Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1801 | Unranked | io-github-tradesystemsnique-aidatataskrunner-mcpmcp · observability | Enables to control AiDataTaskRunner panel for backtesting tasks via MCP, allowing task management, configuration, and monitoring through natural… | No signals yet | No one-command install · Source | |
| 1802 | Unranked | zeiglerbd5-google-workspacemcp · auth | MCP server for Gmail, Google Calendar, Docs, and Sheets via OAuth 2.0 with configurable per-service permission levels. | No signals yet | No one-command install · Source | |
| 1803 | Unranked | imprint-mcp-servermcp · back-end | Enables querying local meeting notes, calendar events, email metadata, and daily digests from Imprint's database via natural language through Claude… | No signals yet | No one-command install · Source | |
| 1804 | Unranked | obsidian-mcp-fastmcp · ai-agents | Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retrieval of notes without requiring Obsidian app, supporting Claude… | No signals yet | No one-command install · Source | |
| 1805 | Unranked | obsidian-modified-mcp-servermcp · back-end | TypeScript MCP server for Obsidian with core vault operations, graph analytics, and semantic search. | No signals yet | No one-command install · Source | |
| 1806 | Unranked | business-day-mcpmcp · back-end | MCP server for business-day arithmetic with country-aware holiday calendars. It offers tools to check, calculate, and list business days and holidays… | No signals yet | No one-command install · Source | |
| 1807 | Unranked | prodbeam-mcp-servermcp · github-vcs | Generates engineering intelligence reports (standups, weekly summaries, sprint retrospectives) from GitHub and Jira data, accessible via MCP clients… | No signals yet | No one-command install · Source | |
| 1808 | Unranked | prowpt-mcp-servermcp · back-end | Enables AI agents to create, edit, and publish web apps on Prowpt.ai through project management, code editing, and AI assistant tools. | No signals yet | No one-command install · Source | |
| 1809 | Unranked | agentic-eng-a2atlassianmcp · ai-agents | Jira and Confluence access for AI agents with pre-configured connections and compact output. | No signals yet | No one-command install · Source | |
| 1810 | Unranked | denis-platonov-qtm4jmcp · other | QMetry Test Management for Jira (QTM4J) integration with 20+ tools for test cases, cycles, executions, and steps. | No signals yet | No one-command install · Source | |
| 1811 | Unranked | qtm4j-mcp-servermcp · back-end | MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test case and cycle management via natural language. | No signals yet | No one-command install · Source | |
| 1812 | Unranked | maito-mcp-servermcp · back-end | Enables AI assistants to interact with Maito workspaces for task management, note-taking, and planning. | No signals yet | No one-command install · Source | |
| 1813 | Unranked | richardlemmon-agent-teammcp · database | 13 specialized AI agents collaborating via SQLite with 44 MCP tools for project management. | No signals yet | No one-command install · Source | |
| 1814 | Unranked | local-first-mcpmcp · search | Exposes locally-built AI tools to Claude, enabling article summarization, promo generation, and semantic search over an Obsidian vault. | No signals yet | No one-command install · Source | |
| 1815 | Unranked | onetrueclaude-knowledge-gapsmcp · ai-agents | MCP server for identifying concepts mentioned but not explained in markdown knowledge bases like Obsidian and Logseq vaults. | No signals yet | No one-command install · Source | |
| 1816 | Unranked | onetrueclaude-vault-healthmcp · other | Detect broken links, orphaned notes, and missing frontmatter in Obsidian vaults, with safe auto-repair. | No signals yet | No one-command install · Source | |
| 1817 | Unranked | vault-health-mcpmcp · back-end | MCP server for Obsidian vault structural health checks. Find broken wikilinks, orphaned notes, and missing frontmatter, with optional auto-repair. | No signals yet | No one-command install · Source | |
| 1818 | Unranked | hebbian-vaultmcp · back-end | MCP server for intelligent, use-adaptive Obsidian vault search. It uses Hebbian learning and graph centrality to rank files by usage and relevance. | No signals yet | No one-command install · Source | |
| 1819 | Unranked | onetrueclaude-hebbian-vaultmcp · search | Usage-adaptive Obsidian vault search combining Hebbian learning, PageRank, and BM25 via Reciprocal Rank Fusion. | No signals yet | No one-command install · Source | |
| 1820 | Unranked | ms-graph-devmcp · back-end | Helps construct and validate Microsoft Graph REST API calls with on-demand tool loading, providing request details, required permissions, and code… | No signals yet | No one-command install · Source | |
| 1821 | Unranked | mcp-atlassianmcp · search | Enables interaction with Atlassian Confluence and Jira through natural language, allowing users to search, create, update, and transition issues and… | No signals yet | No one-command install · Source | |
| 1822 | Unranked | lake-of-vectorsmcp · database | Enables semantic search over local knowledge bases like Obsidian notes, SQLite, and plaintext files, exposing results to Claude via MCP server. | No signals yet | No one-command install · Source | |
| 1823 | Unranked | as-j-fastmailmcp · comms | Accesses Fastmail email, contacts, and calendar data through the JMAP protocol. | No signals yet | No one-command install · Source | |
| 1824 | Unranked | jira-confluence-mcp-servermcp · back-end | Enables AI assistants to interact with Jira and Confluence via natural language, supporting 37 Jira tools and 16 Confluence tools. | No signals yet | No one-command install · Source | |
| 1825 | Unranked | notion-full-mcpmcp · back-end | Full-featured Notion MCP server enabling deep page reading, block editing, snapshot/restore, file uploads, table manipulation, page restore, and… | No signals yet | No one-command install · Source | |
| 1826 | Unranked | mcp-claudecodemcp · search | Implements 41 tools from Claude Code, including bash, file operations, web search, task management, and more, all accessible via MCP protocol. | No signals yet | No one-command install · Source | |
| 1827 | Unranked | hjarnimcp · back-end | Markdown-based note-taking with a hosted endpoint for persistent, searchable access to notes and knowledge bases. | No signals yet | No one-command install · Source | |
| 1828 | Unranked | hjarni-mcp-servermcp · back-end | Gives AI assistants long-term memory by letting them search, read, create, and organize Markdown notes, folders, tags, and links through a hosted… | No signals yet | No one-command install · Source | |
| 1829 | Unranked | jira-dev-mcpmcp · back-end | A local MCP server for Jira Cloud-driven development. Connects MCP clients to Jira for searching issues, reading tasks, parsing attachments, and… | No signals yet | No one-command install · Source | |
| 1830 | Unranked | worph-trellomcp · devops | Manages Trello boards, lists, cards, comments, checklists, and attachments via Dockerized HTTP transport with Beacon discovery. | No signals yet | No one-command install · Source | |
| 1831 | Unranked | overtimepog-canvas-lmsmcp · other | Integrates with Canvas LMS to access courses, assignments, grades, submissions, and calendar events with HTML-to-plaintext conversion. | No signals yet | No one-command install · Source | |
| 1832 | Unranked | gh-cooperniebuhr-clickupmcp · auth | Manage tasks, docs, time tracking, and chat in ClickUp with OAuth 2.1 authentication. | No signals yet | No one-command install · Source | |
| 1833 | Unranked | juanan04-quest-lifemcp · back-end | MCP server for gamified productivity tracking with RPG-style quests, habit streaks, and XP progression via Supabase. | No signals yet | No one-command install · Source | |
| 1834 | Unranked | taiki200504-voiceos-calendar-slotsmcp · other | Calculates available calendar time slots, factoring in travel time between meetings and location data. | No signals yet | No one-command install · Source | |
| 1835 | Unranked | licherry-notionmcp · back-end | MCP server for the Notion API with 17 tools for CRUD operations on pages, databases, blocks, and comments with token optimization. | No signals yet | No one-command install · Source | |
| 1836 | Unranked | larspnw-todoistmcp · back-end | Todoist REST API integration with 35 tools for task and project management. | No signals yet | No one-command install · Source | |
| 1837 | Unranked | fortis-trello-mcpmcp · other | Enables natural language management of a Trello board for Fortis robotics, including card creation, moving, blocking, weekly recurring tasks, and… | No signals yet | No one-command install · Source | |
| 1838 | Unranked | bugforgemcp · back-end | AI-powered QA defect reporting MCP server that generates Jira-ready defect reports with business context, reproduction steps, and priority from test… | No signals yet | No one-command install · Source | |
| 1839 | Unranked | atlassian-buddymcp · ai-agents | Connects Claude to Jira and Confluence, enabling natural language research, design with Mermaid diagrams, documentation writing, and ticket creation… | No signals yet | No one-command install · Source | |
| 1840 | Unranked | eliya-56-jira-cloudmcp · back-end | Jira Cloud integration with 10 tools for issue management, search, transitions, comments, and file attachments via the REST API v3. | No signals yet | No one-command install · Source | |
| 1841 | Unranked | zube-mcpmcp · back-end | MCP server for the Zube.io project management API, exposing boards, cards, epics, tickets, sprints, and workspaces as tools for AI assistants. | No signals yet | No one-command install · Source | |
| 1842 | Unranked | redmine-mcp-server-3mcp · back-end | Enables AI agents to interact with Redmine project management tool via its API, supporting issue creation, updates, search, and attachment operations. | No signals yet | No one-command install · Source | |
| 1843 | Unranked | spogborg-jardinmcp · observability | Personal garden management tool for tracking plants, logging observations, and scheduling care tasks with Apple Calendar and Reminders integration. | No signals yet | No one-command install · Source | |
| 1844 | Unranked | nextcloud-caldav-mcp-servermcp · ai-agents | An MCP server that lets Claude create calendar events and tasks in Nextcloud via CalDAV. | No signals yet | No one-command install · Source | |
| 1845 | Unranked | notion-schedule-agentmcp · ai-agents | An MCP server that turns your Notion task list into an AI-optimized daily schedule, reading tasks with page content and priorities from an Eisenhower… | No signals yet | No one-command install · Source | |
| 1846 | Unranked | mcp-jamamcp · search | Enables Claude to interact with JAMA Cloud (Jama Connect) for project management, including creating, updating, and searching items, managing test… | No signals yet | No one-command install · Source | |
| 1847 | Unranked | danywaygit-altfinsmcp · observability | Provides crypto market analytics including screener data, technical analysis, OHLC history, news, and calendar events. | No signals yet | No one-command install · Source | |
| 1848 | Unranked | jira-extended-mcp-servermcp · back-end | Enables AI agents to manage Jira Cloud projects with full CRUD operations, bulk actions, sprint and release management, and issue linking using… | No signals yet | No one-command install · Source | |
| 1849 | Unranked | spike-mcpmcp · front-end | Connects Claude to Jira and Confluence for researching, designing spike docs with Mermaid diagrams, writing Confluence pages, and creating Jira… | No signals yet | No one-command install · Source | |
| 1850 | Unranked | boxverse-ai-listenme-mcp-servermcp · back-end | MCP server for ListenME — product research task management via Boxverse AI. Provides 21 tools for managing research tasks, reviewing user feedback… | No signals yet | No one-command install · Source | |
| 1851 | Unranked | jobpilot-mcpmcp · observability | Transforms Claude into an AI job-hunting assistant that searches remote job boards, scores roles against your CV, generates tailored cover letters… | No signals yet | No one-command install · Source | |
| 1852 | Unranked | pablo-obsidian-mcpmcp · ai-agents | An MCP server that provides full read/write access to an Obsidian vault, enabling searching, task management, wiki-link graph analysis, and attachment… | No signals yet | No one-command install · Source | |
| 1853 | Unranked | dotfiles-mcp-servermcp · github-vcs | Enables LLMs to access and execute custom automation scripts from a dotfiles repository, including tools for JIRA, GitHub, Jenkins, and code review. | No signals yet | No one-command install · Source | |
| 1854 | Unranked | mcp-task-toolsmcp · ai-agents | Provides task and project management tools for AI agents, including todo list management, prioritization frameworks like Eisenhower Matrix and RICE… | No signals yet | No one-command install · Source | |
| 1855 | Unranked | rog0x-task-toolsmcp · ai-agents | In-memory task management with priority sorting frameworks, PERT time estimation, standup generation, and sprint burndown tracking. | No signals yet | No one-command install · Source | |
| 1856 | Unranked | xeve-mcp-servermcp · back-end | MCP server for xeve.io that enables AI assistants to query personal analytics including productivity, coding, health, music, and GitHub activity. | No signals yet | No one-command install · Source | |
| 1857 | Unranked | jinike-ai-mcp-servermcp · comms | Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox reading, email sending, event creation, task management, and daily… | No signals yet | No one-command install · Source | |
| 1858 | Unranked | west-emp-ss-jiramcp · other | C# .NET Jira Cloud integration with read tools, analysis, and a Blazor suggestions viewer. | No signals yet | No one-command install · Source | |
| 1859 | Unranked | gh-ryanyogan-fizzymcp · other | Manages Fizzy kanban boards, cards, columns, comments, and tags for Basecamp's task tracking tool. | No signals yet | No one-command install · Source | |
| 1860 | Unranked | timepiece-mcpmcp · back-end | MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries about issue durations, status histories, and aggregated metrics via… | No signals yet | No one-command install · Source | |
| 1861 | Unranked | jira-mcp-server-7mcp · back-end | Connects Claude to Jira, allowing users to query tasks, log work, add comments, and execute JQL queries through conversational AI. | No signals yet | No one-command install · Source | |
| 1862 | Unranked | goldholdmcp · ai-agents | Persistent cross-session memory for AI agents with semantic search, task management, and inter-agent messaging. | No signals yet | No one-command install · Source | |
| 1863 | Unranked | hdu-ics-mcp-servermcp · search | Enables querying of Hangzhou Dianzi University course schedules, exams, and campus events by accessing the HDUHelp ICS calendar subscription. Supports… | No signals yet | No one-command install · Source | |
| 1864 | Unranked | yarikyar-hulymcp · observability | Huly project management integration with issue tracking, time logging, and custom fields. | No signals yet | No one-command install · Source | |
| 1865 | Unranked | venice851007-feishumcp · back-end | Manages Feishu documents, messaging, calendar events, and document search via the Open Platform API. | No signals yet | No one-command install · Source | |
| 1866 | Unranked | ryaker-day-plannermcp · ai-agents | Interactive day-planning dashboard rendered inside Claude conversations with calendar, inbox, and docs integration. | No signals yet | No one-command install · Source | |
| 1867 | Unranked | tal-shilian-m-mishlohamcp · front-end | Remote MCP connecting Claude Teams to GitLab, Jira, and Figma for development workflows. | No signals yet | No one-command install · Source | |
| 1868 | Unranked | anamnesemcp · ai-agents | Personal memory and productivity layer for AI assistants with cloud-synced facts, tasks, goals, and notes. | No signals yet | No one-command install · Source | |
| 1869 | Unranked | notion-mcp-wrappermcp · back-end | Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback to direct REST API, enabling reliable Notion page operations from… | No signals yet | No one-command install · Source | |
| 1870 | Unranked | notion-mpmmcp · back-end | Enables interaction with Notion workspaces through a comprehensive set of tools for managing pages, blocks, databases, users, comments, and search… | No signals yet | No one-command install · Source | |
| 1871 | Unranked | obsidian-mcp-guardmcp · ai-agents | Provides read/write file tools with lint validation to prevent agents from writing malformed Obsidian markdown, and constrains writes to a single… | No signals yet | No one-command install · Source | |
| 1872 | Unranked | claude-productivity-mcpmcp · ai-agents | An MCP server that integrates popular productivity tools like Gmail, Google Calendar, Google Drive, Google Sheets, Notion, and Microsoft Outlook… | No signals yet | No one-command install · Source | |
| 1873 | Unranked | google-calendar-mcp-libmcp · back-end | A Google Calendar MCP server that enables listing, creating, updating, and deleting calendar events and calendars through natural language. | No signals yet | No one-command install · Source | |
| 1874 | Unranked | alayamcp · search | Enables Claude Code to serve as the primary interface for a personal knowledge vault (zk or Obsidian), allowing full read, write, search, and… | No signals yet | No one-command install · Source | |
| 1875 | Unranked | obsidian-mcp-servermcp · back-end | Enables AI assistants to search, read, and append content to notes in an Obsidian vault via the MCP protocol. | No signals yet | No one-command install · Source | |
| 1876 | Unranked | nudgemcp · ai-agents | An MCP server that connects AI assistants like Claude to your todo app, enabling natural, friendly reminders and task management without a server to… | No signals yet | No one-command install · Source | |
| 1877 | Unranked | bluesun-networks-huly-mcpmcp · back-end | MCP server for Huly project management — enables managing issues, documents, people, and labels through natural language. | No signals yet | No one-command install · Source | |
| 1878 | Unranked | dversummcp · payments | Manage clients, projects, tasks, invoices, time tracking, and calendar in dVersum. | No signals yet | No one-command install · Source | |
| 1879 | Unranked | my-obsidian-mcpmcp · search | Enables AI assistants to read, search, create, and modify Obsidian notes via the Model Context Protocol, supporting tasks like daily notes, backlinks… | No signals yet | No one-command install · Source | |
| 1880 | Unranked | gam-mcp-servermcp · back-end | Enables AI assistants to perform Google Workspace administrative actions via GAM7, managing users, groups, calendar, Drive, and more. | No signals yet | No one-command install · Source | |
| 1881 | Unranked | pm-context-mcp-servermcp · back-end | A Python MCP server that gives Claude access to PM workflow data such as sprints, roadmap, blockers, and workload, using synthetic fixture data (no… | No signals yet | No one-command install · Source | |
| 1882 | Unranked | obsidian-vault-mcp-3mcp · search | Enables Claude to read, write, search, and manage an Obsidian vault with tools for notes, tags, folders, and full-text search. | No signals yet | No one-command install · Source | |
| 1883 | Unranked | todosqlite-mcp-servermcp · database | Enables users to manage a personal todo list with CRUD operations, keyword search, and local SQLite storage. Designed for AI agent productivity tools. | No signals yet | No one-command install · Source | |
| 1884 | Unranked | honu-context-powered-todo-mcp-servermcp · back-end | Enables context-powered task management on Trello boards, automatically creating detailed sprint tasks with acceptance criteria and QA steps using AI. | No signals yet | No one-command install · Source | |
| 1885 | Unranked | used-temponmcp · observability | Enables logging time to Tempo (Jira time tracker) via natural language in Claude Desktop or OpenCode. | No signals yet | No one-command install · Source | |
| 1886 | Unranked | projectcontextmcp · ai-agents | A high-performance MCP server providing long-term memory storage with semantic and keyword search, along with a structured agenda engine for task… | No signals yet | No one-command install · Source | |
| 1887 | Unranked | debuggingmax-mcp-server-notionmcp · back-end | Comprehensive MCP server for the Notion API. Provides 22 tools for full CRUD operations on pages, databases, blocks, users, and comments. | No signals yet | No one-command install · Source | |
| 1888 | Unranked | codecks-mcpmcp · back-end | MCP server for Codecks project management, providing 38 tools to manage cards, decks, milestones, tags, and workflows via the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 1889 | Unranked | jobs-tools-knowledgebasemcp · back-end | A MongoDB Atlas-based Notion-style knowledge base management MCP server that supports user workspaces, project management, page CRUD with tree… | No signals yet | No one-command install · Source | |
| 1890 | Unranked | clawwork-mcpmcp · ai-agents | Enables AI coding agents to interact with ClawWork task management, allowing them to access task feeds, claim and complete tasks, post comments, and… | No signals yet | No one-command install · Source | |
| 1891 | Unranked | gammell53-clawworkmcp · ai-agents | Task management for coding agents with task feeds, claiming, progress tracking, and artifact submission. | No signals yet | No one-command install · Source | |
| 1892 | Unranked | dtjiramcpservermcp · back-end | An MCP server that bridges LLM clients with Atlassian Jira Cloud and Jira Service Management Cloud REST APIs, enabling administrative and operational… | No signals yet | No one-command install · Source | |
| 1893 | Unranked | harvest-mcp-server-2mcp · back-end | Integrates with Harvest time tracking to allow AI assistants to log time, view projects, manage tasks, and track work hours, with optional Azure… | No signals yet | No one-command install · Source | |
| 1894 | Unranked | wrike-mcp-servermcp · front-end | Complete MCP server for Wrike project management with 70+ tools and 20 interactive React apps, enabling task, project, and workflow management via… | No signals yet | No one-command install · Source | |
| 1895 | Unranked | mcp-servers-for-qa-and-release-coordinationmcp · back-end | A collection of MCP servers for Slack, Jira, Confluence, and release coordination to automate QA workflows and daily release status reporting. | No signals yet | No one-command install · Source | |
| 1896 | Unranked | notion-local-mcpmcp · database | Reads the local SQLite cache of the Notion desktop app to enable fast, offline search and retrieval of Notion pages from Claude. | No signals yet | No one-command install · Source | |
| 1897 | Unranked | mcp-claudeopsmcp · ai-agents | A comprehensive MCP server for monitoring Claude Code sessions, agent performance, cost tracking, project management, and GitHub synchronization with… | No signals yet | No one-command install · Source | |
| 1898 | Unranked | testing-bank-mcpmcp · devops | An MCP router that connects to multiple PagerDuty sandbox environments for testing integrations like PD+Teams, PD+Jira, and more. | No signals yet | No one-command install · Source | |
| 1899 | Unranked | things-mcp-servermcp · back-end | Enables interaction with the Things app for task management, allowing natural language task creation, project analysis, and priority management. | No signals yet | No one-command install · Source | |
| 1900 | Unranked | graph-rag-mcp-server-for-obsidianmcp · back-end | A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian… | 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.