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Best Docs and knowledge bases MCP servers (November 2026)

The 10 top ranked of 4608 servers in Docs and knowledge bases, ranked by what is known about each one today (2026-11-03). 385 of the 4,608 started in our own check.

No position on this page is paid for. How we rank

  1. Context7 io.github.upstash/context7

    Up-to-date docs for AI agents

    Install Compare with #2

  2. Svelte MCP dev.svelte/mcp

    The official Svelte MCP server providing docs and autofixing tools for Svelte development

    Install Compare with #1

  3. Apple Tools (Unified) io.github.JonathanRReed/apple-tools-mcp

    Unified Apple ecosystem MCP server for macOS: Mail, Calendar, Notes, Files, Messages, and more.

    Install Compare with #1

  4. awslabs.aws-documentation-mcp-server io.github.awslabs/mcp-changelog.md-0e55ta

    An AWS Labs Model Context Protocol (MCP) server for AWS Documentation

    Install Compare with #1

  5. A2CR io.github.a2cr/a2cr-mcp

    Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

    Install Compare with #1

  6. @notionhq/notion-mcp-server io.github.makenotion/notion-mcp-server-p58agd

    Official MCP server for Notion API

    Install Compare with #1

  7. Atlassian Rovo MCP Server com.atlassian/atlassian-mcp-server

    Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.

    Install Compare with #1

  8. Basic Memory io.github.basicmachines-co/basic-memory

    Local-first knowledge management with bi-directional LLM sync via Markdown files.

    Install Compare with #1

  9. Devkit io.github.mapbox/mcp-devkit-server

    Provides AI assistants with direct access to Mapbox developer APIs and documentation.

    Install Compare with #1

  10. mcp-atlassian io.github.sooperset/mcp-atlassian

    The Model Context Protocol (MCP) Atlassian integration is an open-source implementation that bridges Atlassian products (Jira and Confluence) with AI language models following Anthropic's MCP specific

    Install Compare with #1

Side by side

#ServerRunsToolsDownloads a weekAdvisoriesLicence
1Context7Local, Remote0–0APACHE-2.0
2Svelte MCPLocal, Remote0–0MIT
3Apple Tools (Unified)Local0–0MIT
4awslabs.aws-documentation-mcp-serverLocal0–0APACHE-2.0
5A2CRLocal0–0APACHE-2.0
6@notionhq/notion-mcp-serverLocal082k0MIT
7Atlassian Rovo MCP ServerRemote0–Not checkedAPACHE-2.0
8Basic MemoryLocal0–0Not stated
9DevkitLocal, Remote03200MIT
10mcp-atlassianLocal0–0MIT

Every Docs and knowledge bases MCP server

From the publishers' registry entries, package registries and advisory databases, as of 2026-11-03.