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 | 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 | |
| 102 | 22.557 | claw-eamcp · back-end | A Python MCP server that enables doctors to forward work messages (surgery schedules, meeting notices, files) to an AI assistant for automatic… | 1 star | No one-command install · Source | |
| 103 | 22.557 | easy8mcp · other | Project management MCP built into Easy8 for listing projects, managing issues, and automating workflow tasks. | 1 star | No one-command install · Source | |
| 104 | 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 | |
| 105 | 22.557 | grantd-mcpmcp · back-end | OAuth token broker for AI agents to securely act on a user's behalf across third-party APIs (Gmail, Slack, GitHub, Notion, etc.) by vaulting tokens… | 1 star | No one-command install · Source | |
| 106 | 22.557 | music-digger-mcpmcp · front-end | Control Apple Music via natural language from Claude Code, with the ability to mark tracks and accumulate reactions in an Obsidian Vault. | 1 star | No one-command install · Source | |
| 107 | 22.557 | qa-mcp-servermcp · back-end | An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, and Webex into a unified interface for QA engineers. | 1 star | No one-command install · Source | |
| 108 | 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 | |
| 109 | 22.557 | razberri-mcp-servermcp · back-end | A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tools for capturing, prioritizing, and resurfacing tasks with context from… | 1 star | No one-command install · Source | |
| 110 | 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 | |
| 111 | 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 | |
| 112 | 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 | |
| 113 | 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 | |
| 114 | 22.557 | ameva-mcp-toolkitmcp · back-end | A Model Context Protocol server integrating developer tools including Git control, document conversion, remote SSH execution, database operations, and… | 1 star | No one-command install · Source | |
| 115 | 22.557 | jira-admin-mcp-servermcp · back-end | Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built tools for behind-the-scenes admin work like custom fields, permission… | 1 star | No one-command install · Source | |
| 116 | 22.557 | theyahia-elma365mcp · other | Integrates with ELMA365 for application elements and BPM task management. | 1 star | No one-command install · Source | |
| 117 | 22.557 | aim-mcp-servermcp · back-end | Serves project memory, tasks, docs, and conventions live over the Model Context Protocol, enabling AI assistants to query and manipulate workspace… | 1 star | No one-command install · Source | |
| 118 | 22.557 | obsidian-local-mcpmcp · search | Enables Claude to create, read, update, and search notes in a local Obsidian vault, with automatic YAML frontmatter and folder management. | 1 star | No one-command install · Source | |
| 119 | 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 | |
| 120 | 22.557 | outlook-personal-mcpmcp · back-end | An MCP server that gives Claude Code and Codex full control of a personal Outlook.com mailbox and calendar via the Microsoft Graph API, enabling mail… | 1 star | No one-command install · Source | |
| 121 | 22.557 | slack-lists-mcpmcp · comms | Enables AI assistants to create, read, update, delete, and manage Slack List items, providing full task management within Slack through natural… | 1 star | No one-command install · Source | |
| 122 | 22.557 | sanbanmcp · search | Enables AI agents to manage kanban boards with tasks, including creating boards, items, moving between columns, and searching. | 1 star | No one-command install · Source | |
| 123 | 22.557 | esolat-mcpmcp · back-end | MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), nearest mosque/surau finder, and Islamic calendar events. | 1 star | No one-command install · Source | |
| 124 | 22.557 | mcp-routermcp · back-end | Enables AI clients to manage multiple accounts per provider (e.g., Notion workspaces, GitHub identities) through a single MCP endpoint, with sticky… | 1 star | No one-command install · Source | |
| 125 | 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 | |
| 126 | 22.557 | omnifocus-sync-mcpmcp · back-end | A headless MCP server that reads and writes OmniFocus data by directly communicating with the Omni Sync Server via WebDAV, enabling task management… | 1 star | No one-command install · Source | |
| 127 | 22.557 | clockifymcp-2mcp · ai-agents | Enables personal Clockify time tracking through ChatGPT and other MCP clients, allowing users to manage timers, entries, and reports via natural… | 1 star | No one-command install · Source | |
| 128 | 22.557 | clockifymcpmcp · ai-agents | 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 | |
| 129 | 22.557 | google-workspace-alias-mcpmcp · comms | A Model Context Protocol server for Google Workspace integration with send-as alias support, email templates, and scheduled send, enabling AI… | 1 star | No one-command install · Source | |
| 130 | 22.557 | google-connections-mcpmcp · back-end | Provides AI assistants with access to Google Workspace APIs including Sheets, Calendar, Gmail, Tasks, Drive, and Docs. Enables full CRUD operations… | 1 star | No one-command install · Source | |
| 131 | 22.557 | brainstemmcp · search | Local-first knowledge backend for AI agents that connects MCP hosts to an Obsidian-compatible vault with indexed retrieval, token-budgeted memory… | 1 star | No one-command install · Source | |
| 132 | 22.557 | siftingio-mcpmcp · back-end | MCP server that provides access to SiftingIO market data, including live prices, SEC filings, OHLCV bars, 13F holdings, market status, and economic… | 1 star | No one-command install · Source | |
| 133 | 22.557 | some-vault-some-mcpmcp · search | MCP server that gives AI models read/write access to Obsidian vaults with semantic search, link graph analysis, canvas manipulation, and incremental… | 1 star | No one-command install · Source | |
| 134 | 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 | |
| 135 | 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 | |
| 136 | 22.557 | codelore-mcpmcp · search | Turn any code repository into a searchable Obsidian vault — then let Claude Code navigate it as a set of MCP tools. | 1 star | No one-command install · Source | |
| 137 | 22.557 | yougile-secure-mcpmcp · back-end | Provides read-only access to YouGile project management data including tasks, boards, columns, and users via the YouGile API v2. | 1 star | No one-command install · Source | |
| 138 | 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 | |
| 139 | 22.557 | vibe-launchmcp · back-end | Enables AI tools like Claude Code to deploy projects to multiple servers via SSH with zero installation on target machines. Supports server… | 1 star | No one-command install · Source | |
| 140 | 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 | |
| 141 | 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 | |
| 142 | 22.557 | plane-clientmcp · back-end | MCP server for the Plane project management API, enabling issue retrieval, listing, commenting, state changes, and creation. | 1 star | No one-command install · Source | |
| 143 | 22.557 | obsidi-mcpmcp · back-end | Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio, HTTP, or SSE transports, enabling AI assistants to read, write… | 1 star | No one-command install · Source | |
| 144 | 22.557 | mcp-server-personalmcp · comms | Personal-assistant MCP server for managing personal data including calendar events, emails (read/label only), and contacts via local files or Gmail… | 1 star | No one-command install · Source | |
| 145 | 22.557 | openfox-ragmcp · search | MCP server for OpenFox that provides a rag_search tool for hybrid retrieval from local knowledge bases (Obsidian vaults, docs) using BM25, vector… | 1 star | No one-command install · Source | |
| 146 | 22.557 | nc-mcp-servermcp · back-end | An MCP server that exposes Nextcloud APIs as tools for AI assistants, enabling management of files, calendar, contacts, conversations, and more. | 1 star | No one-command install · Source | |
| 147 | 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 | |
| 148 | 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 | |
| 149 | 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 | |
| 150 | 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 | |
| 151 | 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 | |
| 152 | 22.557 | madeforai-supply-chain-connectormcp · auth | Enables authorized manufacturing order-intake and supply-chain task management by forwarding requests from MCP clients to the hosted MadeForAI… | 1 star | No one-command install · Source | |
| 153 | 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 | |
| 154 | 22.557 | io-github-lsmman-fetchivemcp · back-end | MCP server for extracting links from text dumps, checking duplicates, extracting YouTube transcripts (with fallbacks including speech-to-text), and… | 1 star | No one-command install · Source | |
| 155 | 22.557 | rajendarmuddasani-jiramcp · back-end | Integrates with JIRA's REST API to fetch issue details by key and search issues using JQL queries, returning formatted Markdown output for project… | 1 star | No one-command install · Source | |
| 156 | 22.557 | jira-mcp-server-2mcp · back-end | A production-ready MCP server for JIRA integration that enables AI assistants to query JIRA issues and perform searches using natural language through… | 1 star | No one-command install · Source | |
| 157 | 22.557 | quartus-lmcp-servermcp · front-end | Enables automation of Intel/Altera Quartus FPGA design flow including project management, compilation, simulation, timing analysis, and programming… | 1 star | No one-command install · Source | |
| 158 | 22.557 | atlassian-mcp-server-2mcp · back-end | Enables AI agents to manage Jira issues and Confluence pages via natural language, including creating, updating, searching, and uploading file… | 1 star | No one-command install · Source | |
| 159 | 22.557 | plane-ce-mcpmcp · back-end | Unofficial MCP server for self-hosted Plane Community Edition, enabling project management tasks like managing work items, cycles, modules, and… | 1 star | No one-command install · Source | |
| 160 | 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 | |
| 161 | 22.557 | iiinigence-harvest-mcpmcp · back-end | MCP server for Harvest time tracking, enabling users to manage timers, log time, and generate reports through natural language. | 1 star | No one-command install · Source | |
| 162 | 22.557 | celestiamcp · search | A persona-driven AI assistant that reads, searches, and writes an Obsidian Markdown knowledge vault using a typed MCP filesystem core. | 1 star | No one-command install · Source | |
| 163 | 22.557 | vault-mcp-bridgemcp · search | Read-only MCP bridge that exposes secure search and fetch tools over an Obsidian-compatible Markdown vault, enabling ChatGPT to query notes without… | 1 star | No one-command install · Source | |
| 164 | 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 | |
| 165 | 22.557 | macos-computer-use-mcpmcp · browser | Provides 146 MCP tools for AI agents to control macOS, including screenshots, mouse, keyboard, window management, app automation, file system, OCR… | 1 star | No one-command install · Source | |
| 166 | 22.557 | gmail-mcp-plusmcp · comms | MCP server that connects Gmail and Google Calendar to AI assistants, enabling email search, reading, sending, and calendar management across multiple… | 1 star | No one-command install · Source | |
| 167 | 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 | |
| 168 | 22.557 | jira-sisoog-mcpmcp · back-end | MCP server for self-hosted Jira, enabling task management, searching issues, adding comments, transitioning statuses, and logging worklogs directly… | 1 star | No one-command install · Source | |
| 169 | 22.557 | obsidian-mcp-remotemcp · back-end | A remote MCP server that enables read/write access to a self-hosted Obsidian vault, exposing tools for reading, writing, patching, listing, and… | 1 star | No one-command install · Source | |
| 170 | 22.557 | google-cal-mcpmcp · other | List, create, update, and manage calendar events | 1 star | No one-command install · Source | |
| 171 | 22.557 | localmcpcodermcp · devops | Enables remote MCP clients like ChatGPT to run shell commands and manage files on your local machine via a Cloudflare tunnel, exposing tools for file… | 1 star | No one-command install · Source | |
| 172 | 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 | |
| 173 | 22.557 | addcal-mcp-servermcp · back-end | A remote MCP server for AddCal that manages published calendars, events, subscribers, RSVPs, invites, and analytics through natural language. | 1 star | No one-command install · Source | |
| 174 | 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 | |
| 175 | 22.557 | emcd-nbmcp · search | Wraps the nb CLI for LLM-friendly note-taking, bookmarking, search, and task management. | 1 star | No one-command install · Source | |
| 176 | 22.557 | jira-assets-mcp-servermcp · back-end | Provides read and write access to Atlassian Jira Assets (formerly Insight) via MCP, enabling AI clients to fetch objects, discover schemas, update… | 1 star | No one-command install · Source | |
| 177 | 22.557 | inochi-creator-mcpmcp · front-end | Enables live operation of a patched Inochi Creator through MCP, providing tools for project management, node editing, parameter control, animation… | 1 star | No one-command install · Source | |
| 178 | 22.557 | obsidian-remote-mcp-servermcp · auth | Enables remote access to Obsidian vaults from Claude.ai and Claude Code without needing Obsidian running, supporting multiple vaults with OAuth 2.1… | 1 star | No one-command install · Source | |
| 179 | 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 | |
| 180 | 22.557 | mcp-outlook-desktopmcp · comms | Enables AI assistants to securely read, search, draft, and send Outlook emails, manage calendar events, and access mailbox folders through a local… | 1 star | No one-command install · Source | |
| 181 | 22.557 | tarasrushchak-jira-mcp-servermcp · back-end | MCP server for Jira and Confluence integration with 32 tools for managing tickets, sprints, boards, worklogs, and Confluence pages. | 1 star | No one-command install · Source | |
| 182 | 22.557 | outlook-web-mcp-servermcp · back-end | Enables interaction with Outlook Web through its internal API, supporting email search, folder listing, email retrieval, read state changes, calendar… | 1 star | No one-command install · Source | |
| 183 | 22.557 | jira-mcp-server-4mcp · back-end | Enables Claude AI and other MCP clients to interact with Jira Server/Data Center through tools like listing issues, logging work, and updating issues… | 1 star | No one-command install · Source | |
| 184 | 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 | |
| 185 | 22.557 | paceforge-garmin-mcpmcp · other | Enables MCP hosts to read Garmin training data and write structured workouts to a calendar, with tools for listing activities, summarizing training… | 1 star | No one-command install · Source | |
| 186 | 22.557 | google-calendar-mcp-serviceaccountmcp · auth | Enables an AI agent to read and write events on a single Google Calendar using a service account, avoiding OAuth consent and token expiry. | 1 star | No one-command install · Source | |
| 187 | 22.557 | adelaidasofia-linearmcp · auth | Multi-workspace Linear project management integration with PAT authentication, 57 tools, and prompt support. | 1 star | No one-command install · Source | |
| 188 | 22.557 | gneyal-branch-monkeymcp · observability | Integrates with Branch Monkey Cloud for task management, team collaboration, and project tracking with automatic prompt logging | 1 star | No one-command install · Source | |
| 189 | 22.557 | icloud-mcp-2mcp · back-end | Unified Apple/iCloud MCP server for Calendar, Contacts, and Mail using CalDAV, CardDAV, IMAP, and SMTP protocols with app-specific passwords. | 1 star | No one-command install · Source | |
| 190 | 22.557 | p-l-ta-macos-calendarmcp · search | List, search, and manage calendar events via macOS Calendar.app across all configured accounts. | 1 star | No one-command install · Source | |
| 191 | 22.557 | notion-multi-workspacemcp · auth | Connects any number of Notion workspaces through a single MCP server, exposing four tools for connecting, listing, searching, and fetching Notion… | 1 star | No one-command install · Source | |
| 192 | 22.557 | windows-context-mcpmcp · observability | Enables AI agents to access real-time Windows PC context including active window, system performance, screen time, productivity analytics, and… | 1 star | No one-command install · Source | |
| 193 | 22.557 | kanban-zone-mcp-servermcp · back-end | Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards, cards, comments, checklists, and tasks. | 1 star | No one-command install · Source | |
| 194 | 22.557 | local-apple-datamcp · back-end | MCP server for privacy-gated local Apple data access including Mail, Messages, Notes, Calendar, Contacts, Photos, Reminders, Voice Memos, and iCloud… | 1 star | No one-command install · Source | |
| 195 | 22.557 | mitra-mcpmcp · back-end | A modular MCP server integrating Clockify, WakaTime, and Azure DevOps for time tracking, work item management, and time logging via a unified API. | 1 star | No one-command install · Source | |
| 196 | 22.557 | takos-officemcp · back-end | Self-hosted productivity suite with document, slide, and spreadsheet editors, all accessible via a single MCP endpoint for agent-native interaction. | 1 star | No one-command install · Source | |
| 197 | 22.557 | mcp-outlook-calendarmcp · other | Enables interaction with Outlook / Microsoft 365 calendar, allowing users to list events, get event details, find meeting times, and access calendar… | 1 star | No one-command install · Source | |
| 198 | 22.557 | c2bmcp · search | Enables Claude to recall context from a merged knowledge graph of your Obsidian vault and code projects, providing tools to search, find neighbors… | 1 star | No one-command install · Source | |
| 199 | 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 | |
| 200 | 22.557 | torah-mcpmcp · back-end | MCP server that provides access to the Sefaria library (Tanakh, Talmud, Mishneh Torah, etc.) with tools for text, links, search, and calendars. It… | 1 star | 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.