Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 801 | 67.778 | nable-finops-mcpmcp · devops | Local-first FinOps MCP server. Ask about your AWS, Azure, GCP, and SaaS costs in plain English. Anomaly detection, rightsizing, idle-resource cleanup… | 17 stars · 1 fork | No one-command install · Source | |
| 802 | 67.900 | deployhqmcp · devops | Interact with DeployHQ deployments for project management, deployment history, and status monitoring | 13 stars · 2 forks | No one-command install · Source | |
| 803 | 67.900 | dickiedyce-obsidian-climcp · search | Wraps the official Obsidian CLI for note management, search, metadata, tasks, and templates in Obsidian vaults. | 13 stars · 2 forks | No one-command install · Source | |
| 804 | 67.906 | tcsavage-obsidian-indexmcp · search | Integrates Obsidian vaults with semantic search capabilities, enabling context-aware retrieval of personal knowledge. | 9 stars · 5 forks | No one-command install · Source | |
| 805 | 67.906 | bsmi021-node-omnibusmcp · back-end | Enables AI-assisted Node.js and TypeScript development optimized for popular frameworks, offering code generation, debugging, and project management… | 9 stars · 5 forks | No one-command install · Source | |
| 806 | 67.906 | nano-banana-mcpmcp · back-end | MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with support for reference images, task management, and GCS integration. | 9 stars · 5 forks | No one-command install · Source | |
| 807 | 67.906 | tylerilunga-procore-mcp-servermcp · back-end | MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering… | 9 stars · 5 forks | No one-command install · Source | |
| 808 | 68.021 | rakeshgangwar-formula-one-racing-datamcp · observability | Provides Formula One racing data through FastF1 Python library, enabling access to race calendars, event information, session results, driver… | 11 stars · 3 forks | No one-command install · Source | |
| 809 | 68.063 | mstfe-google-tasksmcp · back-end | Integrates with the Google Tasks API to provide structured task management capabilities for creating, listing, updating, and toggling tasks in default… | 7 stars · 6 forks | No one-command install · Source | |
| 810 | 68.063 | xuanxt-atlassian-cloudmcp · other | Integrates with Atlassian Cloud (Confluence and Jira) to provide comprehensive workspace management with full CRUD operations on pages, issues… | 7 stars · 6 forks | No one-command install · Source | |
| 811 | 68.063 | atlassian-mcpmcp · back-end | MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage pages, issues, sprints, boards, and backlogs. | 7 stars · 6 forks | No one-command install · Source | |
| 812 | 68.220 | google-calendar-mcp-server-2mcp · back-end | Enables AI assistants to manage Google Calendar events, check availability, and handle scheduling tasks through natural language. | 10 stars · 4 forks | No one-command install · Source | |
| 813 | 68.220 | lifeup-mcpmcp · back-end | Enables Claude to interact with LifeUp Cloud API on your local network for task management, achievements, and user information. Supports 20 tools… | 10 stars · 4 forks | No one-command install · Source | |
| 814 | 68.220 | derekprovance-lifeupmcp · other | Connects to LifeUp gamification app on Android devices over local network to manage tasks, achievements, shop items, and track user progress for… | 10 stars · 4 forks | No one-command install · Source | |
| 815 | 68.220 | danedens-fastmcp-todomcp · database | Integrates with MongoDB and MQTT to enable real-time task management, distribution, and updates for collaborative workflows and automation. | 10 stars · 4 forks | No one-command install · Source | |
| 816 | 68.315 | orchard-mcpmcp · back-end | MCP server for Apple Calendar, Mail, Reminders, and Files on macOS using native frameworks. | 18 stars · 1 fork | No one-command install · Source | |
| 817 | 68.509 | mcp-lightragmcp · other | Enables AI assistants to interact with LightRAG knowledge graphs, supporting smart upsert for Obsidian vaults, semantic queries, and document/graph… | 8 stars · 6 forks | No one-command install · Source | |
| 818 | 68.571 | google-supermcp · observability | Google Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for… | 4,730 installs | No commit datelisted | No one-command install · Source |
| 819 | 68.715 | jay4242-goose-extensionsmcp · search | Extends Goose AI assistant with five specialized servers for Plex Media Server interaction, Rotten Tomatoes scraping, eBay sales data retrieval… | 14 stars · 2 forks | No one-command install · Source | |
| 820 | 68.715 | safx-backlogmcp · github-vcs | Integrates with Backlog project management platform to provide issue tracking, project metadata retrieval, user management, and file operations across… | 14 stars · 2 forks | No one-command install · Source | |
| 821 | 69.000 | farmerajf-apple-remindersmcp · other | Native Swift integration with Apple Reminders for comprehensive task management via EventKit on macOS | 12 stars · 3 forks | No one-command install · Source | |
| 822 | 69.053 | upvote-club-mcp-appsmcp · front-end | Provides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude. | 41 stars | No one-command install · Source | |
| 823 | 69.255 | ramidecodes-notionmcp · back-end | Integrates with the Notion API to enable searching, querying databases, managing pages and blocks, and handling users and comments for content… | 10 stars · 5 forks | No one-command install · Source | |
| 824 | 69.255 | flint-notemcp · search | Agent-first note-taking application that provides complete access to a structured note management system with wikilink support, hybrid search… | 10 stars · 5 forks | No one-command install · Source | |
| 825 | 69.349 | milkosten-task-mastermcp · back-end | Integrates with an external task API to provide CRUD operations for task management, enabling natural language interactions for task creation… | 11 stars · 4 forks | No one-command install · Source | |
| 826 | 69.349 | devroopsaha744-texmcpmcp · back-end | An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates… | 11 stars · 4 forks | No one-command install · Source | |
| 827 | 69.349 | mcp-xraymcp · back-end | A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray API, enabling safe and configurable access to Xray Server+DC via… | 11 stars · 4 forks | No one-command install · Source | |
| 828 | 69.349 | microsoft-planner-mcp-servermcp · back-end | An unofficial MCP server that connects AI assistants to Microsoft Planner, enabling natural language task management such as creating tasks… | 11 stars · 4 forks | No one-command install · Source | |
| 829 | 69.349 | mmatczuk-jiramcp · front-end | Integrates with Jira using 3 focused tools designed for minimal context overhead in issue management. | 11 stars · 4 forks | No one-command install · Source | |
| 830 | 69.392 | tbensonwest-loxo-recruitmentmcp · back-end | Integrates with Loxo's recruitment platform API to streamline hiring processes through automated candidate tracking, job matching, and task… | 5 stars · 7 forks | No one-command install · Source | |
| 831 | 69.545 | graphmemorymcp · search | An MCP server that builds a semantic graph memory from a project directory, indexing documentation and code into graph structures and exposing 70+ MCP… | 15 stars · 2 forks | No one-command install · Source | |
| 832 | 69.750 | velesnitski-youtrackmcp · other | Provides comprehensive access to YouTrack for issue tracking, agile boards, time tracking, and knowledge base management. | 13 stars · 3 forks | No one-command install · Source | |
| 833 | 69.786 | memory-pickle-mcpmcp · ai-agents | Project management and session memory for AI agents that provides 13 tools for tracking projects, tasks, and context during AI coding sessions. | 21 stars · 1 fork | No one-command install · Source | |
| 834 | 69.986 | things-mcpmcp · back-end | An MCP server that integrates with the Things productivity app to create, update, and manage todos and projects using its URL scheme. | 10 stars · 6 forks | No one-command install · Source | |
| 835 | 69.986 | jimfilippou-things-mcpmcp · back-end | A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This… | 10 stars · 6 forks | No one-command install · Source | |
| 836 | 69.986 | sunwood-ai-labs-github-kanbanmcp · back-end | Integrates with GitHub's API to enable Kanban-style project management and issue tracking for streamlined software development workflows. | 10 stars · 6 forks | No one-command install · Source | |
| 837 | 70.060 | samcfinan-linearmcp · back-end | Integrates with Linear's project management API to enable creation, viewing, updating, and management of projects, initiatives, and issues for… | 6 stars · 7 forks | No one-command install · Source | |
| 838 | 70.210 | storks-obsidian-climcp · search | Comprehensive Obsidian vault management through the official CLI with 54 tools for files, search, tasks, tags, plugins, and workspaces. | 16 stars · 2 forks | No one-command install · Source | |
| 839 | 70.210 | alvin0412-structuredmcp · back-end | MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration. | 16 stars · 2 forks | No one-command install · Source | |
| 840 | 70.210 | hieuchaydi-decisiongraphmcp · github-vcs | Engineering decision memory system capturing decisions from GitHub, Slack, Jira, and Git with pre-change guardrails. | 16 stars · 2 forks | No one-command install · Source | |
| 841 | 70.210 | obsidian-cli-restmcp · back-end | Enables programmatic control of Obsidian vaults via REST API and MCP server for automation and AI assistant integration. | 16 stars · 2 forks | No one-command install · Source | |
| 842 | 70.328 | honeybluesky-apple-remembersmcp · ai-agents | Enables AI assistants to access and save memories from Apple Notes on remote macOS systems via SSH connections, providing memory recall for notes… | 12 stars · 4 forks | No one-command install · Source | |
| 843 | 70.328 | roland0511-feishu-projmcp · back-end | Integrates with Feishu Project management API, enabling direct interaction with project data, tasks, and resources through environment variable… | 12 stars · 4 forks | No one-command install · Source | |
| 844 | 70.328 | atimelogger-mcp-servermcp · back-end | Enables Claude to manage ATimeLogger time tracking: start/stop/pause activities, log intervals, and get reports via natural language. | 12 stars · 4 forks | No one-command install · Source | |
| 845 | 70.383 | geropl-linearmcp · search | Integrates with Linear's issue tracking system, enabling creation, updating, and searching of issues, as well as managing comments and user… | 11 stars · 5 forks | No one-command install · Source | |
| 846 | 70.476 | outlookmcp · comms | Read and send emails, manage calendar events, and organize contacts. Search messages, handle attachments, and schedule meetings. | 4,896 installs | No commit datelisted | No one-command install · Source |
| 847 | 70.564 | martinqi826-dida-mcpmcp · auth | [Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task management. 13 tools for projects, tasks, tags, and habits with OAuth… | 14 stars · 3 forks | No one-command install · Source | |
| 848 | 70.564 | timetree-mcp-servermcp · back-end | Unofficial MCP server for accessing and managing TimeTree calendar data, including events, memos, and comments, with secure email/password… | 14 stars · 3 forks | No one-command install · Source | |
| 849 | 71.077 | dxheroes-jira-linearmcp · search | Integrates with Jira and Linear issue tracking systems to enable retrieval and interaction with tickets directly within conversations, eliminating… | 13 stars · 4 forks | No one-command install · Source | |
| 850 | 71.077 | yodakeisuke-micromanagemcp · github-vcs | Task management system that visualizes development work as interactive flowcharts, enabling structured breakdown of tickets into minimal PRs and… | 13 stars · 4 forks | No one-command install · Source | |
| 851 | 71.077 | obsidian-pkmmcp · ai-agents | This MCP server enables Claude to interact with an Obsidian vault for persistent, structured memory, providing tools for note creation, semantic… | 13 stars · 4 forks | No one-command install · Source | |
| 852 | 71.077 | obsidian-mcp-server-3mcp · back-end | Enables external applications to interact with an Obsidian vault through MCP tools, including semantic search and file operations. | 13 stars · 4 forks | No one-command install · Source | |
| 853 | 71.115 | hainanzhao-gitlab-jiramcp · back-end | Integrates GitLab and Jira APIs to enable merge request reviews, pipeline management, issue tracking, and ticket operations with unified search… | 11 stars · 6 forks | No one-command install · Source | |
| 854 | 71.115 | edrich13-jiramcp · auth | Connects to self-hosted Jira instances using Personal Access Token authentication | 11 stars · 6 forks | No one-command install · Source | |
| 855 | 71.363 | mcp-gsuite-enhancedmcp · back-end | Comprehensive MCP server for Google Workspace with complete Gmail API coverage (27 tools) and Google Calendar integration with automatic Google Meet… | 12 stars · 5 forks | No one-command install · Source | |
| 856 | 71.363 | yii2-mcp-servermcp · back-end | Enables database schema inspection, Yii2 console command execution, and project management tools for Yii2 framework via Claude Code. | 12 stars · 5 forks | No one-command install · Source | |
| 857 | 71.379 | adrian-harvestmcp · other | Integrates with Harvest's time tracking and project management features, enabling natural language interactions for managing projects, tracking time… | 5 stars · 8 forks | No one-command install · Source | |
| 858 | 71.394 | apple-calendarsmcp · back-end | Provides a TypeScript-based server for reading, creating, updating, and deleting macOS calendar events through a local HTTP bridge, enabling seamless… | 15 stars · 3 forks | No one-command install · Source | |
| 859 | 71.394 | keshrath-agent-tasksmcp · ai-agents | Pipeline task management for AI agents with stages, dependencies, artifacts, and claiming. | 15 stars · 3 forks | No one-command install · Source | |
| 860 | 71.394 | agent-tasksmcp · ai-agents | Enables pipeline-driven task management for AI coding agents, with stage-gated workflows, dependency tracking, artifact versioning, and multi-agent… | 15 stars · 3 forks | No one-command install · Source | |
| 861 | 71.394 | obsidian-everywheremcp · search | Enables Claude clients to interact with an Obsidian vault as a knowledge graph, supporting full-text search, backlink traversal, neighborhood… | 15 stars · 3 forks | No one-command install · Source | |
| 862 | 71.437 | gianlucamazza-python-toolboxmcp · other | Integrates Python development tools for file operations, code analysis, project management, and safe code execution, enabling advanced programming… | 9 stars · 7 forks | No one-command install · Source | |
| 863 | 71.864 | ezrag-mcp-servermcp · search | Provides semantic search and keyword search over Obsidian notes, along with direct note retrieval, allowing external AI agents to query and access the… | 19 stars · 2 forks | No one-command install · Source | |
| 864 | 71.864 | agentic-calmcp · comms | Unified email and calendar management with AI agent, supporting email operations, calendar availability, and time blocking via MCP tools. | 19 stars · 2 forks | No one-command install · Source | |
| 865 | 71.892 | vaultforgemcp · back-end | An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-ranked search, vault theme mapping, and 27 tools for managing notes… | 14 stars · 4 forks | No one-command install · Source | |
| 866 | 71.892 | obsidian-mcp-server-4mcp · back-end | Connects Claude.ai to your local Obsidian vault for full CRUD access, search, and daily note creation via the Model Context Protocol. | 14 stars · 4 forks | No one-command install · Source | |
| 867 | 71.892 | maxkuminov-obsidian-mcpmcp · database | Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0… | 14 stars · 4 forks | No one-command install · Source | |
| 868 | 72.056 | sjotie-notionmcp · back-end | Integrates with the Notion API to enable database and page management operations, including listing databases, querying and creating pages, updating… | 11 stars · 7 forks | No one-command install · Source | |
| 869 | 72.056 | edicarloslds-businessmapmcp · other | Integrates with BusinessMap's Kanban platform to enable complete project management operations including card creation, workflow tracking, custom… | 11 stars · 7 forks | No one-command install · Source | |
| 870 | 72.644 | hermes-second-brainmcp · comms | Enables capturing, searching, and organizing Obsidian notes from Telegram via Hermes Agent (MCP). | 17 stars · 3 forks | No one-command install · Source | |
| 871 | 72.644 | scopegatemcp · comms | Granular permission gateway for MCP agents with per-agent scopes for Google Drive, Gmail, and Calendar. | 17 stars · 3 forks | No one-command install · Source | |
| 872 | 72.843 | eyaab-cv-resume-buildermcp · github-vcs | Automatically generates professional CVs and resumes by aggregating data from git commits, Jira tickets, Credly badges, and LinkedIn profiles to… | 13 stars · 6 forks | No one-command install · Source | |
| 873 | 72.926 | ob-smart-connections-mcpmcp · search | Enables AI agents to find semantic connections and perform text searches in Obsidian vaults using the Smart Connections plugin data. | 14 stars · 5 forks | No one-command install · Source | |
| 874 | 73.146 | tranzact-tempo-fillermcp · back-end | Integrates with Atlassian Tempo's time tracking API to retrieve, create, and delete JIRA worklogs with support for bulk operations and automated… | 5 stars · 9 forks | No one-command install · Source | |
| 875 | 73.154 | bazylhorsey-obsidianmcp · search | Integrates with Obsidian vaults to provide knowledge graph analysis, note creation and editing, template management, tag-based searching, and Canvas… | 22 stars · 2 forks | No one-command install · Source | |
| 876 | 73.165 | tt-wang-cortex-pluginmcp · ai-agents | Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed… | 32 stars · 1 fork | No one-command install · Source | |
| 877 | 73.182 | smith-and-web-obsidian-mcp-servermcp · ai-agents | SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations… | 18 stars · 3 forks | No one-command install · Source | |
| 878 | 73.387 | noteplan-mcp-servermcp · back-end | Enables AI assistants to manage NotePlan notes, tasks, calendar events, reminders, and plugins through natural language. | 16 stars · 4 forks | No one-command install · Source | |
| 879 | 73.756 | yuvalsuede-claudiamcp · ai-agents | AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP… | 15 stars · 5 forks | No one-command install · Source | |
| 880 | 73.756 | wmoto-ai-outlook-toolsmcp · search | Integrates with Microsoft Outlook on Windows to search Exchange directories for user information and manage calendar appointments including creation… | 15 stars · 5 forks | No one-command install · Source | |
| 881 | 73.761 | jikime-google-toolboxmcp · auth | Integrates with Google services including Gmail, Calendar, Drive, and Search through OAuth 2.0 authentication, enabling email management, scheduling… | 10 stars · 8 forks | No one-command install · Source | |
| 882 | 73.761 | tegwin-autotask-psamcp · other | Integrates with Autotask PSA platform for ticket management, company and contact operations, time tracking, and resource management with automatic… | 10 stars · 8 forks | No one-command install · Source | |
| 883 | 73.813 | kornbed-jiramcp · other | Provides a TypeScript-based integration with Jira, enabling direct interaction with tickets through standardized tools for developers and project… | 6 stars · 9 forks | No one-command install · Source | |
| 884 | 74.286 | freema-jiramcp · back-end | Manages Jira issues, projects, and boards via the Atlassian Jira REST API. | 14 stars · 7 forks | No one-command install · Source | |
| 885 | 74.332 | taiga-mcp-servermcp · back-end | Enables natural language interaction with Taiga project management systems, allowing management of projects, sprints, user stories, tasks, and issues… | 7 stars · 9 forks | No one-command install · Source | |
| 886 | 74.510 | louis030195-easy-obsidian-mcpmcp · search | Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem… | 18 stars · 4 forks | No one-command install · Source | |
| 887 | 74.510 | riocloud-readermcp · back-end | Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouTube, Reddit, etc.) via a unified API. Supports multi-format output… | 18 stars · 4 forks | No one-command install · Source | |
| 888 | 74.652 | rpgmakerultimate-mcpmcp · front-end | Model Context Protocol server for RPG Maker MV project management. Provides 102 tools for actors, classes, skills, items, weapons, armors, enemies… | 21 stars · 3 forks | No one-command install · Source | |
| 889 | 74.714 | google-workspace-mcp-server-2mcp · back-end | Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sheets, Drive, Gmail, Calendar, Slides, and Forms. | 3 stars · 12 forks | No one-command install · Source | |
| 890 | 74.783 | google-mcp-remotemcp · auth | Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Tasks, YouTube, Contacts) via OAuth-authenticated Cloudflare Workers… | 14 stars · 8 forks | No one-command install · Source | |
| 891 | 74.920 | google-calendarmcp · other | Schedule events, check availability, and manage calendars. Create meetings, set reminders, and coordinate across time zones. | 7,794 installs | No commit datelisted | No one-command install · Source |
| 892 | 75.006 | jagoff-memomcp · ai-agents | Persistent local semantic memory for AI agents using MLX on Apple Silicon, with Obsidian-compatible markdown storage. | 17 stars · 5 forks | No one-command install · Source | |
| 893 | 75.041 | cexll-bmadmcp · ai-agents | Orchestrates agile development workflows by integrating business requirements with development processes to streamline project management and delivery… | 19 stars · 4 forks | No one-command install · Source | |
| 894 | 75.117 | bart6114-bear-notesmcp · database | Provides read-only access to Bear note-taking app's SQLite database for searching and retrieving notes and tags through local Node.js server tools. | 15 stars · 7 forks | No one-command install · Source | |
| 895 | 75.153 | jxnl-apple-native-applicationsmcp · comms | Enables AI interaction with macOS native applications through AppleScript for tasks like managing contacts, notes, emails, reminders, calendar events… | 16 stars · 6 forks | No one-command install · Source | |
| 896 | 75.190 | warzuponus-jiramcp · other | Enables interaction with JIRA tasks and workflows for automated project management and intelligent task tracking. | 9 stars · 9 forks | No one-command install · Source | |
| 897 | 75.190 | karbassi-ticktickmcp · other | Full-featured integration with TickTick for tasks, projects, habits, focus timers, tags, filters, and calendar management. | 9 stars · 9 forks | No one-command install · Source | |
| 898 | 75.528 | rjhalvorson-skylightmcp · other | Connects AI assistants to Skylight family calendars for managing events, chores, grocery lists, and rewards. | 10 stars · 9 forks | No one-command install · Source | |
| 899 | 75.544 | michaelpryor-trellomcp · auth | Manages Trello boards, lists, cards, labels, checklists, and custom fields via hosted OAuth endpoint. | 18 stars · 5 forks | No one-command install · Source | |
| 900 | 75.737 | gh-1alexandrer-moodlemcp · other | Integrates Moodle LMS with AI assistants, providing 13 tools for accessing courses, assignments, grades, quizzes, forum discussions, and calendar… | 17 stars · 6 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.