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116,578 servers. Updated
20 Best Vector Database MCP Servers: compared and ranked, November 2026Ranked from 1,822 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    B
    maintenance
    A read-only Model Context Protocol server for Vetroscope that provides LLMs with detailed time-tracking data, including reports, app/project breakdowns, goals progress, and activity status, all from a local SQLite database.
    25
    18 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to read-only inspect an OmniFocus database, retrieving exact tasks and projects, Inbox roots, complete project hierarchies, tags, dates, notes and workload or review overviews. All access is read-only and bounded, with no mutation, write tools or sync triggers.
    4
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    MCP server with 23 tools for full Notion integration, enabling database, page, block, user, search, comment, template, and duplication operations through natural language.
    23
    3 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Open-source, self-hosted database and workspace for AI agents. Its MCP server lets agents manage structured records, documents, files, reusable skills, and apps, with auditable Change Requests for writes.
    717
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Lets MCP clients such as Claude Code, Claude Desktop, and Cursor drive local in-browser photo, vector, PDF, spreadsheet, Word, slides, and image editors on the user's machine, with processing kept entirely on-device.
    54 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables a personal task board to be shared across a web view, MCP tools, and an MCP App UI, with task, project, dependency, comment, archive, search, filter, and drag/drop management. It persists data in a Sites-hosted D1 database with owner scoping, optimistic concurrency, and recoverable archives.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Notion-like workspace of pages and customizable databases with a remote MCP server (OAuth 2.1 + PKCE, scoped read/write tokens, full audit log). 14 tools to search, read, and write pages, database rows, and database schemas.
    74
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to synthesize print-ready vector PDFs and high-resolution PNG previews for invoices, estimates, receipts, contracts, and other business documents, with configurable themes, compliance notices, and verification seals.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents and MCP clients to query, filter, group and total CSV files and Google Sheets hosted remotely, returning exact database-computed results instead of model estimates. Datasets stay read-only and private, with OAuth sign-in and no installation required.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables logging, listing, updating, deleting, and summarizing timesheet entries, starting and stopping timers, checking timer status, and exporting time data through natural language, backed by a local SQLite database.
    6 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Generates a complete weekly duty-pair rotation calendar from the current week's pair, applying carry-over and fairness rules with no database or configuration needed.
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    A centralized workspace orchestration server that enables natural language task management across Notion, Google Calendar, and Telegram. It allows users to analyze intent, create database tasks, schedule calendar events, and send instant notifications.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to read and write a self-hosted Joplin instance by manipulating the server's sync database the way a desktop client does, bypassing the Web Clipper and sync APIs. Exposes 37 tools covering notes, notebooks, todos, attachments, tags, trash, conflict triage, and note history.
    192 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT to search, read, and organize your Google Keep notes through read-only MCP tools, including full note retrieval, label listing, recent-note browsing, and task extraction. Notes refresh automatically from your connected account without any local database or write access.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local MCP server for the Notion API, enabling AI agents to read, write, and manage Notion pages and databases. This fork restores database creation support.
    253 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A shared operational layer that synchronizes tasks and project contexts across Claude Chat, Cowork, and Code surfaces using local markdown files. It enables persistent state management and cross-session knowledge sharing without the need for a database.
    281 npm
    34
    MIT