Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | 43.275 | a2a-mcp-demomcp · ai-agents | A2A and MCP agent demo showing integration with business systems | 4 stars | No one-command install · Source | |
| 101 | 43.275 | task-tracker-mcpmcp · ai-agents | A task management system for LLM-based agents that stores all tasks in a single tree, available immediately after the server starts. | 4 stars | No one-command install · Source | |
| 103 | 41.082 | sparksheets-sparksheets-mcpmcp · ai-agents | AI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude… | 1 star · 2 forks | No one-command install · Source | |
| 104 | 38.412 | corbym-backlog-mcpmcp · ai-agents | MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status… | 3 stars | No one-command install · Source | |
| 104 | 38.412 | google-workspace-mcp-with-scriptmcp · ai-agents | MCP server for Claude Code CLI that integrates with Google Workspace, enabling management of Docs, Sheets, Drive, Gmail, Calendar, and Apps Script. | 3 stars | No one-command install · Source | |
| 104 | 38.412 | mnemo-agent-memorymcp · ai-agents | A lightweight MCP memory engine for AI coding agents that provides zero-token-waste memory recall, knowledge graph management, and Obsidian-compatible… | 3 stars | No one-command install · Source | |
| 104 | 38.412 | agentled-mcp-servermcp · ai-agents | AI-native workflow orchestration with long-term memory, 100+ integrations, and unified credits. 32 MCP tools for building and running intelligent… | 3 stars | No one-command install · Source | |
| 104 | 38.412 | memxusmcp · ai-agents | One context engine for every AI. Persistent context from GitHub, Notion, and your decisions, delivered to Claude, ChatGPT, Cursor, VS Code, Gemini… | 3 stars | No one-command install · Source | |
| 104 | 38.412 | mcp-wormholemcp · ai-agents | Open-source MCP servers that connect AI agents to tools like Asana and Vercel via natural language. | 3 stars | No one-command install · Source | |
| 104 | 38.412 | sprintramcp · ai-agents | AI-native project management providing persistent memory for coding agents across sessions with 17 MCP tools. | 3 stars | No one-command install · Source | |
| 104 | 38.412 | connect-mcpmcp · ai-agents | An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault. | 3 stars | No one-command install · Source | |
| 112 | 38.066 | andrewcorpdesing-coder-hiveclaudemcp · ai-agentsalso listed as hiveclaude | Multi-agent MCP broker for coordinating multiple Claude Code instances with shared state, task management, and file locking. | 2 stars · 1 fork | No one-command install · Source | |
| 112 | 38.066 | robwilde-obsidianmcp · ai-agents | Automatically captures Claude Code responses and saves them as structured markdown files in your Obsidian vault with configurable templates… | 2 stars · 1 fork | No one-command install · Source | |
| 115 | 35.443 | spidergate-mcpmcp · ai-agents | MCP gateway bridging Claude Code with Google Calendar, Google Tasks, and GitHub for calendar/task management and GitHub operations via natural… | 2 forks | No one-command install · Source | |
| 115 | 35.443 | obsidian-livesync-mcpmcp · ai-agents | Provides AI agents and LLM tools with direct read/write access to Obsidian LiveSync vaults via CouchDB, including full end-to-end encryption support. | 2 forks | No one-command install · Source | |
| 117 | 32.223 | sethyanow-markymarkmcp · ai-agents | High-performance Markdown language server and MCP server for AI agent workflows, providing workspace-aware document analysis, broken link diagnostics… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | owd-platformmcp · ai-agents | Owner-controlled continuity layer for Obsidian and AI agents, enabling cited handoffs and owner decisions across independent agents. | 2 stars | No one-command install · Source | |
| 117 | 32.223 | taskforgemcp · ai-agents | MCP server that enables AI agents to manage tasks, boards, lists, and comments on a Kanban-style project management system through JSON-RPC methods. | 2 stars | No one-command install · Source | |
| 117 | 32.223 | obsidian-agent-mcpmcp · ai-agents | Connects Obsidian to coding agents like Claude Code and Codex by exposing tools to access vault context (active file, selection, open editors… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | dsh-kanban-mcpmcp · ai-agents | Exposes a filesystem-driven four-lane kanban board as a read-only MCP server, enabling agents to inspect board state, card details, and lane counts. | 2 stars | No one-command install · Source | |
| 117 | 32.223 | memocean-mcpmcp · ai-agents | Local-first AI Memory MCP server for AI agents to search and manage knowledge stored in Obsidian vaults, optimized for CJK languages with zero AI… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | nomadmcp · ai-agents | A local MCP server for agentic remote development that enables code sync via rsync, SSH command execution, and long-running task management in remote… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | omnicontextmcp · ai-agents | Connects Claude Desktop to Notion and YouTube transcripts with one-click installation, enabling natural language queries about your pages and video… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | bobbyrgoldsmith-quarterbackmcp · ai-agents | Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | desktop-calendar-taurimcp · ai-agents | MCP server for a desktop calendar that allows AI agents to manage events, check schedules, and avoid conflicts via standard MCP tools. | 2 stars | No one-command install · Source | |
| 117 | 32.223 | aboglioli-orchymcp · ai-agents | Provides multi-agent coordination infrastructure with 71 tools for shared task management, knowledge bases, real-time messaging, resource locking, and… | 2 stars | No one-command install · Source | |
| 117 | 32.223 | bruinmcp · ai-agents | MCP server for AI agents to read, write, and organize notes in a local-first, human-in-the-loop note-taking app. | 2 stars | No one-command install · Source | |
| 117 | 32.223 | gh-pluginmd-meeglemcp · ai-agents | Connects AI agents to Meegle (Feishu Project) for project management via 102 tools covering work items, workflows, subtasks, comments, and… | 2 stars | No one-command install · Source | |
| 130 | 29.013 | claude-engineering-coachmcp · ai-agents | An MCP server plugin for Claude Code that analyzes local AI session logs to provide coaching on coding patterns, tool usage, and productivity insights… | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | obsidian-wiki-mcpmcp · ai-agents | MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, enabling persistent knowledge storage and BM25 search across AI sessions. | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | clawmemory-mcpmcp · ai-agents | Enables claude.ai to append durable memory entries to an Obsidian vault on GitHub via tools for listing, reading, and appending markdown files. | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | atlassian-mcp-servermcp · ai-agents | Enterprise-grade MCP server providing 102 production-ready tools for Jira, Confluence, and Bitbucket, enabling AI agents to manage issues, pages… | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | 0xcjt-templonix-litemcp · ai-agents | Local AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar… | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | gitlab-review-mcpmcp · ai-agents | Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project… | 1 star · 1 fork | No one-command install · Source | |
| 130 | 29.013 | task-manager-mcp-servermcp · ai-agents | A comprehensive task management MCP server built with FastMCP, featuring full CRUD operations, intelligent filtering, and productivity-focused… | 1 star · 1 fork | No one-command install · Source | |
| 137 | 23.374 | thaddeusmcp · ai-agents | A local, JARVIS-style personal assistant that orchestrates custom MCP servers for memory, calendar, weather, Notion, Claude Code, web search, and… | 1 fork | No one-command install · Source | |
| 137 | 23.374 | zme-mcpmcp · ai-agents | Provides access to Zeug's memory engine with hybrid search, knowledge graph queries, and note-taking. Enables MCP clients like Claude and ChatGPT to… | 1 fork | No one-command install · Source | |
| 137 | 23.374 | tutamcp-mcp-server-for-tutamcp · ai-agents | MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Supports mail modes (dedicated/shared/folder), trusted sender filtering… | 1 fork | No one-command install · Source | |
| 137 | 23.374 | notion-gpt-image-mcpmcp · ai-agents | A Notion custom MCP server that uses OpenAI's gpt-image-2 to generate images and insert them directly into Notion pages. | 1 fork | No one-command install · Source | |
| 137 | 23.374 | scribe-mcpmcp · ai-agents | Transcribes audio/video files, generates summaries and structured knowledge items, and supports Notion integration and chat-based interaction. Works… | 1 fork | No one-command install · Source | |
| 137 | 23.374 | dental-calendar-mcpmcp · ai-agents | Enables ElevenLabs AI agents to manage dental clinic appointments through Google Calendar, including checking availability, booking, canceling… | 1 fork | No one-command install · Source | |
| 137 | 23.374 | shortcut-mcpmcp · ai-agents | MCP server for interacting with Shortcut (project management) directly from Claude, enabling viewing, searching, and creating stories, epics, and… | 1 fork | No one-command install · Source | |
| 144 | 22.557 | restoramcp · ai-agents | Read-only MCP server that exposes your local Notion backups to AI agents — query databases, read pages, search a backed-up workspace. Offline by… | 1 star | No one-command install · Source | |
| 144 | 22.557 | butchrmcp · ai-agents | Enables orchestrating Jira-driven software workflows by watching tickets, running herdr agents on active issues, and pushing updates to those agents… | 1 star | No one-command install · Source | |
| 144 | 22.557 | gogcli-mcpmcp · ai-agents | MCP server that gives Claude natural-language access to Google Workspace (Sheets, Docs, Gmail, Calendar, Drive, Tasks, Contacts) via gogcli. | 1 star | No one-command install · Source | |
| 144 | 22.557 | contextpulse-contextpulsemcp · ai-agents | Local-first desktop context server for AI agents. Captures screen (OCR), voice (Whisper), keyboard/mouse activity, and clipboard. Exposes 35 MCP tools… | 1 star | No one-command install · Source | |
| 144 | 22.557 | rdm9x-devboardmcp · ai-agents | AI dev team orchestration platform with a kanban board powered by the pride-tasks MCP server for task state management across agents. | 1 star | No one-command install · Source | |
| 144 | 22.557 | obsidian-native-mcpmcp · ai-agents | LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based concurrency safety, and no whole-file rewrites. | 1 star | No one-command install · Source | |
| 144 | 22.557 | corresyncmcp · ai-agents | A local MCP server that unifies email and calendar management across multiple providers, enabling AI agents to search, read, and write with explicit… | 1 star | No one-command install · Source | |
| 144 | 22.557 | controlboard-mcp-servermcp · ai-agents | Enables AI coding tools like Claude Code, Codex, and Cursor to register with ControlBoard boards, providing 44 tools for task management, agent… | 1 star | No one-command install · Source | |
| 144 | 22.557 | jira-ai-auditormcp · ai-agents | Enables running Jira project health audits directly in Claude Desktop, providing real-time health scores, risk detection, and team workload analysis… | 1 star | No one-command install · Source | |
| 144 | 22.557 | coolplugzmcp · ai-agents | Enables autonomous Jira-to-PR workflows in Claude Code by fetching context from Jira, GitHub, Notion, and Slack, building structured prompts, and… | 1 star | No one-command install · Source | |
| 144 | 22.557 | dsh-codex-bridgemcp · ai-agents | An MCP server that enables AI coding assistants like Codex and Claude Code to use DSH as an external resumable sub-agent via async task management… | 1 star | No one-command install · Source | |
| 144 | 22.557 | atlassian-server-mcpmcp · ai-agents | A TypeScript MCP server that enables LLM agents to interact with Atlassian Data Center products (Jira, Confluence, Bitbucket) through typed tools… | 1 star | No one-command install · Source | |
| 144 | 22.557 | nb-mcp-servermcp · ai-agents | MCP server that wraps the nb CLI for LLM-friendly note-taking, enabling creation, reading, updating, deleting, and searching notes, todos, bookmarks… | 1 star | No one-command install · Source | |
| 144 | 22.557 | vibeopsmcp · ai-agents | Enables agents to read and drive a local-first Kanban board for issue tracking, allowing them to list, create, update, and resolve issues from Claude… | 1 star | No one-command install · Source | |
| 144 | 22.557 | ai-brain-mcpmcp · ai-agents | An MCP server that exposes an Obsidian-style markdown vault as agent-readable memory. It provides tools for search, read, graph, and guarded capture… | 1 star | No one-command install · Source | |
| 144 | 22.557 | minimal-mcpmcp · ai-agents | A minimal MCP server that demonstrates the entire protocol using a simple in-memory todo list, including tools, resources, prompts, and elicitation. | 1 star | No one-command install · Source | |
| 144 | 22.557 | mimir-s-vaultmcp · ai-agents | An Obsidian-compatible memory graph and context management MCP server that lets AI agents navigate project architecture and relationships via… | 1 star | No one-command install · Source | |
| 144 | 22.557 | mcp-obsidianmcp · ai-agents | A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, search, read, write, and edit Markdown notes directly on disk without… | 1 star | No one-command install · Source | |
| 144 | 22.557 | notion-cowork-bridgemcp · ai-agents | Gives Notion Custom Agents real file tools and a real terminal over the Model Context Protocol, enabling them to read, edit, and run commands directly… | 1 star | No one-command install · Source | |
| 144 | 22.557 | xiaozhi-desktop-mcpmcp · ai-agents | A desktop MCP service that integrates voice assistants into Mac workflows, enabling Obsidian memory, app control, Claude Code sessions, pending… | 1 star | No one-command install · Source | |
| 144 | 22.557 | mycelium-mcpmcp · ai-agents | The coordination layer for AI agent networks, providing persistent memory, task management, inter-agent messaging, and human oversight through native… | 1 star | No one-command install · Source | |
| 144 | 22.557 | mcp-note-appmcp · ai-agents | MCP server for a full-stack note-taking application, exposing CRUD tools for notes with SSE transport for AI agent integration. | 1 star | No one-command install · Source | |
| 144 | 22.557 | exobrain-mcpmcp · ai-agents | Personal AI cognitive exobrain server providing long-term, emotionally-tagged memory and task management for LLMs via MCP. | 1 star | No one-command install · Source | |
| 144 | 22.557 | lean-jira-mcpmcp · ai-agents | A lean, agent-first MCP server for JIRA Cloud that exposes 10 intent-shaped tools for searching, creating, updating issues, and more, with… | 1 star | No one-command install · Source | |
| 144 | 22.557 | storymappermcp · ai-agents | A User Story Map and Kanban board that a human and an AI coding agent plan together in real time via MCP, with live bidirectional sync and governance… | 1 star | No one-command install · Source | |
| 144 | 22.557 | agentboardmcp · ai-agents | A local task tracker with Kanban board and MCP server for AI agents, enabling task management via markdown files and providing tools for agents to… | 1 star | No one-command install · Source | |
| 144 | 22.557 | karea-mcpmcp · ai-agents | MCP server for Karea task management, enabling creation, editing, closing, and linking tasks with 44 tools from Claude Code and other MCP clients. | 1 star | No one-command install · Source | |
| 144 | 22.557 | mcp-agile-agentmcp · ai-agents | Provides Trello project management tools (create cards, move cards, add comments, list cards) with fuzzy matching for AI agents like Claude and… | 1 star | No one-command install · Source | |
| 144 | 22.557 | clockifymcpmcp · ai-agentsalso listed as clockifymcp-2 | Remote-first MCP server for personal Clockify time tracking, exposing tools to manage timers, entries, and reports via MCP clients like ChatGPT. | 1 star | No one-command install · Source | |
| 144 | 22.557 | konbumcp · ai-agents | MCP server for a self-hostable personal planner — exposes memo, todo, calendar event, and cross-resource full-text search tools so Claude, Cursor, or… | 1 star | No one-command install · Source | |
| 144 | 22.557 | jira-worklog-mcpmcp · ai-agents | MCP server for logging and checking Jira Cloud worklogs from AI agents such as Claude Code, Claude Desktop, Cursor, or any MCP client that supports… | 1 star | No one-command install · Source | |
| 144 | 22.557 | agent-bridgemcp · ai-agents | A Kanban board enabling AI agents and humans to collaborate on tasks through MCP tools for project and task management. | 1 star | No one-command install · Source | |
| 144 | 22.557 | obsidian-readonly-mcpmcp · ai-agents | Read-only MCP server for querying a running Obsidian vault from agentic runtimes, exposing safe Obsidian CLI commands. | 1 star | No one-command install · Source | |
| 144 | 22.557 | dws-cli-mcpmcp · ai-agents | MCP server that enables AI agents to control all DingTalk features (messaging, calendar, tasks, approvals, etc.) via natural language using the… | 1 star | No one-command install · Source | |
| 144 | 22.557 | meetbotmcp · ai-agents | Meet.bot is AI-native scheduling for people and agents. Check real calendar availability and book meetings on Google and Microsoft calendars through… | 1 star | No one-command install · Source | |
| 144 | 22.557 | research-memory-mcpmcp · ai-agents | An MCP server that provides controlled read/write tools for managing local-first research memory in an Obsidian vault, enabling AI agents to maintain… | 1 star | No one-command install · Source | |
| 144 | 22.557 | actual-outcomes-doitmcp · ai-agents | Work planner and issue tracker for AI agents with CLI and hierarchical task management. | 1 star | No one-command install · Source | |
| 144 | 22.557 | calendar-pamcp · ai-agents | Google Calendar MCP server with natural language scheduling, conflict detection, smart slot finding, complex recurring events, and a Telegram bot… | 1 star | No one-command install · Source | |
| 144 | 22.557 | lihtness-gnomon-mcpmcp · ai-agents | Deterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich `now()` snapshot (18 fields), `calendar(ops)` batch dispatcher… | 1 star | armory install lihtness-gnomon-mcp --cli claude | |
| 144 | 22.557 | assiststudio-runnermcp · ai-agents | A Windows-only headless LLM task automation engine that executes natural language tasks on schedule and delivers results through configured channels… | 1 star | No one-command install · Source | |
| 144 | 22.557 | marginsmcp · ai-agentsalso listed as margins-mcp | Local MCP server for Claude to read, search, and propose edits to your Obsidian vault using your existing subscription. | 1 star | No one-command install · Source | |
| 144 | 22.557 | vault-mcp-servermcp · ai-agents | Built on Obsidian Vault, this MCP server integrates with Claude Code to provide personal knowledge management including note saving, full-text search… | 1 star | No one-command install · Source | |
| 144 | 22.557 | dav-mcpmcp · ai-agents | Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks via CalDAV, CardDAV, and VTODO protocols. | 1 star | No one-command install · Source | |
| 144 | 22.557 | witnessmcp · ai-agents | Witness is an MCP server that integrates with Obsidian to allow AI assistants like Claude to read, write, and organize notes in your vault. It… | 1 star | No one-command install · Source | |
| 144 | 22.557 | dauphin-notion-mcpmcp · ai-agents | Gives Claude full read/write access to your Notion workspace with token-efficient compression and parallel operations. | 1 star | No one-command install · Source | |
| 144 | 22.557 | local-development-mcp-servermcp · ai-agents | A local MCP server for Claude Desktop with persistent task management, file operations, document generation, and PDF indexing. | 1 star | No one-command install · Source | |
| 144 | 22.557 | todoist-mcp-helpermcp · ai-agents | Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP). | 1 star | No one-command install · Source | |
| 144 | 22.557 | devscontextmcp · ai-agents | DevsContext is an MCP server that provides AI coding agents with synthesized engineering context—requirements, decisions, architecture, and… | 1 star | No one-command install · Source | |
| 144 | 22.557 | cursor-task-trackermcp · ai-agentsalso listed as thekingoffamily-cursor-task-tracker | An MCP server for managing tasks in Cursor IDE, enabling AI agents to create, update, and comment on tasks via MCP tools, with a kanban dashboard and… | 1 star | No one-command install · Source | |
| 144 | 22.557 | claude-meet-mcpmcp · ai-agents | AI-powered scheduling assistant that checks calendars, finds mutual availability, and books meetings via natural language commands. | 1 star | No one-command install · Source | |
| 197 | Unranked | market-data-mcpmcp · ai-agents | Provides real-time market data tools (quotes, news, earnings calendar, watchlist scanner, and composite analysis) for AI agents via Finnhub, with… | No signals yet | No one-command install · Source | |
| 198 | Unranked | oreo-puddingmcp · ai-agents | Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, supporting listing calendars, retrieving, creating, updating, and moving… | No signals yet | No one-command install · Source | |
| 199 | Unranked | chronova-mcp-servermcp · ai-agents | MCP server that exposes Chronova developer productivity data to AI agents. Built on the Model Context Protocol, it lets tools like Claude Desktop… | No signals yet | No one-command install · Source | |
| 200 | Unranked | cubus-collaboration-hubmcp · ai-agents | Enables secure synchronization of ChatGPT, Claude, and Obsidian via Supabase as the source of truth, with OAuth protection and proposal-based AI… | No signals yet | 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.