Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | 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 | |
| 301 | 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 | |
| 303 | 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 | |
| 303 | 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 | |
| 303 | 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 | |
| 306 | 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 | |
| 306 | 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 | |
| 308 | 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 | |
| 309 | 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 | |
| 309 | 71.394 | agent-tasksmcp · ai-agentsalso listed as keshrath-agent-tasks | 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 | |
| 309 | 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 | |
| 313 | 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 | |
| 314 | 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 | |
| 314 | 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 | |
| 316 | 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 | |
| 316 | 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 | |
| 318 | 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 | |
| 318 | 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 | |
| 318 | 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 | |
| 318 | 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 | |
| 322 | 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 | |
| 322 | 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 | |
| 324 | 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 |
| 325 | 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 | |
| 326 | 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 | |
| 326 | 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 | |
| 326 | 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 | |
| 329 | 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 | |
| 329 | 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 | |
| 329 | 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 | |
| 329 | 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 | |
| 333 | 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 | |
| 334 | 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 | |
| 334 | 69.986 | jimfilippou-things-mcpmcp · back-endalso listed as things-mcp | 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 | |
| 337 | 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 | |
| 338 | 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 | |
| 339 | 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 | |
| 340 | 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 | |
| 341 | 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 | |
| 341 | 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 | |
| 341 | 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 | |
| 341 | 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 | |
| 341 | 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 | |
| 346 | 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 | |
| 346 | 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 | |
| 348 | 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 | |
| 349 | 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 | |
| 350 | 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 | |
| 350 | 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 | |
| 352 | 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 |
| 353 | 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 | |
| 354 | 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 | |
| 355 | 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 | |
| 355 | 68.220 | derekprovance-lifeupmcp · otheralso listed as lifeup-mcp | 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 | |
| 355 | 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 | |
| 359 | 68.063 | atlassian-mcpmcp · back-endalso listed as xuanxt-atlassian-cloud | 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 | |
| 359 | 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 | |
| 362 | 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 | |
| 363 | 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 | |
| 363 | 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 | |
| 363 | 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 | |
| 363 | 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 | |
| 367 | 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 | |
| 367 | 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 | |
| 369 | 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 | |
| 370 | 67.544 | webviziomcp · browser | Integrates with Webvizio's project management platform to provide task tracking, project selection, detailed task information retrieval, log analysis… | 6 stars · 6 forks | No one-command install · Source | |
| 370 | 67.544 | niondigital-mocomcp · other | Integrates with MOCO's time tracking and project management platform to provide conversational access to activities, projects, holidays, presences… | 6 stars · 6 forks | No one-command install · Source | |
| 372 | 67.193 | aliasunder-vault-cortexmcp · ai-agents | Obsidian vault MCP server with search, memory, link graph, and 23 tools. OAuth-protected. | 16 stars · 1 fork | No one-command install · Source | |
| 372 | 67.193 | lazy-llms-project-management-mcp-servermcp · ai-agents | Enables LLM agents to manage projects, track issues, log work, and integrate with Git. Provides 23 MCP tools for full project management capabilities. | 16 stars · 1 fork | No one-command install · Source | |
| 374 | 67.151 | temporal-cortexmcp · devops | Open scheduling infrastructure that gives agents autonomous scheduling capabilities across Google Calendar and Outlook with contact resolution… | 12 stars · 2 forks | No one-command install · Source | |
| 375 | 66.893 | mlorentedev-hivemcp · github-vcs | On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit… | 10 stars · 3 forks | No one-command install · Source | |
| 375 | 66.893 | feishu-user-mcpmcp · back-end | MCP server enabling Feishu/Lark operations including messaging as user, document management, spreadsheets, knowledge base, calendar, tasks, and OKR… | 10 stars · 3 forks | No one-command install · Source | |
| 375 | 66.893 | mcp-google-tools-servermcp · back-end | A full-featured Model Context Protocol server that gives AI assistants real-time access to Google Workspace services including Drive, Gmail, Calendar… | 10 stars · 3 forks | No one-command install · Source | |
| 375 | 66.893 | apple-calendar-mcpmcp · back-endalso listed as egorkurito-apple-calendar | MCP server for Apple Calendar via native EventKit API with proper recurring event support. | 10 stars · 3 forks | No one-command install · Source | |
| 375 | 66.893 | rstudio-mcp-servermcp · back-end | Enables AI assistants to deeply integrate with RStudio for environment management, code execution, project management, and package management. | 10 stars · 3 forks | No one-command install · Source | |
| 381 | 66.871 | obsidian-local-rest-apimcp · back-end | Bridges Obsidian vaults through the Local REST API, enabling intelligent note management, knowledge discovery, and conversational access to personal… | 9 stars · 4 forks | No one-command install · Source | |
| 381 | 66.871 | taskwarrior-mcp-servermcp · back-end | MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task management, GTD workflow, and habit tracking. | 9 stars · 4 forks | No one-command install · Source | |
| 381 | 66.871 | snowild-redminemcp · back-end | Integrates with Redmine project management systems through REST API to enable issue creation, updates, querying, and project coordination through… | 9 stars · 4 forks | No one-command install · Source | |
| 384 | 66.528 | port-experimental-portmcp · ai-agents | Integrates with Port.io's API to enable AI-assisted task management and workflow orchestration through authentication, prompt triggering, and response… | 15 stars · 1 fork | No one-command install · Source | |
| 384 | 66.528 | shuntaka9576-calendar-to-promptmcp · back-end | Integrates with calendar APIs to fetch event data and generate context-aware prompts, enabling automated scheduling assistance and task management. | 15 stars · 1 fork | No one-command install · Source | |
| 386 | 66.258 | pdogra1299-jiramcp · back-end | Integrates with Jira Cloud REST API v3 to enable issue creation, updates, searching with JQL, comment management, workflow transitions, user lookup… | 8 stars · 5 forks | No one-command install · Source | |
| 386 | 66.258 | browser-history-analysismcp · browser | Analyzes local Firefox and Chrome browser history to provide productivity insights, browsing pattern analysis, and session categorization across 12+… | 8 stars · 5 forks | No one-command install · Source | |
| 388 | 65.698 | godmodeai2025-apple-datamcp · back-end | Native macOS MCP server for read-only access to Apple platform data including mail, calendar, contacts, and notes. | 14 stars · 1 fork | No one-command install · Source | |
| 388 | 65.698 | arslan8122-clickupmcp · other | Manages ClickUp tasks, time tracking, and standup posts via natural language through AI assistants. | 14 stars · 1 fork | No one-command install · Source | |
| 390 | 65.543 | hiveforge-hivemindmcp · other | Transforms Obsidian worldbuilding vaults into queryable knowledge graphs with automatic entity detection and relationship mapping. | 9 stars · 3 forks | No one-command install · Source | |
| 390 | 65.543 | obsidian-vectorize-mcpmcp · database | Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serverless platform for cost-effective vector embeddings and AI-powered… | 9 stars · 3 forks | No one-command install · Source | |
| 390 | 65.543 | fastmcp-gsuitemcp · back-end | MCP server for interacting with Google Gmail and Calendar via natural language, supporting multiple accounts. | 9 stars · 3 forks | No one-command install · Source | |
| 390 | 65.543 | ronantakizawa-browser-history-searchmcp · browser | Provides secure access to browsing history from major browsers across all platforms with specialized tools for searching by terms, retrieving recent… | 9 stars · 3 forks | No one-command install · Source | |
| 390 | 65.543 | obsidian-ai-curatormcp · ai-agents | An MCP server that gives Claude AI direct access to your Obsidian vault, enabling natural language search, note creation, file management, and… | 9 stars · 3 forks | No one-command install · Source | |
| 390 | 65.543 | notion-mcp-integrationmcp · ai-agents | Enables Claude to manage a personal todo list in Notion, with capabilities to add, view, and complete tasks. | 9 stars · 3 forks | No one-command install · Source | |
| 396 | 65.223 | yidianyiko-ticktickmcp · search | Integrates with TickTick task management platform to create, update, delete, and search tasks and projects with priority filtering, due date queries… | 8 stars · 4 forks | No one-command install · Source | |
| 397 | 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 | |
| 397 | 65.138 | infinitiq-jiramcp · back-end | Integrates with Jira's REST API to enable natural language management of projects, issues, and workflows through tools for searching, creating, and… | 7 stars · 5 forks | No one-command install · Source | |
| 399 | 65.105 | kittyclawmcp · back-end | Self-hosted kanban board that dispatches AI agent fleets against tickets. The embedded Streamable HTTP /mcp endpoint exposes 7 tools to list projects… | 24 stars | No one-command install · Source | |
| 400 | 65.043 | cortex-mcp-servermcp · ai-agents | Provides persistent memory and task management for coding agents via MCP tools, enabling mid-session recall and capture of durable knowledge. | 10 stars · 2 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.