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 | 99.413 | auto-claudeworkflow · ai-agents | An autonomous multi-agent coding framework built on the Claude Agent SDK that plans, builds and validates software across the development life cycle… | 14,545 stars · 1,917 forks | No one-command install · Source | |
| 2 | 99.269 | fullstack-dev-skillsskill · ai-agents | A Claude Code plugin with 65 skills for full-stack development across many frameworks, 9 workflow commands for Jira and Confluence, and a… | 11,283 stars · 1,080 forks | No one-command install · Source | |
| 3 | 98.478 | cjo4m06-mcp-shrimp-task-managermcp · ai-agents | A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency… | 2,148 stars · 255 forks | No one-command install · Source | |
| 4 | 98.039 | rinadelph-agent-mcpmcp · ai-agents | A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG… | 1,295 stars · 180 forks | No one-command install · Source | |
| 5 | 97.467 | alioshr-memory-bankmcp · ai-agents | Transforms file-based memory banks into a centralized, remotely accessible service for multi-project management with consistent structure and… | 919 stars · 86 forks | No one-command install · Source | |
| 6 | 97.173 | tuanle96-mcp-odoomcp · ai-agents | Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 24 tools across read, write (approval-token gated), diagnose, migrate… | 400 stars · 184 forks | No one-command install · Source | |
| 7 | 97.150 | mem-agent-mcpmcp · ai-agents | MCP server for the driaforall/mem-agent model that enables interaction with an obsidian-like memory system through apps like Claude Desktop or LM… | 627 stars · 100 forks | No one-command install · Source | |
| 8 | 96.475 | simoneworkflow · ai-agents | A broader project management workflow for Claude Code that encompasses not just a set of commands, but a system of documents, guidelines, and… | 558 stars · 46 forks | No one-command install · Source | |
| 9 | 95.036 | mumcp · ai-agents | Mu is an MCP server and web app that provides agents and humans access to real-world services like news, web search, mail, markets, weather, video… | 425 stars · 21 forks | No one-command install · Source | |
| 10 | 93.757 | kanban-tuimcp · ai-agents | MCP server for kanban-tui, a terminal-based task manager, that exposes task, board, and column management commands for AI agents to interact with. | 279 stars · 16 forks | No one-command install · Source | |
| 11 | 93.583 | a2a-bridgemcp · ai-agents | Bridges Google's Agent-to-Agent protocol with MCP, enabling agent discovery, registration, message sending, and task management through protocol… | 148 stars · 38 forks | No one-command install · Source | |
| 12 | 93.036 | systemprompt-code-orchestratormcp · ai-agents | Orchestrates Claude Code CLI and Gemini CLI sessions to perform complex coding tasks through unified task management, agent coordination, and progress… | 140 stars · 28 forks | No one-command install · Source | |
| 13 | 92.957 | kryptobaseddev-cleomcp · ai-agents | Task management protocol for solo developers and AI coding agents with CQRS pattern. | 160 stars · 21 forks | No one-command install · Source | |
| 14 | 91.294 | hive-academy-anubismcp · ai-agents | Orchestrates AI coding workflows through role-based agents that transition between specialized responsibilities (orchestrator, architect, developer… | 124 stars · 14 forks | No one-command install · Source | |
| 15 | 89.901 | 8bitgentleman-activitywatchmcp · ai-agents | Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and… | 72 stars · 20 forks | No one-command install · Source | |
| 16 | 89.233 | kanban-mcp-2mcp · ai-agents | An MCP server that provides a database-backed kanban board with 40+ tools for AI agents to track issues, features, todos, epics, and diary entries… | 80 stars · 12 forks | No one-command install · Source | |
| 17 | 87.694 | roadmap-skillmcp · ai-agents | Enables AI agents and humans to collaboratively plan and manage tasks with a shared kanban and dependency graph, all stored locally. | 77 stars · 8 forks | No one-command install · Source | |
| 18 | 87.601 | chriscarrollsmith-taskqueuemcp · ai-agents | Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval checkpoints, and… | 70 stars · 9 forks | No one-command install · Source | |
| 19 | 86.613 | telamcp · ai-agents | Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text +… | 69 stars · 7 forks | No one-command install · Source | |
| 20 | 85.101 | eyalzh-kanbanmcp · ai-agents | Task management system for complex multi-session workflows, structured as kanban boards with columns and tasks that maintain state between AI agent… | 41 stars · 11 forks | No one-command install · Source | |
| 21 | 84.015 | rhoai-mcp-servermcp · ai-agents | An MCP server that enables AI agents to interact with Red Hat OpenShift AI environments, providing tools for project management, workbench operations… | 9 stars · 21 forks | No one-command install · Source | |
| 22 | 83.889 | google-workspace-mcpmcp · ai-agents | MCP server that enables Claude to interact with Google Workspace services including Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts. | 38 stars · 9 forks | No one-command install · Source | |
| 23 | 83.589 | philflowio-davmcp · ai-agents | AI-orchestrated calendars, contacts, and tasks across any CalDAV/CardDAV platform — 26 field-agnostic tools. | 31 stars · 13 forks | No one-command install · Source | |
| 24 | 83.216 | mcp-arenamcp · ai-agents | A production-ready Python library for building MCP servers with agent orchestration and domain-specific presets for platforms like GitHub, Slack, and… | 9 stars · 19 forks | No one-command install · Source | |
| 25 | 82.910 | cove-book-forge-mcpmcp · ai-agents | Turns PDF or EPUB books into reusable AI analysis, Obsidian notes, and agent Skills that can be installed into Codex, Claude Code, or other MCP… | 33 stars · 9 forks | No one-command install · Source | |
| 26 | 82.607 | yunaga224-obsidian-memorymcp · ai-agents | Stores conversation memories as Obsidian-compatible Markdown files with YAML frontmatter and [[link]] syntax, enabling knowledge graph visualization… | 30 stars · 10 forks | No one-command install · Source | |
| 27 | 81.774 | vault-as-mcpmcp · ai-agents | An Obsidian plugin that runs an MCP server, enabling external LLM tools to read, search, create, and modify notes in your vault via HTTP or stdio… | 39 stars · 5 forks | No one-command install · Source | |
| 28 | 80.829 | anton15k-wiki-agentmcp · ai-agents | MCP server for personal wiki and knowledge management that converts URLs, PDFs, audio, and video into Obsidian notes. | 34 stars · 5 forks | No one-command install · Source | |
| 29 | 80.214 | 9ninety-notesmcp · ai-agents | Integrates note-taking capabilities with AI models using TypeScript and DynamoDB for persistent memory and context management in applications. | 36 stars · 4 forks | No one-command install · Source | |
| 30 | 79.931 | rps321321-obsidian-mcp-promcp · ai-agents | Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-text search, note CRUD, frontmatter queries, tag management, backlinks… | 30 stars · 5 forks | No one-command install · Source | |
| 31 | 79.359 | enquire-mcpmcp · ai-agents | MCP server that exposes a local Obsidian vault as persistent, searchable memory for AI agents, with hybrid retrieval, reranker, and PDF support. | 32 stars · 4 forks | No one-command install · Source | |
| 32 | 79.223 | crowmcp · ai-agents | AI-powered project management with persistent memory, encrypted P2P sharing, and 20+ integrations, enabling your AI assistant to manage projects… | 22 stars · 8 forks | No one-command install · Source | |
| 33 | 78.805 | mokafari-orchestratormcp · ai-agents | Orchestrates distributed task management by coordinating workflows, enforcing dependencies, and tracking execution across instances for complex data… | 26 stars · 5 forks | No one-command install · Source | |
| 34 | 78.407 | planka-mcpmcp · ai-agents | MCP server enabling AI agents to manage PLANKA kanban boards with full CRUD support for cards, tasks, labels, comments, and lists. | 8 stars · 12 forks | No one-command install · Source | |
| 35 | 78.177 | yjcho9317-nworksmcp · ai-agents | NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly. | 24 stars · 5 forks | No one-command install · Source | |
| 36 | 77.862 | notioncode-mcpmcp · ai-agents | Bridges Notion AI models to coding environments like OpenCode, Claude Code, and Codex CLI, enabling local file operations and shell commands via MCP… | 20 stars · 7 forks | No one-command install · Source | |
| 37 | 77.771 | joehaddad2000-claude-todo-emulatormcp · ai-agents | Emulates Claude Code's task management system with persistent todo functionality, providing workspace-local storage and validation rules that ensure… | 26 stars · 4 forks | No one-command install · Source | |
| 38 | 76.445 | videonote-mcpmcp · ai-agents | MCP server that converts video links into AI-generated Markdown notes, with tools for task management, transcription engines, and LLM providers. | 52 stars · 1 fork | No one-command install · Source | |
| 39 | 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 | |
| 40 | 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 | |
| 41 | 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 | |
| 42 | 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 | |
| 43 | 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 | |
| 44 | 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 | |
| 46 | 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 | |
| 47 | 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 | |
| 48 | 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 | |
| 49 | 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 | |
| 49 | 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 | |
| 51 | 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 | |
| 52 | 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 | |
| 52 | 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 | |
| 54 | 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 | |
| 54 | 65.043 | synology-office-mcpmcp · ai-agents | Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and Calendar as structured tools for AI agents, enabling file, spreadsheet… | 10 stars · 2 forks | No one-command install · Source | |
| 56 | 64.619 | io-github-thehesiod-psquaremcp · ai-agents | Enables Claude to access ParentSquare school-parent communication platform, including feeds, calendar, conversations, and media files. | 6 stars · 5 forks | No one-command install · Source | |
| 57 | 62.046 | mindpmmcp · ai-agents | MCP server providing persistent project memory via SQLite, tracking tasks, decisions, notes, sessions, and context. Includes a Kanban board and… | 8 stars · 2 forks | No one-command install · Source | |
| 58 | 62.026 | exomemmcp · ai-agents | Durable memory with sources, proof, history, and review for MCP-capable agents. It turns a Markdown/Obsidian vault into a local knowledge substrate… | 10 stars · 1 fork | No one-command install · Source | |
| 59 | 60.677 | leixinsun-joplinmcp · ai-agents | Provides dual integration with Joplin note-taking app through Claude Code skills and a TypeScript MCP server for managing notes, notebooks, tags, and… | 9 stars · 1 fork | No one-command install · Source | |
| 60 | 60.317 | meeting-intelligence-apimcp · ai-agents | AI scheduling assistant for agents. Timezone conversion, public holidays for 100+ countries, business hours checker, multi-timezone meeting slot… | 3,031 installs | No commit datelisted | No one-command install · Source |
| 61 | 59.814 | deus-h-claudeus-planemcp · ai-agents | Integrates with Plane project management to enable direct creation, updating, and management of projects and issues without switching contexts. | 5 stars · 4 forks | No one-command install · Source | |
| 62 | 59.040 | dot-realitytest-obsidian-codex-mcpmcp · ai-agents | Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP clients. Works directly with markdown files, no Obsidian plugin, API… | 13 stars | No one-command install · Source | |
| 63 | 59.029 | lark-mcp-on-agentcoremcp · ai-agents | Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc.) for Amazon Quick Desktop, hosted on AWS Bedrock AgentCore with… | 8 stars · 1 fork | No one-command install · Source | |
| 63 | 59.029 | kanban-litemcp · ai-agents | MCP server for AI agents to manage a lightweight kanban board stored as markdown files, enabling task creation, updates, and column movements. | 8 stars · 1 fork | No one-command install · Source | |
| 65 | 58.969 | bit2beat-bitrix24-mcpmcp · ai-agents | MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat, business processes, telephony and product catalog. Built by… | 4 stars · 4 forks | No one-command install · Source | |
| 65 | 58.969 | ferrazpiai-ekytemcp · ai-agents | Integrates Claude and other AI assistants with the Ekyte task management and time-tracking platform for reading workspaces and recording hours. | 4 stars · 4 forks | No one-command install · Source | |
| 67 | 58.290 | seahorsemcp · ai-agents | Open memory standard for AI agents. Local-first, MCP-native, lives in your Obsidian vault. Bi-temporal markdown, hybrid retrieval, reproducible… | 12 stars | No one-command install · Source | |
| 68 | 58.185 | benhaotang-agents-mdmcp · ai-agents | Provide agents with a virtualized AGENTS.md and Kanban system. Can also spawn subagents for solving focused tasks. | 6 stars · 2 forks | No one-command install · Source | |
| 69 | 57.364 | rachitkumarrastogi-unitymcp · ai-agents | Unity project management with build automation, scene listing, and agent documentation. | 5 stars · 3 forks | No one-command install · Source | |
| 70 | 57.245 | notion-agent-hubmcp · ai-agents | An MCP server that connects AI assistants to Notion, enabling automated research, GitHub tracking, and content pipelines with human-in-the-loop… | 7 stars · 1 fork | No one-command install · Source | |
| 70 | 57.245 | owa-exchange-mcp-servermcp · ai-agents | MCP server for any Microsoft Exchange / OWA deployment. Gives LLM agents access to email, calendar, directory search, folders, availability, and… | 7 stars · 1 fork | No one-command install · Source | |
| 72 | 56.183 | gh-kagan-sh-kaganmcp · ai-agents | Terminal Kanban board that orchestrates autonomous and pair-mode coding agents across 14 supported providers. | 10 stars | No one-command install · Source | |
| 72 | 56.183 | writbasemcp · ai-agents | MCP-native task management for AI agent fleets with scoped permissions, inter-agent delegation, and full provenance tracking. | 10 stars | No one-command install · Source | |
| 74 | 55.515 | backloghq-backlogmcp · ai-agents | Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project… | 5 stars · 2 forks | No one-command install · Source | |
| 75 | 55.168 | coding-osmcp · ai-agents | MCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project… | 6 stars · 1 fork | No one-command install · Source | |
| 75 | 55.168 | widescreen-researchmcp · ai-agents | Orchestrates distributed research drones on Google Cloud Run, enabling scalable and bidirectional research task management. | 6 stars · 1 fork | No one-command install · Source | |
| 77 | 53.985 | blizzy78-task-managermcp · ai-agents | Provides structured task management with dependency tracking, complexity assessment, and automatic subtask decomposition for complex multi-step… | 4 stars · 3 forks | No one-command install · Source | |
| 78 | 53.186 | artelmcp · ai-agents | Self-hosted shared memory and coordination mesh for AI agent fleets, with semantic search, task management, and async messaging. | 8 stars | No one-command install · Source | |
| 79 | 52.498 | wechat-article-summarizermcp · ai-agents | MCP server that enables AI agents to fetch and summarize WeChat public articles, supporting export to HTML, Markdown, Obsidian, Notion, and OneNote. | 5 stars · 1 fork | No one-command install · Source | |
| 80 | 52.135 | activitywatch-mcp-servermcp · ai-agents | A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing LLMs like Claude to interact with your time tracking data. | 4 stars · 2 forks | No one-command install · Source | |
| 80 | 52.135 | obsidian-autom8mcp · ai-agents | Enables AI agents to remotely access and interact with Obsidian vaults via MCP, supporting note operations, tag management, graph queries, and command… | 4 stars · 2 forks | No one-command install · Source | |
| 82 | 51.401 | papimcp · ai-agents | A structured project memory MCP server that persists plans, builds, reviews, and decisions across AI coding sessions and tools, enabling continuous… | 7 stars | No one-command install · Source | |
| 83 | 49.118 | jp-liu-towermcp · ai-agents | AI task orchestration platform with Kanban board and 24 workspace management tools. | 4 stars · 1 fork | No one-command install · Source | |
| 83 | 49.118 | byaxe-keynote-mcpmcp · ai-agents | MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+… | 4 stars · 1 fork | No one-command install · Source | |
| 83 | 49.118 | madebygps-obsidian-diarymcp · ai-agents | Provides intelligent diary management for Obsidian vaults with template generation, reflection prompts based on recent entries, and automatic backlink… | 4 stars · 1 fork | No one-command install · Source | |
| 86 | 46.654 | opentoolmcp · ai-agents | OpenTool is an MCP server that provides AI agents with secure, authenticated access to a wide range of tools (GitHub, Notion, Slack, etc.) through a… | 5 stars | No one-command install · Source | |
| 87 | 44.256 | notion-local-mcp-easymcp · ai-agents | A Windows MCP server for personal Notion Agent integration, providing file read, search, and modification tools in a selected workspace, with an… | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | evc-team-relay-mcpmcp · ai-agents | Give AI agents read/write access to your Obsidian vault via MCP | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | zoho-projects-mcpmcp · ai-agents | Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking, and comments through natural language conversations. | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | todoist-mcpmcp · ai-agents | Enables Claude Desktop and other MCP clients to manage Todoist tasks, projects, and labels through natural language. | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | feishu-mcpmcp · ai-agents | Enables AI agents to control Feishu (Lark) through structured tools for messaging, calendar, tasks, and documents. | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | qxchuckle-project-managermcp · ai-agents | Project management capabilities for AI agents via Cursor, Claude Desktop, and other MCP clients. | 3 stars · 1 fork | No one-command install · Source | |
| 87 | 44.256 | ejb503-taskcheckermcp · ai-agents | Provides enterprise-grade task orchestration with intelligent evaluation scoring, session-based workflow tracking, and automatic cleanup for… | 3 stars · 1 fork | No one-command install · Source | |
| 94 | 43.275 | localterminal-litemcp · ai-agents | Bridges ChatGPT with local computer for controlled file and project management, featuring session-based collaboration and diff tracking. | 4 stars | No one-command install · Source | |
| 94 | 43.275 | mac-mcpmcp · ai-agents | A read-only MCP server that exposes data from native macOS apps (Mail, Notes, Calendar, Reminders, Contacts, Messages, Spotlight) to AI agents over… | 4 stars | No one-command install · Source | |
| 94 | 43.275 | blackbox-mcpmcp · ai-agents | Local-first FastMCP server for project context (scanning, memory, agent handoff) and configurable AI assistant delegation, supporting multiple… | 4 stars | No one-command install · Source | |
| 94 | 43.275 | agent-kanbanmcp · ai-agents | An AI-native kanban board MCP server where agents pull tasks via the Model Context Protocol. It provides tools for task discovery, claiming, progress… | 4 stars | No one-command install · Source | |
| 94 | 43.275 | notion-private-api-mcpmcp · ai-agents | Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Gives LLM agents full read/write access to the entire workspace — no… | 4 stars | No one-command install · Source | |
| 94 | 43.275 | qgis-mcp-codexmcp · ai-agents | Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operations, including project management, layer manipulation, and algorithm… | 4 stars | No one-command install · Source | |
| 94 | 43.275 | surfndev-petroglyphsmcp · ai-agents | Bridge iPad handwriting input with LLMs via image capture and Obsidian vault integration. | 4 stars | 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.