Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 98.9680 | aipotheosis-labs-acimcp · auth | Connects your AI agents to 600+ tool integrations with multi-tenant auth and granular permissions. | 4,888 stars · 483 forks | No one-command install · Source | |
| 2 | 98.7633 | metorial-metorialmcp · auth | 🎖️ 📇 ☁️ Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included | 3,355 stars · 364 forks | No one-command install · Source | |
| 3 | 98.4537 | korotovsky-slack-conversationsmcp · auth | Bridges AI with Slack's messaging platform, enabling access to conversation history from channels through secure authentication and flexible transport… | 1,808 stars · 366 forks | No one-command install · Source | |
| 4 | 98.1315 | nspady-google-calendarmcp · auth | Integrates with Google Calendar to enable natural language querying, event creation, and calendar management using the Google Calendar API and OAuth… | 1,179 stars · 327 forks | No one-command install · Source | |
| 5 | 98.1127 | nictuku-meta-adsmcp · auth | Provides a bridge to Facebook's Marketing API for analyzing ad campaigns, reviewing creatives, and monitoring metrics through secure OAuth… | 1,225 stars · 271 forks | No one-command install · Source | |
| 6 | 97.9223 | xing5-google-sheetsmcp · auth | Integrates with Google Drive and Google Sheets to create, read, update, and manage spreadsheets with support for both OAuth and service account… | 994 stars · 241 forks | No one-command install · Source | |
| 7 | 97.4562 | irinabuht12-oss-google-meta-ads-ga4mcp · auth | Manage Google Ads, Meta Ads, and Google Analytics 4 from AI assistants with 250+ tools and OAuth 2.1 authentication. | 1,294 stars · 58 forks | No one-command install · Source | |
| 8 | 97.4039 | reddit-buddymcp · auth | Provides clean access to Reddit's public API through specialized tools for browsing subreddits, searching content, retrieving posts with comments… | 809 stars · 98 forks | No one-command install · Source | |
| 9 | 97.1090 | xero-accountingmcp · auth | Provides a bridge to the Xero accounting API, enabling financial data interactions and accounting operations through OAuth2 custom connections for… | 358 stars · 180 forks | No one-command install · Source | |
| 10 | 96.9083 | marcelmarais-spotifymcp · auth | Integrates with Spotify to enable music playback control, playlist management, and track searching through OAuth authentication and a lightweight… | 443 stars · 143 forks | No one-command install · Source | |
| 11 | 96.1731 | jacepark12-ticktickmcp · auth | Integrates with TickTick task management API for creating, reading, updating, and deleting tasks and projects with OAuth2 authentication and secure… | 298 stars · 104 forks | No one-command install · Source | |
| 12 | 95.9957 | claudexormcp · auth | MCP control plane for Claude Code, Codex, Cursor, and OpenCode. Supports opt-in quota-aware rotation across multiple native Claude Code or Codex… | 427 stars · 40 forks | No one-command install · Source | |
| 13 | 95.8008 | inditextech-teamsmcp · auth | Integrates with Microsoft Teams to enable reading messages, creating threads, replying to messages, and mentioning team members through Azure bot… | 394 stars · 37 forks | No one-command install · Source | |
| 14 | 95.6379 | atomic-mail-agenticmcp · auth | Read and write email through the Atomic Mail from an AI agent. Handles proof-of-work authentication and JMAP so the agent thinks in JMAP method calls… | 264 stars · 66 forks | No one-command install · Source | |
| 15 | 95.6016 | crowdstrike-falconmcp · auth | Connect with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors… | 243 stars · 80 forks | No one-command install · Source | |
| 16 | 95.4784 | grafbase-nexusmcp · auth | AI gateway that aggregates multiple MCP servers and LLM providers through a unified HTTP interface with JWT authentication, rate limiting, and tool… | 435 stars · 27 forks | No one-command install · Source | |
| 17 | 95.1648 | gmail-mcp-server-artymclabin-forkmcp · auth | Lean Gmail MCP server with auto authentication, attachments, thread operations, filter management, and configurable OAuth scopes. Actively maintained… | 231 stars · 55 forks | No one-command install · Source | |
| 18 | 95.0041 | jordanburke-redditmcp · auth | Integrates with Reddit's API to provide read and write access for fetching posts, comments, user profiles, subreddit information, searching content… | 239 stars · 41 forks | No one-command install · Source | |
| 19 | 94.8733 | jamsusmaximus-trainingpeaksmcp · auth | Integrates with TrainingPeaks through cookie-based authentication to access workout data, personal records, and fitness metrics for endurance sports… | 150 stars · 69 forks | No one-command install · Source | |
| 20 | 94.3906 | roomi-fields-notebooklmmcp · auth | Integrates with Google NotebookLM through browser automation to enable document analysis, question answering, and notebook library management with… | 171 stars · 53 forks | No one-command install · Source | |
| 21 | 94.2849 | jimprosser-obsidian-webmcp · auth | Remote Obsidian vault access over HTTPS with OAuth 2.0 authentication and Cloudflare Tunnel security. | 165 stars · 53 forks | No one-command install · Source | |
| 22 | 94.2028 | eliasbiondo-linkedinmcp · auth | Extracts LinkedIn profile data, company information, and job postings through browser automation with authenticated sessions and configurable section… | 182 stars · 37 forks | No one-command install · Source | |
| 23 | 94.1626 | huccihuang-bilibili-searchmcp · auth | Enables search across Bilibili's Chinese video platform through a lightweight FastMCP interface that retrieves video content, user information, and… | 190 stars · 33 forks | No one-command install · Source | |
| 24 | 94.1066 | alexei-led-aws-climcp · auth | Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using existing AWS credentials… | 185 stars · 33 forks | No one-command install · Source | |
| 25 | 93.8917 | armorwallet-cryptomcp · auth | Enables direct blockchain operations, crypto trading, and wallet management through the Armor Wallet API with JWT authentication and detailed logging… | 179 stars · 30 forks | No one-command install · Source | |
| 26 | 93.7350 | gomarble-google-adsmcp · auth | Integrates with Google Ads API to list accounts, execute GAQL queries, and generate keyword ideas with search volume and competition metrics through… | 142 stars · 48 forks | No one-command install · Source | |
| 27 | 93.5189 | e2a-mcpmcp · auth | Authenticated email service MCP for AI agents. | 184 stars · 23 forks | No one-command install · Source | |
| 28 | 93.3512 | luyike221-xiaohongshumcp · auth | Automates Xiaohongshu (Little Red Book) interactions through browser automation with persistent cookie-based authentication for social media content… | 144 stars · 33 forks | No one-command install · Source | |
| 29 | 92.7403 | miromcp · auth | Connect AI coding tools to Miro boards for diagram generation, code creation, and visual collaboration through OAuth-secured access. | 155 stars · 20 forks | No one-command install · Source | |
| 30 | 92.7335 | aikts-yandex-trackermcp · auth | Integrates with Yandex Tracker for comprehensive issue management, queue operations, user management, and project data access with OAuth 2.0… | 113 stars · 36 forks | No one-command install · Source | |
| 31 | 92.6999 | jdez427-claude-ipcmcp · auth | Enables secure inter-process communication between multiple AI instances running on the same machine through TCP socket-based message brokering… | 133 stars · 25 forks | No one-command install · Source | |
| 32 | 92.6571 | qzclimcp · auth | Enables managing OpenI platform resources (login, query nodes, submit jobs, view logs) via natural language in Claude or Codex, following a… | 123 stars · 28 forks | No one-command install · Source | |
| 33 | 92.5638 | illuminaresolutions-n8nmcp · auth | Bridges Claude with n8n automation workflows, enabling direct creation, execution, and management of workflows, credentials, and enterprise features… | 119 stars · 28 forks | No one-command install · Source | |
| 34 | 92.3881 | zencoderai-slackmcp · auth | Integrates with Slack workspaces to enable complete messaging operations including channel management, message posting, thread replies, reactions, and… | 75 stars · 41 forks | No one-command install · Source | |
| 35 | 92.2405 | nirholas-three-wsmcp · auth | 3D AI agent platform for browsers with avatar management, LLM integration, on-chain identity, and OAuth 2.1 MCP access. | 108 stars · 28 forks | No one-command install · Source | |
| 36 | 92.2195 | salesforce-platformmcp · auth | Provides secure access to Salesforce CRM data, invocable actions, analytics, and industry cloud features through 11 hosted remote server types with… | 133 stars · 19 forks | No one-command install · Source | |
| 37 | 92.1549 | ubie-slackmcp · auth | Enables AI interaction with Slack workspaces through nine tools for channel management, messaging, user profiles, and reactions using both Bot and… | 110 stars · 26 forks | No one-command install · Source | |
| 38 | 91.9685 | howardzhangdqs-wechat-botmcp · auth | Enables AI agents to send and receive WeChat messages through QR code authentication and long-polling message retrieval. | 108 stars · 24 forks | No one-command install · Source | |
| 39 | 91.8530 | elyxlz-microsoft-365mcp · auth | Integrates with Microsoft 365 services including Outlook, Calendar, OneDrive, and Contacts to enable email management, calendar operations, file… | 56 stars · 40 forks | No one-command install · Source | |
| 40 | 91.6778 | fr0ster-sap-abap-adtmcp · auth | Full CRUD access to SAP ABAP repositories via ADT for on-premise ECC/S4HANA and BTP ABAP Cloud systems with JWT/XSUAA and service-key authentication. | 94 stars · 28 forks | No one-command install · Source | |
| 41 | 91.6156 | quantgeekdev-coincap-mcpmcp · auth | Access cryptocurrency price data without authentication. | 93 stars · 28 forks | No one-command install · Source | |
| 42 | 91.3990 | naptha-http-oauth-auth0mcp · auth | Provides secure OAuth 2.0 authentication for MCP implementations with flexible token storage and horizontal scalability through Auth0 integration. | 107 stars · 18 forks | No one-command install · Source | |
| 43 | 91.0668 | patdolitse-engrammcp · auth | Provides a persistent identity layer for AI tools with tools for user profiles, lessons, and decisions. | 157 stars · 10 forks | No one-command install · Source | |
| 44 | 90.9074 | the-momentum-fhir-healthcaremcp · auth | Integrates with FHIR healthcare systems and medical document repositories to provide natural language access to electronic health records, clinical… | 98 stars · 17 forks | No one-command install · Source | |
| 45 | 90.5209 | cupofowls-krogermcp · auth | Integrates with Kroger's grocery shopping API to enable store location management, product search with pricing and aisle information, cart operations… | 70 stars · 29 forks | No one-command install · Source | |
| 46 | 90.3727 | khengyun-notebooklmmcp · auth | Automates Google NotebookLM interactions through browser automation using Selenium, enabling chat message sending, AI response retrieval, notebook… | 85 stars · 17 forks | No one-command install · Source | |
| 47 | 90.1875 | baryhuang-headless-gmailmcp · auth | Enables headless Gmail access by separating credential storage from implementation, allowing clients to complete OAuth flows independently and pass… | 55 stars · 29 forks | No one-command install · Source | |
| 48 | 90.0120 | iceener-spotify-streamablemcp · auth | Integrates with Spotify's Web API through OAuth 2.1 authentication to provide music control and discovery capabilities including searching catalogs… | 79 stars · 17 forks | No one-command install · Source | |
| 49 | 89.9110 | ztxtxwd-open-feishu-mcp-servermcp · auth | A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu… | 85 stars · 14 forks | No one-command install · Source | |
| 50 | 89.7144 | wechat-official-accountmcp · auth | Integrates with WeChat Official Account API to enable OAuth authentication, draft article creation, media upload and management, and direct publishing… | 64 stars · 26 forks | No one-command install · Source | |
| 51 | 89.2850 | kuudoai-amazon-adsmcp · auth | Integrates with Amazon Advertising API to enable campaign management, performance reporting, profile handling, and DSP operations with pluggable… | 67 stars · 18 forks | No one-command install · Source | |
| 52 | 89.0741 | non-dirty-imap-emailmcp · auth | Provides robust email interaction capabilities through IMAP, enabling advanced email retrieval, searching, and management with first-class support for… | 59 stars · 24 forks | No one-command install · Source | |
| 53 | 89.0032 | htlin222-openevidencemcp · auth | Queries the OpenEvidence medical evidence platform using browser cookie authentication. | 71 stars · 14 forks | No one-command install · Source | |
| 54 | 88.9724 | infisical-secrets-managementmcp · auth | Provides a secure bridge to the Infisical secrets management platform, enabling operations like creating, updating, and retrieving secrets without… | 61 stars · 20 forks | No one-command install · Source | |
| 55 | 88.9130 | remnusmcp · auth | Notion-like workspace of pages and customizable databases with a remote MCP server (OAuth 2.1 + PKCE, scoped read/write tokens, full audit log). 14… | 70 stars · 14 forks | No one-command install · Source | |
| 56 | 88.7656 | jkoelker-schwabmcp · auth | Bridges Claude with Schwab API for accessing financial account information, stock quotes, and transaction history through OAuth authentication and… | 60 stars · 19 forks | No one-command install · Source | |
| 57 | 88.5989 | iceener-linear-streamablemcp · auth | Integrates with Linear project management platform using OAuth2 authentication to provide comprehensive issue, project, team, comment, and cycle… | 71 stars · 12 forks | No one-command install · Source | |
| 58 | 88.5827 | yunfeizhu-email-imap-smtpmcp · auth | Provides IMAP/SMTP email access for reading messages and sending emails with secure connection support and environment-based credential management. | 46 stars · 24 forks | No one-command install · Source | |
| 59 | 88.4750 | sap-notesmcp · auth | Integrates with SAP's knowledge base using certificate authentication and browser automation to search and retrieve SAP Notes and technical articles… | 56 stars · 20 forks | No one-command install · Source | |
| 60 | 88.4657 | shreyaskarnik-huggingfacemcp · auth | Provides direct access to thousands of Hugging Face models and resources with optional authentication, enabling natural language processing and image… | 72 stars · 11 forks | No one-command install · Source | |
| 61 | 88.2523 | anwerj-youtube-uploadermcp · auth | Provides OAuth2-authenticated YouTube video uploading with automatic token management, channel retrieval, and comprehensive metadata configuration for… | 52 stars · 22 forks | No one-command install · Source | |
| 62 | 88.1447 | jtalk22-slackmcp · auth | Extracts browser session tokens from Chrome to enable full Slack workspace access including DMs, channels, message history, and search without… | 30 stars · 25 forks | No one-command install · Source | |
| 63 | 88.1393 | mcp-oauth2-1-with-aws-cognito-examplemcp · auth | Demonstrates how to secure an MCP server with OAuth 2.1 using AWS Cognito, with support for dynamic client registration and client ID metadata… | 68 stars · 11 forks | No one-command install · Source | |
| 64 | 88.0102 | yuhuacheng-tidal-musicmcp · auth | Integrates with TIDAL music streaming service, enabling authentication, playlist management, and personalized music recommendations through natural… | 45 stars · 22 forks | No one-command install · Source | |
| 65 | 87.7457 | ifmelate-n8n-workflow-buildermcp · auth | Integrates with n8n workflow automation platform to enable natural language workflow creation, management, and deployment with encrypted credential… | 52 stars · 17 forks | No one-command install · Source | |
| 66 | 87.6261 | ms-365-21v-mcp-servermcp · auth | Enables MCP-enabled AI clients to access Microsoft 365 operated by 21Vianet (China) through Microsoft Graph, supporting email, calendar, OneDrive… | 99 stars · 6 forks | No one-command install · Source | |
| 67 | 87.5670 | mcp-googlemcp · auth | Exposes 25 tools for Claude Code across Gmail, Calendar, Drive, Docs, Sheets, and Slides. Supports multi-account, local-first, encrypted OAuth tokens. | 98 stars · 6 forks | No one-command install · Source | |
| 68 | 87.5619 | google-apps-scriptmcp · auth | Integrates with Google Apps Script API through 17 specialized tools for project management, deployment operations, content updates, version control… | 53 stars · 15 forks | No one-command install · Source | |
| 69 | 87.0725 | algovate-xiaohongshumcp · auth | Integrates with XiaoHongShu (Little Red Book) through browser automation to enable authentication, content discovery, social interaction, and… | 54 stars · 12 forks | No one-command install · Source | |
| 70 | 86.9792 | mcp-remotemcp · auth | Bridge that lets stdio-only MCP clients connect to remote MCP servers with OAuth and other auth support, enabling local clients to use remote… | 53 stars · 12 forks | No one-command install · Source | |
| 71 | 86.9413 | takumi0706-google-calendar8068mcp · auth | Integrates with Google Calendar to enable retrieving, creating, updating, and deleting calendar events through OAuth2 authentication and local token… | 58 stars · 10 forks | No one-command install · Source | |
| 72 | 86.9244 | vorimmcp · auth | Identity and trust layer for autonomous AI agents — cryptographic identity, permission management, audit trails, and behavioral trust scoring. | 73 stars · 7 forks | No one-command install · Source | |
| 73 | 86.8707 | nissand-whoopmcp · auth | Integrates with WHOOP fitness API to provide access to user profiles, physiological cycles, recovery data, sleep tracking, and workout analysis… | 15 stars · 26 forks | No one-command install · Source | |
| 74 | 86.6478 | webscraping-aimcp · auth | Integrates with Instagram through the private API to provide authentication, profile management, content discovery, and automated engagement actions… | 45 stars · 16 forks | No one-command install · Source | |
| 75 | 86.4956 | firstorderai-authenticatormcp · auth | Provides secure access to two-factor authentication codes and passwords stored in the Authenticator App, enabling seamless login assistance across… | 45 stars · 15 forks | No one-command install · Source | |
| 76 | 86.4508 | aptro-zerodhamcp · auth | Integrates with Zerodha trading platform to enable authentication, portfolio management, order placement, market data retrieval, and SIP setup for… | 46 stars · 14 forks | No one-command install · Source | |
| 77 | 85.9202 | kollektiv-document-managementmcp · auth | Enables AI to search and analyze user-uploaded documents through Kollektiv's document management system with secure OAuth authentication and natural… | 61 stars · 7 forks | No one-command install · Source | |
| 78 | 85.6395 | composiomcp · auth | Provides each user in a shared channel with their own authenticated tools (e.g., Gmail, Outlook, GitHub) via Composio's Tool Router, handling per-user… | 1 star · passed install test | No one-command install · Source | |
| 79 | 85.5175 | christophenglisch-keycloak-adminmcp · auth | Integrates with Keycloak Admin to provide streamlined user and realm management operations for identity and access control automation. | 46 stars · 10 forks | No one-command install · Source | |
| 80 | 85.2418 | abuiles-codex-whatsapp-relaymcp · auth | Bridge WhatsApp messaging to Codex with QR auth and voice note support. | 42 stars · 11 forks | No one-command install · Source | |
| 81 | 84.5607 | srikanth-paladugula-dynamics365mcp · auth | Integrates with Microsoft Dynamics 365 CRM to retrieve and manage business data including user information, accounts, opportunities, and record… | 21 stars · 17 forks | No one-command install · Source | |
| 82 | 84.4817 | pdmtt-brazilian-legal-precedentsmcp · auth | Provides automated access to Brazilian legal precedents from the Supreme Federal Court, Superior Court of Justice, and Superior Labor Court using web… | 35 stars · 13 forks | No one-command install · Source | |
| 83 | 84.4243 | openevidence-mcpmcp · auth | Connects OpenEvidence to MCP clients for authenticated research queries using your browser session. | 41 stars · 9 forks | No one-command install · Source | |
| 84 | 84.2254 | vitalio-thunderbirdmcp · auth | Full read/write email access for AI agents via Mozilla Thunderbird, with zero credential exposure. | 40 stars · 9 forks | No one-command install · Source | |
| 85 | 84.2252 | ymw0407-auth-fetch-mcpmcp · auth | Fetch content from login-protected web pages (Notion, Google Docs, Jira, Confluence, etc.) by opening a real browser for authentication with… | 36 stars · 11 forks | No one-command install · Source | |
| 86 | 83.9523 | rishipradeep-think41-google-workspacemcp · auth | Integrates with Google Workspace to enable email management and calendar operations through Gmail and Calendar APIs, requiring OAuth authentication… | 27 stars · 15 forks | No one-command install · Source | |
| 87 | 83.9257 | hellotinah-google-workspacemcp · auth | Integrates with Google Workspace to provide OAuth2-authenticated access to Sheets and Forms APIs for creating, reading, and managing spreadsheets and… | 36 stars · 10 forks | No one-command install · Source | |
| 88 | 83.8175 | cisco-supportmcp · auth | Integrates with Cisco's Support APIs to search bug databases, retrieve case information, and access product lifecycle data with OAuth2 authentication… | 33 stars · 12 forks | No one-command install · Source | |
| 89 | 83.5879 | thoughtspotmcp · auth | OAuth-based analytics data querying from ThoughtSpot instances | 33 stars · 11 forks | No one-command install · Source | |
| 89 | 83.5879 | thedigitalninja-fitbitmcp · auth | Integrates with Fitbit to provide access to personal health data including weight measurements, sleep logs, and profile information through OAuth 2.0… | 33 stars · 11 forks | No one-command install · Source | |
| 91 | 83.4860 | nahmanmate-better-authmcp · auth | Integrates with Better-Auth to simplify authentication processes. | 41 stars · 7 forks | No one-command install · Source | |
| 92 | 83.3722 | outlook-classic-mcpmcp · auth | Enables MCP-aware agents to interact with the classic Outlook desktop client for mail, calendar, contacts, tasks, and Out-of-Office settings via the… | 29 stars · 14 forks | No one-command install · Source | |
| 93 | 83.3703 | verygoodplugins-evernotemcp · auth | Evernote note management with OAuth authentication and ENML format conversion. | 32 stars · 11 forks | No one-command install · Source | |
| 94 | 82.7139 | vakharwalad23-google-mcpmcp · auth | Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication… | 21 stars · 14 forks | No one-command install · Source | |
| 94 | 82.7139 | marcolooy-pega-dxmcp · auth | Integrates with Pega Infinity's DX APIs to enable conversational case management and workflow automation through OAuth2 authentication, supporting… | 21 stars · 14 forks | No one-command install · Source | |
| 96 | 82.6927 | kernelmcp · auth | Integrates with Kernel platform's cloud deployment and browser automation services to enable app deployment with dependency resolution, browser… | 32 stars · 9 forks | No one-command install · Source | |
| 97 | 82.6093 | descope-authenticationmcp · auth | Integrates with Descope's authentication platform to enable natural language-driven user management, authentication flows, and access control… | 36 stars · 7 forks | No one-command install · Source | |
| 98 | 82.6076 | super-i-tech-plexusmcp · auth | Multi-tenant OAuth framework that provides secure user authentication, encrypted API key management, and tenant-scoped tool access controls for… | 30 stars · 10 forks | No one-command install · Source | |
| 99 | 82.5449 | siva010928-multi-chatmcp · auth | Integrates with Google Chat API to send messages, search conversations, manage spaces, and retrieve user information with OAuth 2.0 authentication… | 27 stars · 13 forks | No one-command install · Source | |
| 100 | 82.4686 | ticktick-mcp-enhancedmcp · auth | 基于滴答清单官方API的本地MCP服务，通过自然语言管理待办事项、创建和查询任务，支持OAuth认证和高级筛选。 | 33 stars · 8 forks | 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.