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

RankScoreComponentDescriptionEvidenceLast commitInstall
60147.273bmpixel-thingsmcp · databaseIntegrates with Things.app task management for macOS, enabling task and project creation with full metadata support, update operations including…3 stars · 2 forksNo one-command install · Source
60147.273aws-cloudguardmcpmcp · observabilityAn intelligent AWS monitoring and incident response solution using Anthropic's Model Context Protocol (MCP). Enables users to monitor AWS resources…3 stars · 2 forksNo one-command install · Source
60147.273unanet-govcon-erp-mcp-servermcp · back-endEnables natural language interaction with Unanet GovCon ERP for project management, time tracking, financial reporting, and contact management…3 stars · 2 forksNo one-command install · Source
60147.273mikah13-clickupmcp · back-endIntegrates with ClickUp's API to enable task management, team collaboration, and workflow automation for AI-driven project management and reporting.3 stars · 2 forksNo one-command install · Source
60546.654jira-data-center-mcp-servermcp · back-endEnables AI assistants to deeply introspect Jira Data Center configurations — including workflows, schemes, automation, and Assets — through 76…5 starsNo one-command install · Source
60546.654raalarcon9705-jiramcp · otherCommunity Jira and Confluence integration with full CRUD, sprint management, workflow transitions, and Markdown-to-ADF conversion.5 starsNo one-command install · Source
60546.654opentoolmcp · ai-agentsOpenTool is an MCP server that provides AI agents with secure, authenticated access to a wide range of tools (GitHub, Notion, Slack, etc.) through a…5 starsNo one-command install · Source
60546.654alexfatalix-obsidian-climcp · otherBridge MCP clients to a local Obsidian vault using the official Obsidian CLI, with configurable safety modes for write operations.5 starsNo one-command install · Source
60546.654iipanda-multi-jiramcp · back-endConnects to multiple Jira instances through a single server.5 starsNo one-command install · Source
60546.654gmail-drive-mcp-servermcp · commsEnables Claude to manage Gmail, Google Calendar, and Google Drive, including sending emails, scheduling meetings, and organizing files, with…5 starsNo one-command install · Source
60546.654sage-hq-taskmemmcp · searchProvides AI assistants with persistent memory and task management capabilities through semantic search, project organization, and task tracking with…5 starsNo one-command install · Source
61244.444developer-utilitiesmcp · otherStreamline technical workflows with a comprehensive suite of data transformation and validation utilities. Convert between diverse formats like JSON…1,303 installsNo commit datelisted No one-command install · Source
61344.256long-run-hybrid-coachmcp · otherProvides a personal hybrid running and strength training coach that integrates with Intervals.icu, offering 28-day plans, activity reconciliation, and…3 stars · 1 forkNo one-command install · Source
61344.256notion-local-mcp-easymcp · ai-agentsA Windows MCP server for personal Notion Agent integration, providing file read, search, and modification tools in a selected workspace, with an…3 stars · 1 forkNo one-command install · Source
61344.256evc-team-relay-mcpmcp · ai-agentsGive AI agents read/write access to your Obsidian vault via MCP3 stars · 1 forkNo one-command install · Source
61344.256pebble-index-mcpmcp · searchEnables voice captures from a smart ring to search and append notes in a local Obsidian vault and query an OpenAI-compatible AI agent, returning…3 stars · 1 forkNo one-command install · Source
61344.256clickup-mcpmcp · back-endalso listed as cvrt-jh-clickupLightweight ClickUp MCP server for task management with 37 tools and token-optimized responses to reduce API verbosity.3 stars · 1 forkNo one-command install · Source
61344.256macwulf-jira-deliverymcp · otherJira operations toolkit with reusable policy modules and workflow automation.3 stars · 1 forkNo one-command install · Source
61344.256consiliencemcp · databaseFinds missing links between notes in an Obsidian vault by analyzing embeddings locally. Exposes tools to suggest missing links across the vault or for…3 stars · 1 forkNo one-command install · Source
61344.256zoho-projects-mcpmcp · ai-agentsConnects Zoho Projects with Claude AI to manage projects, tasks, time tracking, and comments through natural language conversations.3 stars · 1 forkNo one-command install · Source
61344.256todoist-mcpmcp · ai-agentsEnables Claude Desktop and other MCP clients to manage Todoist tasks, projects, and labels through natural language.3 stars · 1 forkNo one-command install · Source
61344.256alfarom256-obsidianmapmcp · otherConverts an Obsidian vault into a navigable knowledge graph with tree navigation, wikilink traversal, semantic gap detection, and write operations.3 stars · 1 forkNo one-command install · Source
61344.256feishu-mcpmcp · ai-agentsEnables AI agents to control Feishu (Lark) through structured tools for messaging, calendar, tasks, and documents.3 stars · 1 forkNo one-command install · Source
61344.256fizzy-do-mcpmcp · back-endOpen-source MCP server that connects AI assistants to Fizzy (Basecamp's task management) with 70+ tools for boards, cards, workflows, and AI-powered…3 stars · 1 forkNo one-command install · Source
61344.256michaelruelas-kanmcp · otherExposes Kan.bn project management capabilities via 40 MCP tools across workspaces, boards, lists, cards, and checklists.3 stars · 1 forkNo one-command install · Source
61344.256stoikio-cybermcp · authSecure MCP gateway for Gmail, Slack, Google Calendar, and Notion with JWT auth and audit logging.3 stars · 1 forkNo one-command install · Source
61344.256qxchuckle-project-managermcp · ai-agentsProject management capabilities for AI agents via Cursor, Claude Desktop, and other MCP clients.3 stars · 1 forkNo one-command install · Source
61344.256deepwired-jiramcp · back-endalso listed as mcp-jira-scopedManage Jira Cloud issues, projects, and workflows using modern scoped API tokens with server-side scope enforcement.3 stars · 1 forkNo one-command install · Source
61344.256davegomez-fizzymcp · otherManage Fizzy kanban boards, cards, comments, and checklists.3 stars · 1 forkNo one-command install · Source
61344.256asana-project-ops-mcp-servermcp · back-endHigh-performance MCP server that transforms how AI assistants interact with Asana, enabling complex task hierarchies and batch operations for…3 stars · 1 forkNo one-command install · Source
61344.256asafdafna-rizemcp · observabilityIntegrates with Rize.io's automatic time tracking platform to manage clients, projects, and tasks while logging time entries and analyzing…3 stars · 1 forkNo one-command install · Source
61344.256apple-calendar-mcp-servermcp · back-endA comprehensive MCP server that provides AI assistants with natural language access to Apple Calendar, enabling reading, searching, creating, and…3 stars · 1 forkNo one-command install · Source
61344.256urjitbhatia-tpmmcp · databaseLocal SQLite-based project management server that tracks organizations, projects, tickets, tasks, and dependencies with automated ID generation…3 stars · 1 forkNo one-command install · Source
61344.256icloud-caldav-mcp-connectormcp · back-endAn HTTP Model Context Protocol (MCP) server exposing iCloud Calendar (CalDAV) tools so MCP-aware clients can list calendars, read events, and…3 stars · 1 forkNo one-command install · Source
61344.256laelluo-xiaomi-notesmcp · authIntegrates with Xiaomi's cloud-based note-taking service to provide complete note and folder management, content searching, image uploads, and…3 stars · 1 forkNo one-command install · Source
61344.256afristrup-planning-centermcp · authIntegrates with Planning Center Online's API to provide read-only access to church management data including people, services, check-ins, giving…3 stars · 1 forkNo one-command install · Source
61344.256hackdonalds-jiramcp · back-endIntegrates with JIRA through REST API v2 to provide complete issue management including retrieval, JQL searching, creation, updates, status…3 stars · 1 forkNo one-command install · Source
61344.256eliasuran-google-calendarmcp · back-endIntegrates the Google Calendar API to enable querying, creation, and modification of calendar entries and events.3 stars · 1 forkNo one-command install · Source
61344.256ejb503-taskcheckermcp · ai-agentsProvides enterprise-grade task orchestration with intelligent evaluation scoring, session-based workflow tracking, and automatic cleanup for…3 stars · 1 forkNo one-command install · Source
61344.256aaronsb-jira-insightsmcp · otherEnables programmatic management of Jira Insights asset schemas through CRUD operations on object types and AQL queries, streamlining IT asset…3 stars · 1 forkNo one-command install · Source
61344.256pr-reviewermcp · github-vcsAnalyzes GitHub pull requests and creates detailed reports in Notion via MCP.3 stars · 1 forkNo one-command install · Source
61344.256sahmadumass-notionmcp · databaseIntegrates with Notion to enable searching, retrieving, creating, and updating pages and databases for natural language-driven knowledge management…3 stars · 1 forkNo one-command install · Source
61344.256yuheinkasaka-scrapboxmcp · otherIntegrates with Scrapbox to retrieve page content, enabling incorporation of collaborative note-taking and knowledge management data into workflows3 stars · 1 forkNo one-command install · Source
61344.256vurtnec-jiramcp · back-endIntegrates with Jira's API to enable issue retrieval and project management tasks.3 stars · 1 forkNo one-command install · Source
61344.256sunwood-ai-labs-gitlab-kanbanmcp · back-endIntegrates with GitLab's API to enable Kanban-style project management and issue tracking for streamlined software development workflows.3 stars · 1 forkNo one-command install · Source
64843.498obsidian-headless-mcpmcp · back-endMCP server that provides tools and resources for AI models to interact with an Obsidian vault, enabling file operations, search, and management via…2 stars · 2 forksNo one-command install · Source
64843.498fastmcp-trellomcp · back-endalso listed as jimdrews-trelloA Trello MCP server that enables AI assistants to manage boards, cards, and lists via the Model Context Protocol.2 stars · 2 forksNo one-command install · Source
64843.498jackfioru92-aruba-emailmcp · commsAccess Aruba email and calendar services2 stars · 2 forksNo one-command install · Source
64843.498stevengonsalvez-todoistmcp · otherProvides a bridge to the Todoist task management platform, enabling advanced project and task management capabilities like creating tasks, organizing…2 stars · 2 forksNo one-command install · Source
64843.498mikeybeez-remindersmcp · otherProvides persistent reminder management with priority-based organization and Obsidian integration for seamless transition of important reminders into…2 stars · 2 forksNo one-command install · Source
64843.498marceausolutions-hvac-quotes-mcpmcp · otherHVAC equipment RFQ management for contractors - submit quotes to distributors, track responses, and compare pricing2 stars · 2 forksNo one-command install · Source
64843.498tamarengel-jira-github-mcpmcp · github-vcsMCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and…2 stars · 2 forksNo one-command install · Source
64843.498wyattjoh-calendar-mcpmcp · back-endMCP server for accessing macOS Calendar events2 stars · 2 forksNo one-command install · Source
64843.498avik-creator-google-calendarmcp · back-endIntegrates with Google Calendar API for viewing, creating, and managing calendar events to enhance scheduling assistance and meeting management…2 stars · 2 forksNo one-command install · Source
64843.498calendar-app-mcpmcp · searchEnables AI assistants to access and interact with macOS Calendar.app events and reminders, including viewing, searching, and filtering calendar data.2 stars · 2 forksNo one-command install · Source
64843.498uddeshya-23-jiramcp · back-endIntegrates with Jira's REST API to enable issue tracking, project management, and workload analytics tasks.2 stars · 2 forksNo one-command install · Source
66043.275vibemcpmcp · commsToken-optimized unified MCP server for Gmail and Microsoft 365, enabling email, calendar, and contact management with up to 70% token savings via TOON…4 starsNo one-command install · Source
66043.275yongzhe-wang-apple-calendarmcp · otherRead and manage macOS Calendar.app events via AppleScript with six tools for CRUD operations.4 starsNo one-command install · Source
66043.275gh-aaronsb-jira-cloudmcp · otheralso listed as jira-cloud-mcp-serverJira Cloud integration for issue management, boards, and sprints.4 starsNo one-command install · Source
66043.275mcp-kaneomcp · back-endMCP server for Kaneo task management API. Lets your AI coding assistant manage tasks, projects, labels, and comments in Kaneo.4 starsNo one-command install · Source
66043.275devrecallmcp · databaseLocal-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into a local…4 starsNo one-command install · Source
66043.275localterminal-litemcp · ai-agentsBridges ChatGPT with local computer for controlled file and project management, featuring session-based collaboration and diff tracking.4 starsNo one-command install · Source
66043.275hairyhenderson-obsidian-tasksmcp · otherParses Obsidian task data directly from markdown files with support for status filters, due date comparisons, tag inclusion and exclusion, path…4 starsNo one-command install · Source
66043.275proticom-gnosysmcp · databaseAgent-first persistent memory and knowledge management using SQLite with Markdown safety net, dream consolidation, hybrid search, and Obsidian vault…4 starsNo one-command install · Source
66043.275mac-mcpmcp · ai-agentsA read-only MCP server that exposes data from native macOS apps (Mail, Notes, Calendar, Reminders, Contacts, Messages, Spotlight) to AI agents over…4 starsNo one-command install · Source
66043.275blackbox-mcpmcp · ai-agentsLocal-first FastMCP server for project context (scanning, memory, agent handoff) and configurable AI assistant delegation, supporting multiple…4 starsNo one-command install · Source
66043.275admin978-canvas-lmsmcp · back-endLocal-first MCP server for Canvas LMS — access courses, assignments, grades, modules, announcements, and calendar events via stdio.4 starsNo one-command install · Source
66043.275agent-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
66043.275windows-management-mcp-servermcp · back-endA Python-based MCP server for local Windows diagnostics, task management, cleanup, hardware inspection, security checks, and administrative workflows.4 starsNo one-command install · Source
66043.275notion-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
66043.275p4-plan-mcp-servermcp · back-endEnables AI assistants to interact with P4 Plan project management data via GraphQL API.4 starsNo one-command install · Source
66043.275qgis-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
66043.275surfndev-petroglyphsmcp · ai-agentsBridge iPad handwriting input with LLMs via image capture and Obsidian vault integration.4 starsNo one-command install · Source
66043.275mcp-server-unipilemcp · back-endProvides 95 tools to connect AI assistants to LinkedIn, Email, Calendar, WhatsApp, Instagram, and Telegram through the Unipile API, enabling…4 starsNo one-command install · Source
66043.275a2a-mcp-demomcp · ai-agentsA2A and MCP agent demo showing integration with business systems4 starsNo one-command install · Source
66043.275sebastianreinig-vibanmcp · otherFile-based Kanban board that enables task management through natural language, storing tasks in JSON with YAML configuration for project-specific…4 starsNo one-command install · Source
66043.275kanishkez-obsidianmcp · back-endIntegrates with Obsidian vaults through REST API to enable reading, writing, creating, and deleting markdown files within knowledge bases for…4 starsNo one-command install · Source
66043.275pwalagov-file-controlmcp · searchProvides comprehensive filesystem operations including directory analysis, content search, Git integration, and full file editing capabilities with…4 starsNo one-command install · Source
66043.275lazy-toggl-mcp-servermcp · back-endProvides tools to start/stop time tracking, list workspaces, and view current entry in Toggl.4 starsNo one-command install · Source
66043.275task-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
66043.275takuya0206-obsidianmcp · back-endEnables Claude to read, search, and modify Obsidian vault notes through a Node.js application that connects to the Local REST API plugin for seamless…4 starsNo one-command install · Source
66043.275clawlinkmcp · commsConnects AI agents to 100+ apps including Gmail, Slack, Notion, and GitHub via one-click OAuth integration.4 starsNo commit datelisted No one-command install · Source
66043.275yuezheng2006-jiramcp · otherBridges AI assistants with JIRA issue tracking systems, enabling users to query and manipulate JIRA data without switching contexts.4 starsNo commit datelisted No one-command install · Source
68842.840jira-mcp-server-5mcp · back-endA local MCP server for managing Jira issues, enabling creation, update, deletion, search, and commenting on issues via natural language.3 forksNo one-command install · Source
68842.840klauseduard-jiramcp · observabilityIntegrates with JIRA issue tracking systems to enable retrieving, searching, creating, and updating issues, listing projects, and logging work time…3 forksNo one-command install · Source
68842.840graph-rag-obsidianmcp · searchA local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your…3 forksNo one-command install · Source
68842.840openproject-mcp-servermcp · back-endA comprehensive MCP server for integrating with OpenProject API, enabling AI assistants to manage projects, work packages, time tracking, and users.3 forksNo one-command install · Source
69241.082scom82-topvisor-mcpmcp · back-endAn unofficial MCP server that provides 17 tools for Yandex/Google rank tracking via the Topvisor API v2, enabling project management, keyword import…1 star · 2 forksNo one-command install · Source
69241.082sparksheets-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
69241.082memos-mcpmcp · searchConnects to Memos note-taking service to read, write, search, filter, and manage memos, including creating comments and managing users.1 star · 2 forksNo one-command install · Source
69241.082easyproject-mcp-servermcp · back-endIntegrates with EasyProject API to manage projects, tasks, users, time tracking, and reporting via MCP protocol in editors like Cursor AI.1 star · 2 forksNo one-command install · Source
69241.082disrex-planemcp · otherIntegrates with Plane's project management platform through 76 specialized tools for complete issue, project, module, cycle, label, state, comment…1 star · 2 forksNo one-command install · Source
69241.082trello-mcp-server-on-cloudflare-workersmcp · devopsEnables comprehensive Trello integration via MCP, supporting boards, lists, cards, comments, labels, members, checklists, search, and attachments…1 star · 2 forksNo one-command install · Source
69241.082goldk3y-google-calendarmcp · authIntegrates with Google Calendar through OAuth2 authentication to provide complete calendar management including event creation, updating, deletion…1 star · 2 forksNo one-command install · Source
69241.082emmanuelsystems-notionmcp · databaseIntegrates with Notion workspaces to enable database operations, page management, block manipulation, and search functionality for seamless document…1 star · 2 forksNo one-command install · Source
69241.082webdevtodayjason-slim-utility-suitemcp · back-endIntegrates diverse utility services including weather data, email, task management, currency conversion, and calendar functions through a RESTful API…1 star · 2 forksNo 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