Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 22.557 | jira-mcp-server-2mcp · back-endalso listed as rajendarmuddasani-jira | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 22.557 | theyahia-elma365mcp · other | Integrates with ELMA365 for application elements and BPM task management. | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 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 | |
| 1001 | 22.557 | mcp-relay-kitmcp · back-end | A unified MCP gateway that reduces context token usage by exposing all services through just two tools (search and execute), supporting built-in… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | gnomon-mcpmcp · back-endalso listed as lihtness-gnomon-mcp | A small MCP server for the boring-but-essential utilities every model needs: dates, calendars, arithmetic, unit conversion. Use it so your assistant… | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | brasil-mcp-essentialsmcp · back-end | A privacy-first MCP server providing 14 offline Brazilian utilities including document validation, boleto parsing, PIX BR Code generation/parsing, and… | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | startvest-llc-idealift-mcp-servermcp · comms | Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams… | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | christulino-todoist-v1-mcp-servermcp · back-end | MCP server for Todoist built on the unified API v1. Stdio transport, 20 tools covering tasks, projects, sections, and labels. No daily reconnection… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | drboria-md-todomcp · other | Task management and approval workflows with 6 tools for creating, managing, approving, and delegating todo items. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | mcp-atlassian-node-servermcp · back-end | Production-ready MCP server for Atlassian Jira and Confluence, providing tools for issue management, page retrieval, and content operations. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | alanse-clickup-multi-workspacemcp · other | Integrates with ClickUp workspaces to provide task management, project organization, time tracking, and team collaboration across multiple workspaces… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | basicopsmcp · other | Project management with tasks, notes, messages, and team collaboration via BasicOps. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | atlas-backendmcp · back-end | Backend server for Atlas productivity platform | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | task-md-utilities-mcp-servermcp · back-end | Enables AI assistants to manage tasks in a kanban board organized as markdown files, with operations to create, update, delete, move tasks, manage… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | lukaris-framedeck-mcpmcp · other | [Framedeck](https://framedeck.app) is a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools for managing… | 1 star | armory install lukaris-framedeck-mcp --cli claude | |
| 1001 | 22.557 | trello-mcp-server-2mcp · back-end | Provides programmatic access to Trello's API to manage boards, lists, cards, and organizations via MCP. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | nextcloud-mcpmcp · back-end | MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction. | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | task-crusader-mcpmcp · back-end | A campaign and task management MCP server for AI coding assistants, enabling dependency tracking, acceptance criteria, testing strategies, and… | 1 star | No one-command install · Source | |
| 1001 | 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 | |
| 1001 | 22.557 | cocaxcode-devflowmcp · github-vcs | Jira and GitHub/GitLab workflow automation with 32 tools. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | mcp-apple-obsidianmcp · back-end | A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It provides extensive tools for interacting with Obsidian vaults, notes… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | obsidian-pdf-evidencemcp · search | Enables AI agents to extract PDF text, search with PDF++ citations, access vault files, manage tags, and run Dataview queries in Obsidian via MCP. | 1 star | No one-command install · Source | |
| 1001 | 22.557 | oabolade-figmamcp · front-end | Apify Actor providing API-based access to Figma design files, components, assets, and project management through 15+ specialized tools | 1 star | No one-command install · Source | |
| 1001 | 22.557 | timergy-app-timergymcp · auth | Create scheduling polls (like Doodle/When2Meet) from AI agents. No auth required. Tools: `create_poll`, `get_poll`, `vote_on_poll`, `get_results`… | 1 star | No one-command install · Source | |
| 1001 | 22.557 | jira-pm-mcpmcp · back-endalso listed as panitw-jira-project-management | Wraps JIRA Cloud REST API for AI-driven agile project management, enabling sprint health monitoring, label syncing, risk flagging, and audit receipt… | 1 star | No one-command install · Source | |
| 1001 | 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 |
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.