Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1401 | Unranked | video-vision-mcpmcp · ai-agents | An MCP server enabling Claude Code to analyze any video (local file, URL, or Jira ticket attachment) by extracting frame images and audio transcripts… | No signals yet | No one-command install · Source | |
| 1402 | Unranked | synology-calendar-mcpmcp · back-end | Enables Claude to manage calendars and todos on a Synology NAS or any CalDAV server, supporting listing, creation, updating, and deletion of events… | No signals yet | No one-command install · Source | |
| 1403 | Unranked | mcp-enterprise-connectormcp · ai-agents | MCP server exposing ServiceNow, Jira, and PagerDuty as unified tools for AI agents, enabling incident management, issue tracking, and on-call… | No signals yet | No one-command install · Source | |
| 1404 | Unranked | microsoft-365-remote-mcp-servermcp · back-end | Gives Claude access to Microsoft 365 mail, calendar, files, and Teams chat with per-user identity via On-Behalf-Of flow. Supports reading and drafting… | No signals yet | No one-command install · Source | |
| 1405 | Unranked | receitas-mcp-servermcp · search | MCP server that enables AI assistants to manage a recipe catalog, including listing, searching, adding, removing, and suggesting recipes, with… | No signals yet | No one-command install · Source | |
| 1406 | Unranked | ncmcpmcp · auth | A self-hosted MCP server that exposes Nextcloud files, calendar, notes, and search as tools for Claude.ai, authenticating via Nextcloud OAuth. | No signals yet | No one-command install · Source | |
| 1407 | Unranked | mcpipe-toolchainmcp · front-end | Provides read-only access to Confluence, GitHub, Jira, Figma, Outlook, Teams, and browser automation for AI clients, enabling safe discovery… | No signals yet | No one-command install · Source | |
| 1408 | Unranked | jira-dc-advops-mcpmcp · back-end | Local MCP helpers for Jira Data Center advanced ops used from Cursor. It enables reading Tempo Structure boards via Structure REST API. | No signals yet | No one-command install · Source | |
| 1409 | Unranked | mcp-project-manager-labmcp · database | A project management MCP server that exposes create_task, list_tasks, and update_task tools backed by SQLite for task tracking. | No signals yet | No one-command install · Source | |
| 1410 | Unranked | ja-local-kbmcp · search | A local knowledge base MCP server that enables retrieval and evidence-based Q&A over Obsidian Markdown notes, with high-recall embedding search… | No signals yet | No one-command install · Source | |
| 1411 | Unranked | mcp-connectormcp · auth | A general-purpose MCP connectivity layer that bridges MCP clients to authenticated remote MCP servers, managing authentication, credentials, routing… | No signals yet | No one-command install · Source | |
| 1412 | Unranked | jira-confluence-team-lead-mcpmcp · observability | Provides sprint and developer analytics from Jira, answering questions about sprint content, developer performance, and refinement readiness. Can… | No signals yet | No one-command install · Source | |
| 1413 | Unranked | employment-data-mcpmcp · other | Provides read-only FastMCP tools for BLS nonfarm employment, ADP private employment, economic calendar, and employment release summaries. | No signals yet | No one-command install · Source | |
| 1414 | Unranked | duytnb79-asana-mcpmcp · back-end | A local MCP server that lets you interact with Asana using a personal access token, providing tools to list projects and tasks, search tasks, create… | No signals yet | No one-command install · Source | |
| 1415 | Unranked | notion-task-remote-mcp-workermcp · ai-agents | MCP server that creates tasks in a Notion database via a Cloudflare Worker, exposing a create_task tool through Streamable HTTP. Enables… | No signals yet | No one-command install · Source | |
| 1416 | Unranked | workbeastmcp · comms | Enables LLMs to query a local commitment ledger and knowledge base extracted from email, calendar, and meeting transcripts, allowing natural language… | No signals yet | No one-command install · Source | |
| 1417 | Unranked | aryanduntley-aifpmcp · database | Database-driven FP enforcement and project management. | No signals yet | No one-command install · Source | |
| 1418 | Unranked | radicale-mcpmcp · ai-agents | MCP server for Radicale/CalDAV servers, enabling AI agents to manage calendars and task lists by listing, creating, and deleting events and reminders. | No signals yet | No one-command install · Source | |
| 1419 | Unranked | mcp-task-servermcp · database | A security-focused Model Context Protocol server for task management over stdio, backed by SQLite. It exposes tools to create, list, complete, delete… | No signals yet | No one-command install · Source | |
| 1420 | Unranked | cashflow13mcp · back-end | MCP server for 13-week cash flow planning. It generates a survival calendar and identifies the week cash goes negative, with real Excel formulas. | No signals yet | No one-command install · Source | |
| 1421 | Unranked | consiliummcp · ai-agents | Local round table enabling multiple agents and a user to share topics, history, and requests with @agent, with persistent conversations and task… | No signals yet | No one-command install · Source | |
| 1422 | Unranked | kenotex-mcpmcp · database | MCP server that lets AI agents manage real todos, calendar events, and daily habits in the Kenotex planner app for Mac/iPhone via a local HTTP server… | No signals yet | No one-command install · Source | |
| 1423 | Unranked | gws-mcpmcp · back-end | A small MCP server for read-write access to Google Tasks, Calendar, and Drive, enforcing human approval for all mutating operations. | No signals yet | No one-command install · Source | |
| 1424 | Unranked | vikunja-mcpmcp · back-end | Enables AI assistants to interact with Vikunja task management via ergonomic and raw REST tools for projects, tasks, labels, and comments. | No signals yet | No one-command install · Source | |
| 1425 | Unranked | wiki-compilermcp · other | Compiles web sources into structured, backlinked wiki pages in an Obsidian-compatible vault and enables querying the knowledge base via MCP. | No signals yet | No one-command install · Source | |
| 1426 | Unranked | postbotemcp · search | An MCP server that enables AI assistants to read-only search and retrieve GNOME mail, contacts, and calendar data using IMAP and Evolution Data… | No signals yet | No one-command install · Source | |
| 1427 | Unranked | taskflow-mcpmcp · ai-agents | A production-ready MCP server for task management, enabling LLMs to create, list, and manage tasks via tools and resources, with support for local… | No signals yet | No one-command install · Source | |
| 1428 | Unranked | early-app-mcp-servermcp · back-end | An MCP server that provides AI assistants with access to the EARLY time tracking public API, enabling time entry management, activity management, and… | No signals yet | No one-command install · Source | |
| 1429 | Unranked | notion-bank-mcpmcp · ai-agents | Plan-bank MCP for AI agents and Notion. Agents read and write Markdown implementation plans with line + section addressing — no ad-hoc temp scripts. | No signals yet | No one-command install · Source | |
| 1430 | Unranked | thinker-mcpmcp · ai-agents | MCP server for thinker-ci, exposing tickets, CI/CD pipelines, project management data, and AI-agent sessions as tools and resources for Claude Code… | No signals yet | No one-command install · Source | |
| 1431 | Unranked | tyme-bazi-mcpmcp · back-end | Windows-local stdio MCP server for Chinese calendar and Four Pillars (BaZi) calculations, providing deterministic tools for day pillars, four pillars… | No signals yet | No one-command install · Source | |
| 1432 | Unranked | toss-readonly-mcpmcp · back-end | A read-only MCP server exposing Toss Securities Open API tools for Korean and US stock quotes, symbol search, order books, candles, exchange rates… | No signals yet | No one-command install · Source | |
| 1433 | Unranked | clio-manage-firm-assistantmcp · auth | An MCP server that connects Clio Manage to ChatGPT/Codex, enabling authorized firm users to check calendar availability, review tasks, and confirm… | No signals yet | No one-command install · Source | |
| 1434 | Unranked | macos-mcp-automationmcp · browser | Enables macOS system automation, window management, and productivity tools for AI agents, including running AppleScripts, opening apps, retrieving… | No signals yet | No one-command install · Source | |
| 1435 | Unranked | taskpilot-mcp-servermcp · back-end | Provides 13 tools for AI agents to manage tasks, calendar, and goals in TaskPilot, a local-first desktop task manager with a permissioned agent runner… | No signals yet | No one-command install · Source | |
| 1436 | Unranked | project-manager-mcp-servermcp · database | Enables project management through natural language, allowing users to create, list, and update tasks with SQLite persistence, integrated with Claude… | No signals yet | No one-command install · Source | |
| 1437 | Unranked | jb-gateway-mcpmcp · auth | A local MCP server that acts as a secure credential-holding gateway to Google APIs (Gmail, Calendar, Drive), with deny-by-default policy enforcement… | No signals yet | No one-command install · Source | |
| 1438 | Unranked | second-brain-github-mcpmcp · github-vcs | A small, authenticated remote MCP server that lets an AI app safely read and write one GitHub repository, built for a second-brain / Obsidian vault… | No signals yet | No one-command install · Source | |
| 1439 | Unranked | zephyr-squad-server-mcpmcp · ai-agents | An MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Center) test management via ZAPI. It exposes operations for test cycles… | No signals yet | No one-command install · Source | |
| 1440 | Unranked | onboarding-mcp-servermcp · back-end | A local-first MCP server that enables AI coding assistants to map codebases, transcribe onboarding videos with keyframe screenshots, and maintain… | No signals yet | No one-command install · Source | |
| 1441 | Unranked | agent-task-list-mcp-servermcp · database | Provides a self-hosted shared work queue for AI agents via MCP, using a local SQLite database for task management. | No signals yet | No one-command install · Source | |
| 1442 | Unranked | laviya-mcp-servermcp · ai-agents | A production-oriented MCP runtime providing orchestration tools for IDE and agent integrations, including task management, diagnostics, and token… | No signals yet | No one-command install · Source | |
| 1443 | Unranked | agentbridge-2mcp · comms | Enables agents to access Google Calendar events, search Gmail, and semantically search local notes through MCP tools, with safety guardrails and… | No signals yet | No one-command install · Source | |
| 1444 | Unranked | research-project-mcp-demomcp · back-end | A demo MCP server for research project management that enables document ingestion, information extraction, project tracking, and report generation… | No signals yet | No one-command install · Source | |
| 1445 | Unranked | mstodomcp · ai-agents | Connects Microsoft To Do to Claude, enabling task fetching, planning, completion, note-taking, and checklist management through natural language. | No signals yet | No one-command install · Source | |
| 1446 | Unranked | jp-calendar-mcpmcp · ai-agents | MCP server for Japanese business days, public holidays, wareki dates, and tax arithmetic, helping AI agents avoid common Japanese date and tax errors. | No signals yet | No one-command install · Source | |
| 1447 | Unranked | obsidian-semantic-search-mcpmcp · search | Read-only semantic retrieval for agents that need to find the right Obsidian note without write access. | No signals yet | No one-command install · Source | |
| 1448 | Unranked | webhotelier-mcpmcp · back-end | A read-only MCP server that lets AI assistants query the WebHotelier REST API for live hotel data, including property info, room availability, rates… | No signals yet | No one-command install · Source | |
| 1449 | Unranked | agent-hqmcp · ai-agents | An MCP server that provides shared memory, kanban board, and agent registry for AI agents to collaborate as a team, with a live dashboard for human… | No signals yet | No one-command install · Source | |
| 1450 | Unranked | mcp-cloud-gatewaymcp · back-end | Unifies local MCP servers into a single secure Cloudflare Tunnel endpoint, making them accessible to MCP clients like Notion and Claude. Supports… | No signals yet | No one-command install · Source | |
| 1451 | Unranked | mcp-google-workspace-agentmcp · ai-agents | This MCP server enables natural language management of Google Calendar and Google Sheets, exposing tools for scheduling, updating, searching events… | No signals yet | No one-command install · Source | |
| 1452 | Unranked | skool-mcp-kitmcp · auth | MCP server to read and operate your Skool community (calendar, feed, posts, members) and publish posts/comments with confirmation, using your own… | No signals yet | No one-command install · Source | |
| 1453 | Unranked | obsidian-excalidraw-universal-mcpmcp · back-end | MCP server enabling AI assistants to read and write Obsidian notes, create and edit Excalidraw drawings, and run Excalidraw scripts via natural… | No signals yet | No one-command install · Source | |
| 1454 | Unranked | google-accounts-mcpmcp · back-end | MCP server for multiple Google accounts, providing tools for Gmail, Drive, Calendar, Tasks, and Contacts with multi-account support and cross-MCP file… | No signals yet | No one-command install · Source | |
| 1455 | Unranked | icloud-reminders-and-calendar-mcp-servermcp · back-end | Lets Claude read and manage your iCloud Reminders and Calendar through a custom MCP connector, enabling natural language queries and actions. | No signals yet | No one-command install · Source | |
| 1456 | Unranked | job-tracker-mcpmcp · back-end | Enables users to manage job applications (add, list, update status) through natural language conversations, using Notion as the backend. | No signals yet | No one-command install · Source | |
| 1457 | Unranked | kanbantool-mcpmcp · back-end | An MCP server that connects AI assistants to Kanban Tool for reading and managing boards, tasks, and workflows via natural language. | No signals yet | No one-command install · Source | |
| 1458 | Unranked | io-github-ermintoygar-vault-health-mcpmcp · back-end | MCP server for Obsidian vault structural health checks, enabling users to find broken wikilinks, orphaned notes, and missing frontmatter, with… | No signals yet | No one-command install · Source | |
| 1459 | Unranked | apple-productivity-mcpmcp · back-end | Connects Claude Code to Apple Mail, Calendar, and Reminders through macOS automation APIs, enabling management of emails, events, and reminders via… | No signals yet | No one-command install · Source | |
| 1460 | Unranked | mithra-mcpmcp · ai-agents | Turns a one-person, multi-project workspace into state an agent can reason over, exposing live git status, Kanban boards, tasks, standups, and… | No signals yet | No one-command install · Source | |
| 1461 | Unranked | cs-ai-notion-mcpmcp · database | Provides full CRUD capabilities over Notion pages, databases, and content blocks, enabling natural language search, creation, and modification of… | No signals yet | No one-command install · Source | |
| 1462 | Unranked | mcp-gateway-promcp · back-end | Unified Model Context Protocol server that bundles Slack, GitHub, Jira, PostgreSQL, Redis, AWS, webhooks, and email into one lightweight Docker… | No signals yet | No one-command install · Source | |
| 1463 | Unranked | plutus-mcp-servermcp · back-end | A self-hosted MCP server for homelabs with ~193 tools covering media, home automation, productivity, infrastructure, and public APIs, featuring a web… | No signals yet | No one-command install · Source | |
| 1464 | Unranked | icloud-calendar-mcp-servermcp · back-end | Enables Claude (or any MCP client) to read and write events on your iCloud calendars via CalDAV. | No signals yet | No one-command install · Source | |
| 1465 | Unranked | openproject-mcp-and-skillsmcp · back-end | MCP server enabling AI agents to interact with OpenProject API v3 for project management, including creating and managing work packages, projects… | No signals yet | No one-command install · Source | |
| 1466 | Unranked | tg-assistantmcp · ai-agents | MCP server that connects Claude to a Telegram personal assistant, enabling message processing, task management, and responses via scheduled workflows. | No signals yet | No one-command install · Source | |
| 1467 | Unranked | taskpaper-mcp-servermcp · back-end | MCP server that automates TaskPaper on macOS, enabling task management operations like reading, searching, adding, completing tasks, and setting… | No signals yet | No one-command install · Source | |
| 1468 | Unranked | icloud-caldav-mcpmcp · auth | Provides AI calendar operators full iCloud Calendar access through CalDAV, with two-factor authentication and app-specific passwords. | No signals yet | No one-command install · Source | |
| 1469 | Unranked | gohighlevel-mcp-startermcp · back-end | MCP server that lets you talk to your GoHighLevel sub-account in plain English, offering six tools to search contacts, list calendars, check free… | No signals yet | No one-command install · Source | |
| 1470 | Unranked | notion-mcp-server-2mcp · back-end | Enables Claude Desktop to read and create Notion pages with markdown formatting support. | No signals yet | No one-command install · Source | |
| 1471 | Unranked | jira-worktrack-mcpmcp · back-end | A zero-dependency MCP server that answers common questions about Jira work, such as what is assigned to me, standup status, sprint health, and more… | No signals yet | No one-command install · Source | |
| 1472 | Unranked | matlab-workflow-mcp-servermcp · back-end | Enables remote execution of MATLAB experiments via natural language, with tools for code execution, task management, file transfer, and system… | No signals yet | No one-command install · Source | |
| 1473 | Unranked | business-operations-mcp-servermcp · search | An MCP server exposing internal business operations as tools — task management (create, list, update status) and RAG-style semantic search over an… | No signals yet | No one-command install · Source | |
| 1474 | Unranked | bda-mcpmcp · back-end | An MCP server providing Jyotish, Panchang, and Sanatan Dharma knowledge tools including panchang computation, festival calendars, muhurat windows… | No signals yet | No one-command install · Source | |
| 1475 | Unranked | super-productivity-mcp-2mcp · back-end | An MCP server that connects ChatGPT Desktop or Codex to Super Productivity's local REST API, enabling explicit task selection, planning, timer… | No signals yet | No one-command install · Source | |
| 1476 | Unranked | jarvis-mcp-servermcp · database | Provides Claude with tools to read/write an Obsidian vault, query a local SQLite database, and manage files, accessible from any device via OAuth over… | No signals yet | No one-command install · Source | |
| 1477 | Unranked | taskdoc-mcpmcp · github-vcs | Enables management of Kanban-backed task checkpoint documents in Obsidian, supporting task creation, querying, checkpoint commits, and rich block… | No signals yet | No one-command install · Source | |
| 1478 | Unranked | caldav-mcpmcp · ai-agents | This MCP server enables Claude to read and manage self-hosted CalDAV calendars (SOGo, Nextcloud, Radicale, etc.) with strict safety guardrails… | No signals yet | No one-command install · Source | |
| 1479 | Unranked | lineworks-mcpmcp · auth | MCP server for LINE WORKS that enables accessing user profiles, calendars, tasks, groups, and notes via OAuth 2.0. | No signals yet | No one-command install · Source | |
| 1480 | Unranked | agent-skillsmcp · search | Retrieval-only MCP server that turns any knowledge source (Obsidian vault, notes, reference sets) into searchable Qdrant-backed skills, exposing… | No signals yet | No one-command install · Source | |
| 1481 | Unranked | test-dcr-mcp-servermcp · auth | A spec-compliant remote MCP server with built-in OAuth 2.1 and Dynamic Client Registration, enabling Notion Custom Agents to connect via 'Sign in with… | No signals yet | No one-command install · Source | |
| 1482 | Unranked | mcp-notion-fastmcp · back-end | A lightweight MCP server for Notion that enables natural language management of pages, databases, and blocks through the current Notion API. | No signals yet | No one-command install · Source | |
| 1483 | Unranked | collab-mcpmcp · ai-agents | Multi-AI collaboration MCP server enabling message passing, code review workflows, shared todo lists, and agent management with authentication and… | No signals yet | No one-command install · Source | |
| 1484 | Unranked | 7pace-connectormcp · observability | Enables Claude to interact with 7pace Timetracker for Jira, supporting time logging, worklog queries, and summaries. | No signals yet | No one-command install · Source | |
| 1485 | Unranked | obsidian-cli-mcp-servermcp · back-end | Enables AI assistants to perform over 80 Obsidian vault operations locally via the Obsidian CLI, with a single tool and no network dependencies. | No signals yet | No one-command install · Source | |
| 1486 | Unranked | yt-summarizermcp · ai-agents | MCP server that fetches YouTube video transcripts and creates Notion pages with summaries. Enables Claude Desktop to summarize videos and save them to… | No signals yet | No one-command install · Source | |
| 1487 | Unranked | atlassian-browser-mcpmcp · back-end | MCP server that enables accessing Jira and Confluence using browser cookies captured via a Chrome extension, avoiding the need for API tokens or… | No signals yet | No one-command install · Source | |
| 1488 | Unranked | notion-knowledge-mcpmcp · back-end | A Cloudflare Workers-based MCP server for Notion knowledge base management, enabling intelligent search, automatic recording of code snippets, and… | No signals yet | No one-command install · Source | |
| 1489 | Unranked | taskboard-mcpmcp · ai-agents | An MCP server that integrates a Kanban task board into a sandboxed agent environment, with tools for task management and deterministic state snapshots… | No signals yet | No one-command install · Source | |
| 1490 | Unranked | forwardemail-mcp-servermcp · back-end | Enables management of ForwardEmail domains, aliases, emails, sieve filters, contacts, calendars, and more via natural language, using 71 MCP tools. | No signals yet | No one-command install · Source | |
| 1491 | Unranked | codeforge-mcpmcp · other | Enables MCP-compatible clients to delegate senior software engineering tasks like code generation, review, Jira management, and architecture… | No signals yet | No one-command install · Source | |
| 1492 | Unranked | yandex-calendar-pluginmcp · other | Unofficial local MCP plugin for interacting with Yandex Calendar from Codex. Enables calendar listing, event CRUD, and Telemost meeting creation via… | No signals yet | No one-command install · Source | |
| 1493 | Unranked | standardbeagle-dart-querymcp · other | Context-efficient Dart AI task management with batch operations, DartQL selectors, and CSV import. | No signals yet | No one-command install · Source | |
| 1494 | Unranked | calendarbridgemcp · ai-agents | MCP server that connects ChatGPT to Apple Calendar via a local Mac agent, enabling event listing, searching, and creation while keeping data on your… | No signals yet | No one-command install · Source | |
| 1495 | Unranked | headless-obsidian-mcpmcp · back-end | A headless MCP server for interacting with Obsidian vaults, enabling AI assistants to search, read, edit, and manage notes and their structure without… | No signals yet | No one-command install · Source | |
| 1496 | Unranked | webdeploy-mcpmcp · devops | Enables AI clients and users to deploy static sites, Node.js services, and Python web applications without Docker, with tools for project management… | No signals yet | No one-command install · Source | |
| 1497 | Unranked | zephyr-scale-mcpmcp · ai-agents | MCP 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 yet | No one-command install · Source | |
| 1498 | Unranked | ews-outlook-mcpmcp · back-end | MCP server for Claude to access on-premises Outlook/Exchange mailboxes via EWS with NTLM authentication, providing tools for email, calendar, and… | No signals yet | No one-command install · Source | |
| 1499 | Unranked | splitfare-mcpmcp · ai-agents | An 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 yet | No one-command install · Source | |
| 1500 | Unranked | secondbrainbridgemcp · search | Lets ChatGPT search and reason over your local Obsidian Markdown vault through natural language, with tools for search, Q&A, note retrieval… | No signals yet | 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.