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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

401 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
122.557claude-meet-mcpmcp · ai-agentsAI-powered scheduling assistant that checks calendars, finds mutual availability, and books meetings via natural language commands.1 starNo one-command install · Source
222.557thekingoffamily-cursor-task-trackermcp · ai-agentsTask management system for AI coding agents with kanban dashboard and role-based workflows.1 starNo one-command install · Source
322.557cursor-task-trackermcp · ai-agentsAn 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 starNo one-command install · Source
422.557devscontextmcp · ai-agentsDevsContext is an MCP server that provides AI coding agents with synthesized engineering context—requirements, decisions, architecture, and…1 starNo one-command install · Source
522.557todoist-mcp-helpermcp · ai-agentsConnect AI agents to your Todoist tasks via the Model Context Protocol (MCP).1 starNo one-command install · Source
622.557local-development-mcp-servermcp · ai-agentsA local MCP server for Claude Desktop with persistent task management, file operations, document generation, and PDF indexing.1 starNo one-command install · Source
722.557dauphin-notion-mcpmcp · ai-agentsGives Claude full read/write access to your Notion workspace with token-efficient compression and parallel operations.1 starNo one-command install · Source
822.557witnessmcp · ai-agentsWitness 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 starNo one-command install · Source
922.557dav-mcpmcp · ai-agentsTransform AI agents into orchestrating assistants managing calendars, contacts, and tasks via CalDAV, CardDAV, and VTODO protocols.1 starNo one-command install · Source
1022.557vault-mcp-servermcp · ai-agentsBuilt on Obsidian Vault, this MCP server integrates with Claude Code to provide personal knowledge management including note saving, full-text search…1 starNo one-command install · Source
1122.557margins-mcpmcp · ai-agentsEnables Claude to read and propose updates to your Obsidian vault using your Claude subscription, keeping files local.1 starNo one-command install · Source
1222.557marginsmcp · ai-agentsLocal MCP server for Claude to read, search, and propose edits to your Obsidian vault using your existing subscription.1 starNo one-command install · Source
1322.557assiststudio-runnermcp · ai-agentsA Windows-only headless LLM task automation engine that executes natural language tasks on schedule and delivers results through configured channels…1 starNo one-command install · Source
1422.557lihtness-gnomon-mcpmcp · ai-agentsDeterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich `now()` snapshot (18 fields), `calendar(ops)` batch dispatcher…1 stararmory install lihtness-gnomon-mcp --cli claude
1522.557calendar-pamcp · ai-agentsGoogle Calendar MCP server with natural language scheduling, conflict detection, smart slot finding, complex recurring events, and a Telegram bot…1 starNo one-command install · Source
1622.557actual-outcomes-doitmcp · ai-agentsWork planner and issue tracker for AI agents with CLI and hierarchical task management.1 starNo one-command install · Source
1722.557research-memory-mcpmcp · ai-agentsAn MCP server that provides controlled read/write tools for managing local-first research memory in an Obsidian vault, enabling AI agents to maintain…1 starNo one-command install · Source
1822.557meetbotmcp · ai-agentsMeet.bot is AI-native scheduling for people and agents. Check real calendar availability and book meetings on Google and Microsoft calendars through…1 starNo one-command install · Source
1922.557dws-cli-mcpmcp · ai-agentsMCP server that enables AI agents to control all DingTalk features (messaging, calendar, tasks, approvals, etc.) via natural language using the…1 starNo one-command install · Source
2022.557obsidian-readonly-mcpmcp · ai-agentsRead-only MCP server for querying a running Obsidian vault from agentic runtimes, exposing safe Obsidian CLI commands.1 starNo one-command install · Source
2122.557agent-bridgemcp · ai-agentsA Kanban board enabling AI agents and humans to collaborate on tasks through MCP tools for project and task management.1 starNo one-command install · Source
2222.557jira-worklog-mcpmcp · ai-agentsMCP 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 starNo one-command install · Source
2322.557konbumcp · ai-agentsMCP server for a self-hostable personal planner — exposes memo, todo, calendar event, and cross-resource full-text search tools so Claude, Cursor, or…1 starNo one-command install · Source
2422.557clockifymcp-2mcp · ai-agentsEnables personal Clockify time tracking through ChatGPT and other MCP clients, allowing users to manage timers, entries, and reports via natural…1 starNo one-command install · Source
2522.557clockifymcpmcp · ai-agentsRemote-first MCP server for personal Clockify time tracking, exposing tools to manage timers, entries, and reports via MCP clients like ChatGPT.1 starNo one-command install · Source
2622.557mcp-agile-agentmcp · ai-agentsProvides Trello project management tools (create cards, move cards, add comments, list cards) with fuzzy matching for AI agents like Claude and…1 starNo one-command install · Source
2722.557karea-mcpmcp · ai-agentsMCP server for Karea task management, enabling creation, editing, closing, and linking tasks with 44 tools from Claude Code and other MCP clients.1 starNo one-command install · Source
2822.557agentboardmcp · ai-agentsA 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 starNo one-command install · Source
2922.557storymappermcp · ai-agentsA 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 starNo one-command install · Source
3022.557lean-jira-mcpmcp · ai-agentsA lean, agent-first MCP server for JIRA Cloud that exposes 10 intent-shaped tools for searching, creating, updating issues, and more, with…1 starNo one-command install · Source
3122.557exobrain-mcpmcp · ai-agentsPersonal AI cognitive exobrain server providing long-term, emotionally-tagged memory and task management for LLMs via MCP.1 starNo one-command install · Source
3222.557mcp-note-appmcp · ai-agentsMCP server for a full-stack note-taking application, exposing CRUD tools for notes with SSE transport for AI agent integration.1 starNo one-command install · Source
3322.557mycelium-mcpmcp · ai-agentsThe coordination layer for AI agent networks, providing persistent memory, task management, inter-agent messaging, and human oversight through native…1 starNo one-command install · Source
3422.557xiaozhi-desktop-mcpmcp · ai-agentsA desktop MCP service that integrates voice assistants into Mac workflows, enabling Obsidian memory, app control, Claude Code sessions, pending…1 starNo one-command install · Source
3522.557notion-cowork-bridgemcp · ai-agentsGives 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 starNo one-command install · Source
3622.557mcp-obsidianmcp · ai-agentsA filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, search, read, write, and edit Markdown notes directly on disk without…1 starNo one-command install · Source
3722.557mimir-s-vaultmcp · ai-agentsAn Obsidian-compatible memory graph and context management MCP server that lets AI agents navigate project architecture and relationships via…1 starNo one-command install · Source
3822.557minimal-mcpmcp · ai-agentsA minimal MCP server that demonstrates the entire protocol using a simple in-memory todo list, including tools, resources, prompts, and elicitation.1 starNo one-command install · Source
3922.557ai-brain-mcpmcp · ai-agentsAn MCP server that exposes an Obsidian-style markdown vault as agent-readable memory. It provides tools for search, read, graph, and guarded capture…1 starNo one-command install · Source
4022.557vibeopsmcp · ai-agentsEnables 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 starNo one-command install · Source
4122.557nb-mcp-servermcp · ai-agentsMCP server that wraps the nb CLI for LLM-friendly note-taking, enabling creation, reading, updating, deleting, and searching notes, todos, bookmarks…1 starNo one-command install · Source
4222.557atlassian-server-mcpmcp · ai-agentsA TypeScript MCP server that enables LLM agents to interact with Atlassian Data Center products (Jira, Confluence, Bitbucket) through typed tools…1 starNo one-command install · Source
4322.557dsh-codex-bridgemcp · ai-agentsAn 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 starNo one-command install · Source
4422.557coolplugzmcp · ai-agentsEnables autonomous Jira-to-PR workflows in Claude Code by fetching context from Jira, GitHub, Notion, and Slack, building structured prompts, and…1 starNo one-command install · Source
4522.557jira-ai-auditormcp · ai-agentsEnables running Jira project health audits directly in Claude Desktop, providing real-time health scores, risk detection, and team workload analysis…1 starNo one-command install · Source
4622.557controlboard-mcp-servermcp · ai-agentsEnables AI coding tools like Claude Code, Codex, and Cursor to register with ControlBoard boards, providing 44 tools for task management, agent…1 starNo one-command install · Source
4722.557corresyncmcp · ai-agentsA local MCP server that unifies email and calendar management across multiple providers, enabling AI agents to search, read, and write with explicit…1 starNo one-command install · Source
4822.557obsidian-native-mcpmcp · ai-agentsLLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based concurrency safety, and no whole-file rewrites.1 starNo one-command install · Source
4922.557rdm9x-devboardmcp · ai-agentsAI dev team orchestration platform with a kanban board powered by the pride-tasks MCP server for task state management across agents.1 starNo one-command install · Source
5022.557contextpulse-contextpulsemcp · ai-agentsLocal-first desktop context server for AI agents. Captures screen (OCR), voice (Whisper), keyboard/mouse activity, and clipboard. Exposes 35 MCP tools…1 starNo one-command install · Source
5122.557gogcli-mcpmcp · ai-agentsMCP server that gives Claude natural-language access to Google Workspace (Sheets, Docs, Gmail, Calendar, Drive, Tasks, Contacts) via gogcli.1 starNo one-command install · Source
5222.557butchrmcp · ai-agentsEnables orchestrating Jira-driven software workflows by watching tickets, running herdr agents on active issues, and pushing updates to those agents…1 starNo one-command install · Source
5322.557restoramcp · ai-agentsRead-only MCP server that exposes your local Notion backups to AI agents — query databases, read pages, search a backed-up workspace. Offline by…1 starNo one-command install · Source
5423.374shortcut-mcpmcp · ai-agentsMCP server for interacting with Shortcut (project management) directly from Claude, enabling viewing, searching, and creating stories, epics, and…1 forkNo one-command install · Source
5523.374dental-calendar-mcpmcp · ai-agentsEnables ElevenLabs AI agents to manage dental clinic appointments through Google Calendar, including checking availability, booking, canceling…1 forkNo one-command install · Source
5623.374scribe-mcpmcp · ai-agentsTranscribes audio/video files, generates summaries and structured knowledge items, and supports Notion integration and chat-based interaction. Works…1 forkNo one-command install · Source
5723.374notion-gpt-image-mcpmcp · ai-agentsA Notion custom MCP server that uses OpenAI's gpt-image-2 to generate images and insert them directly into Notion pages.1 forkNo one-command install · Source
5823.374tutamcp-mcp-server-for-tutamcp · ai-agentsMCP server giving Claude access to Tuta mail, calendar, contacts and drive. Supports mail modes (dedicated/shared/folder), trusted sender filtering…1 forkNo one-command install · Source
5923.374zme-mcpmcp · ai-agentsProvides access to Zeug's memory engine with hybrid search, knowledge graph queries, and note-taking. Enables MCP clients like Claude and ChatGPT to…1 forkNo one-command install · Source
6023.374thaddeusmcp · ai-agentsA local, JARVIS-style personal assistant that orchestrates custom MCP servers for memory, calendar, weather, Notion, Claude Code, web search, and…1 forkNo one-command install · Source
6129.013task-manager-mcp-servermcp · ai-agentsA comprehensive task management MCP server built with FastMCP, featuring full CRUD operations, intelligent filtering, and productivity-focused…1 star · 1 forkNo one-command install · Source
6229.013gitlab-review-mcpmcp · ai-agentsEnables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project…1 star · 1 forkNo one-command install · Source
6329.0130xcjt-templonix-litemcp · ai-agentsLocal AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar…1 star · 1 forkNo one-command install · Source
6429.013atlassian-mcp-servermcp · ai-agentsEnterprise-grade MCP server providing 102 production-ready tools for Jira, Confluence, and Bitbucket, enabling AI agents to manage issues, pages…1 star · 1 forkNo one-command install · Source
6529.013clawmemory-mcpmcp · ai-agentsEnables 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 forkNo one-command install · Source
6629.013obsidian-wiki-mcpmcp · ai-agentsMCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, enabling persistent knowledge storage and BM25 search across AI sessions.1 star · 1 forkNo one-command install · Source
6729.013claude-engineering-coachmcp · ai-agentsAn 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 forkNo one-command install · Source
6832.223gh-pluginmd-meeglemcp · ai-agentsConnects AI agents to Meegle (Feishu Project) for project management via 102 tools covering work items, workflows, subtasks, comments, and…2 starsNo one-command install · Source
6932.223bruinmcp · ai-agentsMCP server for AI agents to read, write, and organize notes in a local-first, human-in-the-loop note-taking app.2 starsNo one-command install · Source
7032.223aboglioli-orchymcp · ai-agentsProvides multi-agent coordination infrastructure with 71 tools for shared task management, knowledge bases, real-time messaging, resource locking, and…2 starsNo one-command install · Source
7132.223desktop-calendar-taurimcp · ai-agentsMCP server for a desktop calendar that allows AI agents to manage events, check schedules, and avoid conflicts via standard MCP tools.2 starsNo one-command install · Source
7232.223bobbyrgoldsmith-quarterbackmcp · ai-agentsStrategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document…2 starsNo one-command install · Source
7332.223omnicontextmcp · ai-agentsConnects Claude Desktop to Notion and YouTube transcripts with one-click installation, enabling natural language queries about your pages and video…2 starsNo one-command install · Source
7432.223nomadmcp · ai-agentsA local MCP server for agentic remote development that enables code sync via rsync, SSH command execution, and long-running task management in remote…2 starsNo one-command install · Source
7532.223memocean-mcpmcp · ai-agentsLocal-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 starsNo one-command install · Source
7632.223dsh-kanban-mcpmcp · ai-agentsExposes 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 starsNo one-command install · Source
7732.223obsidian-agent-mcpmcp · ai-agentsConnects Obsidian to coding agents like Claude Code and Codex by exposing tools to access vault context (active file, selection, open editors…2 starsNo one-command install · Source
7832.223taskforgemcp · ai-agentsMCP server that enables AI agents to manage tasks, boards, lists, and comments on a Kanban-style project management system through JSON-RPC methods.2 starsNo one-command install · Source
7932.223owd-platformmcp · ai-agentsOwner-controlled continuity layer for Obsidian and AI agents, enabling cited handoffs and owner decisions across independent agents.2 starsNo one-command install · Source
8032.223sethyanow-markymarkmcp · ai-agentsHigh-performance Markdown language server and MCP server for AI agent workflows, providing workspace-aware document analysis, broken link diagnostics…2 starsNo one-command install · Source
8135.443obsidian-livesync-mcpmcp · ai-agentsProvides AI agents and LLM tools with direct read/write access to Obsidian LiveSync vaults via CouchDB, including full end-to-end encryption support.2 forksNo one-command install · Source
8235.443spidergate-mcpmcp · ai-agentsMCP gateway bridging Claude Code with Google Calendar, Google Tasks, and GitHub for calendar/task management and GitHub operations via natural…2 forksNo one-command install · Source
8338.066robwilde-obsidianmcp · ai-agentsAutomatically captures Claude Code responses and saves them as structured markdown files in your Obsidian vault with configurable templates…2 stars · 1 forkNo one-command install · Source
8438.066hiveclaudemcp · ai-agentsCoordinates multiple Claude Code agents to work collaboratively on projects with role-based task management, shared state, and automated code review.2 stars · 1 forkNo one-command install · Source
8538.066andrewcorpdesing-coder-hiveclaudemcp · ai-agentsMulti-agent MCP broker for coordinating multiple Claude Code instances with shared state, task management, and file locking.2 stars · 1 forkNo one-command install · Source
8638.412connect-mcpmcp · ai-agentsAn Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault.3 starsNo one-command install · Source
8738.412sprintramcp · ai-agentsAI-native project management providing persistent memory for coding agents across sessions with 17 MCP tools.3 starsNo one-command install · Source
8838.412mcp-wormholemcp · ai-agentsOpen-source MCP servers that connect AI agents to tools like Asana and Vercel via natural language.3 starsNo one-command install · Source
8938.412memxusmcp · ai-agentsOne context engine for every AI. Persistent context from GitHub, Notion, and your decisions, delivered to Claude, ChatGPT, Cursor, VS Code, Gemini…3 starsNo one-command install · Source
9038.412agentled-mcp-servermcp · ai-agentsAI-native workflow orchestration with long-term memory, 100+ integrations, and unified credits. 32 MCP tools for building and running intelligent…3 starsNo one-command install · Source
9138.412mnemo-agent-memorymcp · ai-agentsA lightweight MCP memory engine for AI coding agents that provides zero-token-waste memory recall, knowledge graph management, and Obsidian-compatible…3 starsNo one-command install · Source
9238.412google-workspace-mcp-with-scriptmcp · ai-agentsMCP server for Claude Code CLI that integrates with Google Workspace, enabling management of Docs, Sheets, Drive, Gmail, Calendar, and Apps Script.3 starsNo one-command install · Source
9338.412corbym-backlog-mcpmcp · ai-agentsMCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status…3 starsNo one-command install · Source
9441.082sparksheets-sparksheets-mcpmcp · ai-agentsAI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude…1 star · 2 forksNo one-command install · Source
9543.275task-tracker-mcpmcp · ai-agentsA task management system for LLM-based agents that stores all tasks in a single tree, available immediately after the server starts.4 starsNo one-command install · Source
9643.275a2a-mcp-demomcp · ai-agentsA2A and MCP agent demo showing integration with business systems4 starsNo one-command install · Source
9743.275surfndev-petroglyphsmcp · ai-agentsBridge iPad handwriting input with LLMs via image capture and Obsidian vault integration.4 starsNo one-command install · Source
9843.275qgis-mcp-codexmcp · ai-agentsConnects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operations, including project management, layer manipulation, and algorithm…4 starsNo one-command install · Source
9943.275notion-private-api-mcpmcp · ai-agentsUnofficial 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 starsNo one-command install · Source
10043.275agent-kanbanmcp · ai-agentsAn AI-native kanban board MCP server where agents pull tasks via the Model Context Protocol. It provides tools for task discovery, claiming, progress…4 starsNo 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.

Leaderboard · Armory