Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 22.557 | stephenvertex-synthcalmcp · database | Provides a bridge between natural language and calendar management through Supabase, enabling event creation, updating, deletion, and listing without… | 1 star | No one-command install · Source | |
| 2 | 22.557 | mcp-claude-context-servermcp · database | A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai conversations with SQLite database, semantic search, and multiple export… | 1 star | No one-command install · Source | |
| 3 | 22.557 | mrgoonie-todomcp · database | Provides SQLite-backed todo list and task management with full CRUD operations, priority levels, status tracking, assignee management, tagging, due… | 1 star | No one-command install · Source | |
| 4 | 22.557 | havfar-todomcp · database | Provides complete todo list management with SQLite persistence, enabling task creation, completion tracking, deletion, and search functionality… | 1 star | No one-command install · Source | |
| 5 | 22.557 | cdata-jira-service-managementmcp · database | Provides database connectivity through JDBC drivers, enabling query execution and schema exploration across various database systems including Jira… | 1 star | No one-command install · Source | |
| 6 | 22.557 | cursor-ide-development-toolsmcp · database | Provides Cursor IDE with domain-specific tools for accessing Jira, GitHub, and PostgreSQL databases through standalone TypeScript servers that enable… | 1 star | No one-command install · Source | |
| 7 | 23.374 | arre-ankit-notionmcp · database | Integrates with Notion to enable creating, reading, updating, and deleting pages and databases for automated note-taking, task management, and… | 1 fork | No one-command install · Source | |
| 8 | 29.013 | mattarnster-supabasemcp · database | Integrates with the Supabase CLI to enable project management, database operations, and automated workflows for Supabase projects. | 1 star · 1 fork | No one-command install · Source | |
| 9 | 29.013 | xindong888999-phalconmcp · database | Integrates with Phalcon PHP framework to enable project management, code scaffolding, and Cursor IDE data analysis through FastMCP and SQLite database… | 1 star · 1 fork | No one-command install · Source | |
| 10 | 29.013 | notion-mcp-fastmcp · database | Fast, read-only MCP server for Notion that reads directly from local SQLite cache, enabling instant access to Notion pages, databases, and users… | 1 star · 1 fork | No one-command install · Source | |
| 11 | 29.013 | omnifocus-mcpmcp · database | Enables AI assistants to read and write to OmniFocus database, allowing natural language task management, project creation, and GTD workflows. | 1 star · 1 fork | No one-command install · Source | |
| 12 | 32.223 | apple-ecosystemmcp · database | Integrates with macOS applications including Messages, Contacts, Notes, Mail, Reminders, Calendar, and Maps through AppleScript automation and direct… | 2 stars | No one-command install · Source | |
| 13 | 32.223 | unmarco-supataskmcp · database | Redis-based task management system with CRUD operations, time tracking, activity logging, and filtering capabilities | 2 stars | No one-command install · Source | |
| 14 | 32.223 | vault-recommendermcp · database | Enables semantic recommendation for Obsidian vaults, allowing users to find related notes, forgotten knowledge, and missing connections through… | 2 stars | No one-command install · Source | |
| 15 | 32.223 | mailbunker-mcpmcp · database | Zero-trust encrypted email archiving and search MCP server with real-time IMAP IDLE ingestion, AES-256-GCM encryption, SQLite FTS5 full-text search… | 2 stars | No one-command install · Source | |
| 16 | 38.066 | cdmx-gooddaymcp · database | Integrates with Goodday's project management platform to provide task, project, sprint, and user management capabilities with semantic search through… | 2 stars · 1 fork | No one-command install · Source | |
| 17 | 38.066 | apple-mcp-2mcp · database | MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders, Calendar, Contacts, and Safari using SQLite and JXA, all running… | 2 stars · 1 fork | No one-command install · Source | |
| 18 | 38.066 | apple-mcpmcp · database | MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders, Calendar, Contacts, and Safari using SQLite and JXA, all running… | 2 stars · 1 fork | No one-command install · Source | |
| 19 | 38.066 | aaronroef-applemcp · database | Provides 28 read/write tools for macOS Apple applications including Notes, Reminders, Calendar, Contacts, and Safari via local stdio using SQLite and… | 2 stars · 1 fork | No one-command install · Source | |
| 20 | 38.412 | taylorleese-toolzmcp · database | Manages conversation contexts, code snippets, and todo lists across sessions through SQLite storage while providing second opinions by integrating… | 3 stars | No one-command install · Source | |
| 21 | 41.082 | emmanuelsystems-notionmcp · database | Integrates with Notion workspaces to enable database operations, page management, block manipulation, and search functionality for seamless document… | 1 star · 2 forks | No one-command install · Source | |
| 22 | 43.275 | proticom-gnosysmcp · database | Agent-first persistent memory and knowledge management using SQLite with Markdown safety net, dream consolidation, hybrid search, and Obsidian vault… | 4 stars | No one-command install · Source | |
| 23 | 43.275 | devrecallmcp · database | Local-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into a local… | 4 stars | No one-command install · Source | |
| 24 | 44.256 | sahmadumass-notionmcp · database | Integrates with Notion to enable searching, retrieving, creating, and updating pages and databases for natural language-driven knowledge management… | 3 stars · 1 fork | No one-command install · Source | |
| 25 | 44.256 | urjitbhatia-tpmmcp · database | Local SQLite-based project management server that tracks organizations, projects, tickets, tasks, and dependencies with automated ID generation… | 3 stars · 1 fork | No one-command install · Source | |
| 26 | 44.256 | consiliencemcp · database | Finds 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 fork | No one-command install · Source | |
| 27 | 47.273 | bmpixel-thingsmcp · database | Integrates with Things.app task management for macOS, enabling task and project creation with full metadata support, update operations including… | 3 stars · 2 forks | No one-command install · Source | |
| 28 | 47.273 | gogogadgetbytes-smart-connectionsmcp · database | Semantic search using your Obsidian vault's embeddings. | 3 stars · 2 forks | No one-command install · Source | |
| 29 | 57.364 | tkc-tiny-todomcp · database | Enables persistent task management with SQLite storage, allowing creation, updating, deletion, and searching of TODOs with completion tracking and due… | 5 stars · 3 forks | No one-command install · Source | |
| 30 | 57.364 | bifrotek-supabase-http-stream-n8nmcp · database | Integrates with Supabase platform for complete database operations, edge function deployment, project management, and storage handling with HTTP… | 5 stars · 3 forks | No one-command install · Source | |
| 31 | 62.046 | umitkavala-mindpmmcp · database | Persistent project memory for LLMs via SQLite with a built-in Kanban board UI. | 8 stars · 2 forks | No one-command install · Source | |
| 32 | 62.111 | aliyun-supabasemcp · database | Integrates Supabase project management and Alibaba Cloud GPDB with tools for database operations, Edge Functions deployment, storage management, and… | 7 stars · 3 forks | No one-command install · Source | |
| 33 | 64.883 | ddev-mcpmcp · database | Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various… | 13 stars · 1 fork | No one-command install · Source | |
| 34 | 65.543 | obsidian-vectorize-mcpmcp · database | Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serverless platform for cost-effective vector embeddings and AI-powered… | 9 stars · 3 forks | No one-command install · Source | |
| 35 | 68.220 | danedens-fastmcp-todomcp · database | Integrates with MongoDB and MQTT to enable real-time task management, distribution, and updates for collaborative workflows and automation. | 10 stars · 4 forks | No one-command install · Source | |
| 36 | 71.892 | maxkuminov-obsidian-mcpmcp · database | Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0… | 14 stars · 4 forks | No one-command install · Source | |
| 37 | 75.117 | bart6114-bear-notesmcp · database | Provides read-only access to Bear note-taking app's SQLite database for searching and retrieving notes and tags through local Node.js server tools. | 15 stars · 7 forks | No one-command install · Source | |
| 38 | 78.374 | yuzongmin-sqlite-literature-managermcp · database | Integrates literature management operations with knowledge graphs to enable flexible paper tracking, structured note-taking, and research trend… | 19 stars · 9 forks | No one-command install · Source | |
| 39 | 81.352 | brysontang-deltataskmcp · database | Integrates with Obsidian to provide a locally-hosted task management system with intelligent prioritization, task decomposition, and a full API for… | 16 stars · 13 forks | No one-command install · Source | |
| 40 | 81.790 | ejb503-notionmcp · database | Bridges to Notion's knowledge management system, enabling creation and manipulation of pages, databases, and content. | 27 stars · 10 forks | No one-command install · Source | |
| 41 | 83.721 | spranab-sagamcp · database | SQLite-based project management with hierarchical projects, epics, tasks, subtasks, activity logging, and dashboard analytics. | 37 stars · 9 forks | No one-command install · Source | |
| 42 | 84.201 | glaucia86-todo-listmcp · database | Provides in-memory task management with CRUD operations, priority-based organization, tagging, search functionality, and status filtering for… | 46 stars · 7 forks | No one-command install · Source | |
| 43 | 84.454 | n24q02m-better-notionmcp · database | Integrates with Notion through composite tools that combine multiple operations into unified workflows for page management, database operations… | 36 stars · 12 forks | No one-command install · Source | |
| 44 | 85.092 | karaage0703-notion-markdownmcp · database | Integrates with Notion to provide simplified access to workspace content through Markdown conversion for easy retrieval and manipulation of databases… | 49 stars · 8 forks | No one-command install · Source | |
| 45 | 86.924 | regibyte-todo-listmcp · database | Provides a SQLite-based todo list API for creating, reading, updating, and deleting tasks, suitable for basic task management applications. | 47 stars · 16 forks | No one-command install · Source | |
| 46 | Unranked | intervals-mcp-2mcp · database | Enables local-first time tracking with timers and time entries stored in a SQLite database that sync to Intervals in the background, with local-only… | No signals yet | No one-command install · Source | |
| 47 | Unranked | mcpbrainmcp · database | A local-first personal knowledge daemon that syncs Gmail, Drive, and Calendar into a SQLite store for search and context retrieval via Claude Desktop… | No signals yet | No one-command install · Source | |
| 48 | Unranked | mcp-notion-connectmcp · database | Enables AI agents to search, read, and query Notion workspaces, databases, and pages through an MCP gateway. | No signals yet | No one-command install · Source | |
| 49 | Unranked | noteharbor-mcp-2mcp · database | Connects Obsidian Markdown notes as searchable knowledge chunks via MCP tools, enabling semantic vector search and CRUD operations through a layered… | No signals yet | No one-command install · Source | |
| 50 | Unranked | mn-mcpmcp · database | Enables retrieval-augmented question answering over Obsidian vaults and document folders, with local embeddings, vector search, and cited source… | No signals yet | No one-command install · Source | |
| 51 | Unranked | mcp-server-my-todomcp · database | A minimal MCP server for managing a personal todo list backed by SQLite, allowing users to add, list, complete, and delete todos via natural language. | No signals yet | No one-command install · Source | |
| 52 | Unranked | bugpilot-mcp-servermcp · database | Exposes 10 read-only tools for querying synthetic Jira bug data, metrics, trends, and risks via SQLite, enabling AI agents to analyze engineering bugs… | No signals yet | No one-command install · Source | |
| 53 | Unranked | devlog-mcpmcp · database | Enables AI coding agents to publish development logs to a Notion blog database via a single tool, handling input validation and Notion storage. | No signals yet | No one-command install · Source | |
| 54 | Unranked | ai-usage-mcpmcp · database | Read-only MCP server for querying AI usage metrics (exact tokens, cost, latency, errors, productivity) from a local SQLite database, enabling charts… | No signals yet | No one-command install · Source | |
| 55 | Unranked | mcp-native-enterprise-integration-hubmcp · database | A governed AI agent platform that exposes GitHub Issues, Jira, and Slack as MCP servers, with mandatory human-in-the-loop approval for all write… | No signals yet | No one-command install · Source | |
| 56 | 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 | |
| 57 | Unranked | aryanduntley-aifpmcp · database | Database-driven FP enforcement and project management. | No signals yet | No one-command install · Source | |
| 58 | 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 | |
| 59 | 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 | |
| 60 | 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 | |
| 61 | 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 | |
| 62 | 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 | |
| 63 | 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 | |
| 64 | Unranked | personal-reflection-mcpmcp · database | A FastMCP server for journaling, habit tracking, and task management with SQLite storage. | No signals yet | No one-command install · Source | |
| 65 | Unranked | neon-mcp-servermcp · database | Enables natural language interaction with Neon PostgreSQL databases, supporting project management, SQL execution, and database migrations through… | No signals yet | No one-command install · Source | |
| 66 | Unranked | notion-job-trackermcp · database | Enables searching, adding, and updating job leads in a Notion database directly from an MCP client. | No signals yet | No one-command install · Source | |
| 67 | Unranked | mcp-enterprise-architecture-practice-01mcp · database | Enterprise MCP server providing a suite of tools including file, database, GitHub, Slack, calendar, email, vector search, and Python execution, with… | No signals yet | No one-command install · Source | |
| 68 | Unranked | enterprise-architecture-mcp-servermcp · database | Enables natural language interaction with enterprise tools including file, database, GitHub, Slack, browser, calendar, email, vector search, and… | No signals yet | No one-command install · Source | |
| 69 | Unranked | mcp-enterprise-architecture-projectmcp · database | Provides a set of MCP tools (file, database, GitHub, Slack, browser, calendar, email, vector search, Python execution) with safety constraints and… | No signals yet | No one-command install · Source | |
| 70 | Unranked | cabinet-assistant-mcp-connectormcp · database | A remote-MCP service enabling Claude to manage Notion tasks and cases and query Supabase data with a preview-confirm pattern for safe writes. | No signals yet | No one-command install · Source | |
| 71 | Unranked | taskmcpmcp · database | A personal task management MCP server that allows LLM clients to create, read, update, and delete tasks with projects, labels, and comments, using a… | No signals yet | No one-command install · Source | |
| 72 | Unranked | claude-chat-mcpmcp · database | Connects Claude Desktop to self-hosted enterprise tools such as Confluence, Jira, Bitbucket, Airtable, and databases (MySQL, MariaDB, ClickHouse… | No signals yet | No one-command install · Source | |
| 73 | Unranked | mcp-project-managermcp · database | Enables task management (create, list, update tasks with priority and status) using SQLite storage via MCP tools. | No signals yet | No one-command install · Source | |
| 74 | Unranked | codex-omnifocus-mcpmcp · database | Enables Codex to interact with the user's local OmniFocus database on macOS, allowing task management, project creation, and tag operations through… | No signals yet | No one-command install · Source | |
| 75 | Unranked | vector-task-mcp-servermcp · database | A secure, vector-based task management server for Claude Desktop using sqlite-vec and sentence-transformers. It provides intelligent task tracking… | No signals yet | No one-command install · Source | |
| 76 | 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 | |
| 77 | 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 | |
| 78 | 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 | |
| 79 | 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 | |
| 80 | Unranked | atracker-mcp-servermcp · database | Syncs ATracker time tracking data to a local SQLite database and provides MCP tools for querying tasks, entries, tags, and exporting data. | No signals yet | No commit datelisted | No one-command install · Source |
| 81 | Unranked | aurelia-mcp-servermcp · database | Enables MCP clients to read Obsidian vault content and interact with agents, goals, runs, and projects stored in a SQLite database. | No signals yet | No commit datelisted | No one-command install · Source |
| 82 | Unranked | baptiste-mnh-bigrackmcp · database | Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings | No signals yet | No commit datelisted | No one-command install · Source |
| 83 | Unranked | database-architectsubagent · database | Database architecture and design specialist. Use PROACTIVELY for database design decisions, data modeling, scalability planning, microservices data… | No signals yet | No commit datelisted | armory install database-architect --cli claude |
| 84 | Unranked | hironow-local-linearmcp · database | Local issue tracking system with SQLite database providing Linear-compatible project management including issues, teams, milestones, and full-text… | No signals yet | No commit datelisted | No one-command install · Source |
| 85 | Unranked | kishornaik-todo-managermcp · database | Provides a secure, structured microservice for managing todo items with features like AES encryption, PostgreSQL persistence, and Redis caching for… | No signals yet | No commit datelisted | No one-command install · Source |
| 86 | Unranked | memory-agents-mcpmcp · database | Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault adapter, exposing tools for semantic recall, knowledge base… | No signals yet | No commit datelisted | No one-command install · Source |
| 87 | Unranked | obsidian-basesskill · database | Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like… | No signals yet | No commit datelisted | armory install obsidian-bases --cli claude |
| 88 | Unranked | obsidian-semantic-mcpmcp · database | A persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and… | No signals yet | No commit datelisted | No one-command install · Source |
| 89 | Unranked | pete0-xyz-notionmcp · database | Integrates with Notion to enable database and page operations, content management, and collaborative workflows. | No signals yet | No commit datelisted | 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.