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

RankScoreComponentDescriptionEvidenceLast commitInstall
1501Unrankedzephyr-scale-mcpmcp · ai-agentsMCP server for managing test cases, cycles, and results in Zephyr Scale on self-hosted Jira. Enables AI agents to create, search, update, and delete…No signals yetNo one-command install · Source
1502Unrankedews-outlook-mcpmcp · back-endMCP server for Claude to access on-premises Outlook/Exchange mailboxes via EWS with NTLM authentication, providing tools for email, calendar, and…No signals yetNo one-command install · Source
1503Unrankedsplitfare-mcpmcp · ai-agentsAn MCP server that enables AI agents to find cheap flights through split-ticket routing, trip-shape search, and local event calendars for any…No signals yetNo one-command install · Source
1504Unrankedsecondbrainbridgemcp · searchLets ChatGPT search and reason over your local Obsidian Markdown vault through natural language, with tools for search, Q&A, note retrieval…No signals yetNo one-command install · Source
1505Unrankednebelov-yougile-mcpmcp · back-endMCP server for YouGile project management. Provides 57 tools covering 100% of the YouGile API v2, enabling AI agents to manage projects, boards…No signals yetNo one-command install · Source
1506Unrankedmcp-jp-calendarmcp · otherProvides accurate Japanese business day utilities including holiday checks, settlement day calculations, and fiscal period determination, all with…No signals yetNo one-command install · Source
1507Unrankedadi-mcpmcp · back-endA remote MCP server that exposes tools from many services (X, LinkedIn, GitHub, Gmail, Notion, etc.) through a single endpoint on Cloudflare Workers…No signals yetNo one-command install · Source
1508Unrankedobsidianconnectormcp · searchProvides local MCP access to registered Obsidian vaults, enabling Markdown note operations like reading, writing, searching, and managing notes via…No signals yetNo one-command install · Source
1509Unrankedowa-mail-mcpmcp · back-endMCP server for corporate Exchange that provides access to email, calendar, and people directory via OWA JSON API.No signals yetNo one-command install · Source
1510Unrankedz-image-mcpmcp · otherEnables text-to-image generation using Z Image models via RunAPI, with task management and pricing lookup.No signals yetNo one-command install · Source
1511Unrankedtodo-fullmcp · ai-agentsA todo list MCP server with Tools, Resources, and Prompts, demonstrating MCP features and compatible with DeepSeek and Claude Code.No signals yetNo one-command install · Source
1512Unrankedduytnb79-asana-mcp-2mcp · back-endA local MCP server for Asana that uses a personal access token to read and manage Asana projects, tasks, sections, and comments via the standard Asana…No signals yetNo one-command install · Source
1513Unrankedterminal-progress-barmcp · ai-agentsAn MCP server for creating and managing shared terminal progress bars from AI agents, enabling real-time tracking of parallel tasks.No signals yetNo one-command install · Source
1514Unrankedplate-mcpmcp · ai-agentsLightweight project management for teams and AI agents.No signals yetNo one-command install · Source
1515Unrankedsecond-brain-control-plane-mcp-servermcp · searchProvides semantic search, note retrieval, source explanation, daily digests, and health checks for a local Obsidian vault, enabling MCP clients like…No signals yetNo one-command install · Source
1516Unrankedpersonal-reflection-mcpmcp · databaseA FastMCP server for journaling, habit tracking, and task management with SQLite storage.No signals yetNo one-command install · Source
1517Unrankedeasyjob-mcp-servermcp · back-endAn MCP server for the easyJOB REST API that manages OAuth tokens and provides tools for user lookup, job search, time tracking, and generic entity…No signals yetNo one-command install · Source
1518Unrankedjira-helpermcp · github-vcsMCP server providing tools to read and write Jira Cloud issues, including a bridge to GitHub commits for tracing issues to code.No signals yetNo one-command install · Source
1519Unrankedwebcal-mcpmcp · ai-agentsA read-only MCP server that exposes iCalendar feeds as queryable tools for LLM agents, enabling calendar event retrieval and filtering.No signals yetNo one-command install · Source
1520Unrankedappraisal-tracker-mcpmcp · observabilityEnables tracking annual performance appraisal by logging professional achievements as structured Markdown notes to an Obsidian vault through natural…No signals yetNo one-command install · Source
1521Unrankedgeneric-mcp-gatewaymcp · commsA universal agent gateway that integrates MCP tools (memory, reminders, web search, email, calendar, etc.) with multi-channel messaging (Telegram, QQ)…No signals yetNo one-command install · Source
1522Unrankedcreatorscope-mcpmcp · ai-agentsEnables Claude to pull exact YouTube creator stats (subscribers, views, engagement) and discover new creators, then write them into a Notion…No signals yetNo one-command install · Source
1523Unrankedhirelens-trello-mcp-servermcp · back-endGrants the HireLens Dust agent read/write access to a Trello board via three tools: get_card, add_comment, and set_description.No signals yetNo one-command install · Source
1524Unrankedmcp-ops-agentmcp · ai-agentsProvides MCP tools for operations desk tasks including calendar availability, customer lookup, quote calculation, and notification sending. Includes…No signals yetNo one-command install · Source
1525Unrankedopenwifi-mcpmcp · ai-agentsTurns Claude Code into an interactive OpenWiFi triage assistant, providing tools for searching Linux wireless patches, Jira tickets, running LLM-based…No signals yetNo one-command install · Source
1526Unrankedkieboost-mcpmcp · back-endMCP server connecting Claude to kie.ai's unified API for over 30 AI models (image, video, audio), handling asynchronous task management and dedicated…No signals yetNo one-command install · Source
1527Unrankedasana-full-mcpmcp · back-endExposes the full Asana REST API via an MCP server, enabling operations like task management and workspace queries, with configurable safety…No signals yetNo one-command install · Source
1528Unrankedpeoplelikeus-mcp-servermcp · back-endEnables AI assistants to browse properties, manage conversations, update availability calendars, and track exchanges on the PeopleLikeUs home exchange…No signals yetNo one-command install · Source
1529Unrankedhomeexchange-mcpmcp · searchInteract with the HomeExchange home-swapping platform — search listings, manage your calendar and availabilities, and handle messages and exchange…No signals yetNo one-command install · Source
1530Unrankedobsidian-knowledge-mcpmcp · searchEnables hybrid vector-BM25 search and retrieval of Obsidian vault knowledge notes, allowing AI assistants like Claude to efficiently access relevant…No signals yetNo one-command install · Source
1531Unrankedmcp-google-calendar-2mcp · authA minimal MCP server for Google Calendar using OAuth 2.0, enabling calendar management, event CRUD, sharing, and push notifications via natural…No signals yetNo one-command install · Source
1532Unrankedgranoflow-mcp-servermcp · back-endExposes Granoflow's local REST API and CLI as tools for AI agents, IDEs, and automation, enabling task and project management via natural language.No signals yetNo one-command install · Source
1533Unrankedvivado-mcp-nativemcp · otherEnables AI clients to directly launch, control, and analyze AMD/Xilinx Vivado on Windows and Linux, supporting project management, synthesis…No signals yetNo one-command install · Source
1534Unrankedworkspace-board-mcpmcp · back-endMCP server for workspace kanban boards, enabling board operations like get, add, update, move, delete cards and columns.No signals yetNo one-command install · Source
1535Unrankeddcr-demo-mcpmcp · authDemonstrates OAuth 2.0 Dynamic Client Registration with Duo SSO, providing three MCP servers for calendar events, document management, and analytics…No signals yetNo one-command install · Source
1536Unrankedragvaultmcp · searchMCP server for local-first RAG over Obsidian vaults, enabling AI agents to search and ask questions about notes with grounded citations.No signals yetNo one-command install · Source
1537Unrankedofficient-mcpmcp · back-endAn MCP server that provides typed tools for AI assistants to read and write data from the Officient HR API, including people, calendars, contracts…No signals yetNo one-command install · Source
1538Unrankedjira-issue-context-mcpmcp · back-endRead-only MCP server that fetches a single Jira issue by key and returns its title, description, comments, attachment summary, and image attachments.No signals yetNo one-command install · Source
1539Unrankedgoogle-calendar-ai-agent-mcp-servermcp · back-endEnables natural language interaction with Google Calendar through AI agent tools for scheduling, event management, and availability checking.No signals yetNo one-command install · Source
1540Unrankeddevflow-mcpmcp · ai-agentsA read-only MCP server that securely serves Jira (Server/Data Center) data to Claude Code without exposing the personal access token, with optional…No signals yetNo one-command install · Source
1541Unrankedatlassian-mcp-infrastructuremcp · devopsHardened Docker infrastructure enabling secure, single-tenant MCP access to Jira and Confluence Cloud through a proxy.No signals yetNo one-command install · Source
1542Unrankedintervals-mcpmcp · back-endLocal MCP server for analyzing Intervals.icu accounts, creating AI-assisted training plans, and applying managed drafts to the calendar after explicit…No signals yetNo one-command install · Source
1543Unrankedmcp-cirujanosmcp · back-endMCP server for scheduling appointments and managing services for plastic surgery clinics. Supports calendar operations, booking, catalog search, and…No signals yetNo one-command install · Source
1544Unrankedloredex-mcp-servermcp · back-endEnables AI coding agents to search, read, and write notes in an Obsidian vault via MCP tools, and monitor product handoffs and state.No signals yetNo one-command install · Source
1545Unrankedmcp-obsidian-2mcp · back-endMCP server for interacting with Obsidian via the Local REST API, enabling file operations, search, and content editing in your vault.No signals yetNo one-command install · Source
1546Unrankedmeegle-cli-mcpmcp · otherEnables interaction with Meegle project management via local CLI, supporting work items, views, charts, teams, and workflows through natural language…No signals yetNo one-command install · Source
1547Unrankedmcp-planemcp · back-endMCP server for Plane project management platform providing 56 tools for workspaces, projects, issues, comments, cycles, modules, and more.No signals yetNo one-command install · Source
1548Unrankedxiaozhi-mcp-bridge-templatemcp · back-endThis MCP server enables AI models to interact with ESP32 devices, providing built-in tools for web search, note management, calculator, and custom…No signals yetNo one-command install · Source
1549Unrankedplane-selfhost-mcpmcp · back-endEnables interaction with self-hosted Plane project management instances using X-API-Key authentication, offering tools for project discovery, issue…No signals yetNo one-command install · Source
1550Unrankedswitchboard-notion-mcpmcp · otherProvides tools to manage Notion job records via MCP, including finding customers by phone, creating job entries, scheduling follow-ups, and querying…No signals yetNo one-command install · Source
1551Unrankedwoffu-managermcp · back-endAn MCP server to manage time tracking and time off on Woffu, allowing users to clock in days, view balances, request leave, and check team…No signals yetNo one-command install · Source
1552Unrankedticktick-calendar-mcp-servermcp · back-endIntegrates TickTick calendar with Obsidian/Claude Code, enabling users to register events from markdown text or files via natural language.No signals yetNo one-command install · Source
1553Unrankedmail-calendar-mcpmcp · otherEnables full read/write control over Apple Mail.app and Calendar.app on macOS, exposing all configured accounts without per-provider setup.No signals yetNo one-command install · Source
1554Unrankedtodoist-mcp-litemcp · back-endMinimal Todoist MCP server that provides direct passthrough to the Todoist REST API v2, supporting all HTTP methods via a single tool.No signals yetNo one-command install · Source
1555Unrankedleaseir-mcp-servermcp · back-endEnables natural language access to Leaseir operational data from Airtable, Jira, and MongoDB. Supports querying orders, equipment, service incidents…No signals yetNo one-command install · Source
1556Unrankedharvest-forecast-mcpmcp · back-endAn MCP server that integrates Harvest time tracking and Forecast resource scheduling APIs, enabling AI agents to track time, manage projects, and…No signals yetNo one-command install · Source
1557Unrankedtrello-task-manager-mcp-servermcp · back-endEnables AI applications to manage tasks on a real Trello board by exposing four MCP tools for adding, listing, completing, and deleting tasks.No signals yetNo one-command install · Source
1558Unrankedstoryforge-mcp-servermcp · back-endEnables AI clients to create and manage Jira tickets for Agile backlog items through natural language commands, integrating structured backlog…No signals yetNo one-command install · Source
1559Unrankedcustom-atlassian-mcpmcp · back-endA self-hosted MCP server that exposes Jira and Confluence Cloud to MCP clients, enabling issue tracking, search, creation, and Confluence page…No signals yetNo one-command install · Source
1560Unrankedgws-mcp-2mcp · commsAn MCP server that enables AI assistants to manage Google Workspace (Gmail and Calendar) through natural language, including reading/sending emails…No signals yetNo one-command install · Source
1561Unrankedcerebromcpmcp · ai-agentsMCP server for working with the Cerebro project management system. Lets Claude and other LLM clients read data from Cerebro: tasks, messages, users…No signals yetNo one-command install · Source
1562Unrankedai-ops-agentmcp · commsAn always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and more through chat, with a private markdown vault and multimodal tools.No signals yetNo one-command install · Source
1563Unrankedneon-mcp-servermcp · databaseEnables natural language interaction with Neon PostgreSQL databases, supporting project management, SQL execution, and database migrations through…No signals yetNo one-command install · Source
1564Unrankedclickdownmcp · ai-agentsEnables AI agents to manage Kanban tasks, boards, teams, and checklists via natural language, with full CRUD operations and live updates.No signals yetNo one-command install · Source
1565Unrankednico-apple-mcpmcp · otherEnables AI assistants to interact with local Apple Calendar, Notes, and Contacts on macOS. Provides tools for creating, reading, updating, and…No signals yetNo one-command install · Source
1566Unrankedlocal-apple-mcpmcp · ai-agentsEnables Claude or any MCP client to read Apple Mail, Calendar, Photos, and create Apple Notes locally on macOS, without any data leaving the machine.No signals yetNo one-command install · Source
1567Unrankedvoicebox-mcp-fullmcp · otherProvides full control over the locally-hosted Voicebox TTS/voice-cloning app, exposing 102 tools for speech generation, voice cloning, audio project…No signals yetNo one-command install · Source
1568Unrankedgithub-pr-analyzer-mcp-servermcp · github-vcsFetches GitHub pull request details and saves reviews to Notion.No signals yetNo one-command install · Source
1569Unrankedtelegrambotmcpmcp · commsEnables a Telegram chatbot to create Google Calendar events, schedule reminders, and summarize CSV files via an AI agent using the Model Context…No signals yetNo one-command install · Source
1570Unrankednotion-job-trackermcp · databaseEnables searching, adding, and updating job leads in a Notion database directly from an MCP client.No signals yetNo one-command install · Source
1571Unrankedkellymcp · ai-agentsA local MCP server for CalDAV that gives Claude read access to your calendar, enabling planning, conflict checking, and schedule summaries.No signals yetNo one-command install · Source
1572Unrankedclaude-hotmail-connectormcp · back-endLets Claude read email and read/write calendar events for personal Microsoft accounts (Hotmail/Outlook/Live) via Microsoft Graph API, filling the gap…No signals yetNo one-command install · Source
1573Unrankedissuehubmcp · ai-agentsMCP server that provides issue tracking tools for Jira, Redmine, GitHub, and GitLab via the Model Context Protocol, enabling agents to search, fetch…No signals yetNo one-command install · Source
1574Unrankedobsidian-mcp-4mcp · back-endWraps the official Obsidian CLI to expose vault tools for MCP clients, enabling note management, search, tasks, properties, and more through…No signals yetNo one-command install · Source
1575Unrankedjira-ai-tool-servermcp · back-endA plugin-oriented Jira capability kernel for AI models, providing 24+ tools for Jira operations including issue search, comments, transitions, and…No signals yetNo one-command install · Source
1576Unrankedbunpro-mcpmcp · otherManage a Japanese learning review queue backed by an Obsidian vault; allows reviewing due items, quizzing on mastered words, adding new grammar/vocab…No signals yetNo one-command install · Source
1577Unrankedapple-suite-mcpmcp · back-endA minimal Python MCP server that gives Claude access to built-in Apple apps (Mail, Contacts, Calendar, Notes, Reminders) on macOS, leveraging native…No signals yetNo one-command install · Source
1578Unrankedclickup-intelligence-mcp-servermcp · back-endAI-powered project management intelligence and workflow optimization for ClickUp, including project health analysis, smart sprint planning, task…No signals yetNo one-command install · Source
1579Unrankedcontinue-chat-exportmcp · commsSanitizes Continue.dev session exports and reformats them as readable Obsidian chat Markdown, with MCP tools that return only metadata (paths, counts)…No signals yetNo one-command install · Source
1580Unrankedox-mcpmcp · back-endMCP server for Open-Xchange & standards-based mail: email (IMAP/SMTP), Sieve filters, CalDAV calendar, CardDAV contacts, free/busy.No signals yetNo one-command install · Source
1581Unrankedkilimo-mcpmcp · otherProvides Kenya precision agriculture tools via MCP, including crop calendar, fertilizer guide, pest alerts, and KALRO crop variety recommendations.No signals yetNo one-command install · Source
1582Unrankedknowledgekeepermcp · commsA GitOps pipeline that syncs Slack and Notion decisions into a versioned wiki, served to AI coding tools via MCP with tools to browse knowledge maps…No signals yetNo one-command install · Source
1583Unrankedlibrarian-mcp-servermcp · ai-agentsA local MCP server that gives AI agents structured access to a personal Obsidian knowledge vault, with semantic search, organization through Maps of…No signals yetNo one-command install · Source
1584Unrankedmcp-calendar-toolsmcp · authEnables reading and managing calendar events from local .ics files offline, without OAuth.No signals yetNo one-command install · Source
1585Unrankedclaude-slack-to-notionmcp · commsEnables automatic collection and AI analysis of Slack messages to create organized Notion pages, supporting custom analysis directions like meeting…No signals yetNo one-command install · Source
1586Unrankedmcp-saas-bridgemcp · ai-agentsA unified MCP server that connects AI agents to Jira, Notion, and GitHub, enabling search, create, and update actions across these services.No signals yetNo one-command install · Source
1587Unrankedjira-gatewaymcp · authExposes Jira task management (list, create with two-step confirmation, start) to AI agents while keeping credentials hidden, and deliberately does not…No signals yetNo one-command install · Source
1588Unrankedmini-task-mcp-servermcp · back-endEnables task management via MCP tools for creating, listing, updating, completing, and deleting tasks with JSON file storage.No signals yetNo one-command install · Source
1589Unrankedcaldav-mcp-servermcp · back-endEnables full CRUD operations on calendar events, free/busy queries, and availability slot finding via CalDAV, supporting Nextcloud, Radicale, iCloud…No signals yetNo one-command install · Source
1590Unrankedhelios-calcom-mcpmcp · otherSecure MCP wrapper for Cal.com integration, exposing calendar booking tools to Hermes/Helios.No signals yetNo one-command install · Source
1591Unrankedrealtycalendar-mcpmcp · ai-agentsConnects AI agents to RealtyCalendar accounts, allowing users to query bookings, availability, and check-ins via natural language, with local-first…No signals yetNo one-command install · Source
1592Unrankedapple-calendar-jxa-mcpmcp · back-endEnables read/write access to Apple Calendar on macOS by bypassing permission restrictions via JXA scripts, allowing users to manage calendar events…No signals yetNo one-command install · Source
1593Unrankedtracker-mcp-servermcp · back-endEnables AI agents to manage Kanban boards, cards, sessions, and automations through a unified MCP interface with real-time updates, supporting…No signals yetNo one-command install · Source
1594Unrankedopenproject-codexmcp · otherEnables Codex to interact with OpenProject for project management, work packages, and reporting.No signals yetNo one-command install · Source
1595Unrankedmcp-apps-generative-ui-showcasemcp · front-endEnables booking flights and hotels, creating investment portfolios, and managing kanban boards directly within a chat interface using generative UI…No signals yetNo one-command install · Source
1596Unrankedmulti-google-calendar-gmail-mcpmcp · commsEnables multi-account Gmail and Google Calendar access through MCP, allowing operations across multiple Google accounts with a single tool call.No signals yetNo one-command install · Source
1597Unrankedtaskmesh-mcp-servermcp · back-endEnables AI IDEs to interact with TaskMesh task management and time tracking APIs through secure, scoped access tokens.No signals yetNo one-command install · Source
1598Unrankedceph-mcpmcp · back-endMCP server for managing a Ceph cluster, currently implementing note-taking functionality as a placeholder.No signals yetNo one-command install · Source
1599Unrankedtoolchain-mcpmcp · github-vcsIntegrates development toolchain services (GitLab, Jira, Redmine, Mattermost, Harbor) and provides composite tools to query cross-system data with a…No signals yetNo one-command install · Source
1600Unrankedmcp-stytch-consumer-todo-listmcp · ai-agentsAn MCP server that manages a TODO list with user authentication via Stytch, enabling AI agents to interact with a full-stack application.No signals yetNo 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