars · 2 forks | No one-command install · Source | |
| 290 | 55.515 | syumai-opgenmcp · auth | Generates secure passwords with configurable character sets or word combinations, automatically copying results to the clipboard for seamless… | 5 stars · 2 forks | No one-command install · Source | |
| 294 | 55.238 | tickerr-live-statusmcp · auth | Real-time status, pricing, and inference latency for 90+ AI tools. Agent-reported failure signals with live fallback routing. No auth required. | 3,625 installs | No commit datelisted | No one-command install · Source |
| 295 | 55.168 | ahtishamdilawar-nuces-flexmcp · auth | Automates access to NUCES FLEX Student Portal using Selenium authentication and session management to retrieve academic data including attendance… | 6 stars · 1 fork | No one-command install · Source | |
| 295 | 55.168 | grahac-googlemcp · auth | Gmail and Google Calendar MCP server with OAuth2 refresh tokens and multi-account support. | 6 stars · 1 fork | No one-command install · Source | |
| 297 | 54.833 | janusmcpmcp · auth | Local, open-source multi-account MCP broker — one endpoint, every account. Add credentials once and switch identity without reconnecting, from any LLM… | 9 stars | No one-command install · Source | |
| 297 | 54.833 | paymanai-sigilumidentity · auth | Use when an agent's identity has to leave an auditable trail rather than just gate a request. | 9 stars | No one-command install · Source | |
| 297 | 54.833 | mcp-memory-servicemcp · auth | Provides intelligent, persistent memory for AI assistants with semantic search, natural language queries, and OAuth-based team collaboration, enabling… | 9 stars | No one-command install · Source | |
| 300 | 53.877 | designforyou-2mcp · auth | Generate finished, on-brand designs from a prompt - logos, social posts, app-store screenshots, comic pages, and visual-novel sprite sheets. Browse… | 3,340 installs | No commit datelisted | 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.