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MCPs in Culture and Education

Model Context Protocol (MCP) is an open protocol that allows an AI application to use tools and information sources in a controlled way. This guide distinguishes working first-party, reference and community servers, with attention to access and secure management.

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What is Model Context Protocol?

A regular API defines how software exchanges data. Model Context Protocol (MCP) adds a standardised layer for AI applications: an MCP server describes the available sources and actions, which a compatible client can then discover and use.

This can be small and local, such as searching a single project folder, or remote, such as consulting official documentation. An API, plugin or connector is not automatically an MCP server. We therefore include only implementations with a documented MCP configuration, endpoint or source code.

The value for the sector lies not in the protocol itself but in its controlled application: searching collection sources, retrieving literature, consulting shared project knowledge or testing digital services.

MCP servers and uses for culture and education

Filter by sector, capability, management or access. Always open the documentation before connecting a server to files, accounts or institutional data.

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Collections and knowledge sources

1 entry

  • Coret Genealogie Netherlands

    Open Archieven MCP

    Active Remote Community

    A public remote MCP server for searches in genealogical records from Dutch and Belgian archives.

    Capabilities
    Search/retrieve · Collection data
    Use in the sector
    A researcher has an assistant find relevant documents and then opens the source record for checking.
    Installation or access
    Connect an MCP client to the public endpoint; a local installation is not necessary.
    Safe use
    Read only. Respect the API limit and always check names and relationships in the original record.
    Why it matters
    The most direct regional link between an AI assistant and verifiable heritage resources in this guide.
    View MCP documentation Provider
    Verified 2026-07-31 Sources checked on 31 July 2026

Research and education

2 entries

  • Microsoft International

    Microsoft Learn MCP Server

    Active Remote First-party

    Public remote server for current Microsoft documentation and code samples.

    Capabilities
    Search/retrieve · Publications
    Use in the sector
    A student or administrator searches for current documentation and opens the found article as a primary source.
    Installation or access
    Configure the public HTTPS endpoint in a compatible MCP client.
    Safe use
    Retrieve documentation only; still treat generated code proposals as auditable work.
    Why it matters
    Gives IT training and institutional IT a shortcut to primary, up-to-date technical resources.
  • kujenga International

    Zotero MCP

    Experimental Local Community

    Community server to search a Zotero library and provide source information to an assistant.

    Capabilities
    Search/retrieve · Publications
    Use in the sector
    A researcher searches for publications in their own library and then opens the original notes and metadata.
    Installation or access
    Run the server locally and configure the connection to your own Zotero library.
    Safe use
    Community: check the code and maintenance status; start read-only and do not share a library key more widely than necessary.
    Why it matters
    Supports literature research, lesson preparation, theses and source retrieval.

Content and collaboration

4 entries

  • GitHub International

    GitHub MCP Server

    Active Local First-party

    First-party server for repositories, issues, pull requests, and other GitHub workflows.

    Capabilities
    Search/retrieve · Collaboration · File management
    Use in the sector
    A project team searches for documentation, summarises issues and prepares changes to teaching or collection software.
    Installation or access
    Run locally or use the remote variant and grant only the necessary GitHub permissions.
    Safe use
    Start with read-only and a fine-grained token; always confirm write and delete actions.
    Why it matters
    Useful for teams managing open data, collection code, learning materials, or digital exhibitions on GitHub.
  • Notion International

    Notion MCP

    Active Remote First-party

    Hosted first-party server that allows an assistant, after OAuth authorisation, to find, read and modify Notion content.

    Capabilities
    Search/retrieve · Collaboration · File management
    Use in the sector
    A production team summarises project notes and creates a new task list after confirmation.
    Installation or access
    Connect via OAuth and share only the workspaces and pages the application needs.
    Safe use
    OAuth permissions follow the user; limit shared pages and confirm writes or deletes.
    Why it matters
    Fits knowledge bases, production schedules, research notes and editorial planning.
  • Atlassian International

    Atlassian Rovo MCP Server

    Active Remote First-party

    Hosted first-party server for Jira, Confluence and Bitbucket within an Atlassian Cloud environment.

    Capabilities
    Search/retrieve · Collaboration
    Use in the sector
    A project manager collects decisions from Confluence and links them to open Jira tasks.
    Installation or access
    Connect a supported client to the Atlassian Cloud account and approve the requested scopes.
    Safe use
    The server inherits account privileges; check scopes, audit logs and possible Rovo costs before broad rollout.
    Why it matters
    Supports larger exhibition, research, curriculum and digitisation projects with existing Atlassian workflows.
  • Google International

    Google Drive MCP Server

    Preview/beta Restricted First-party

    First-party remote server in Developer Preview for searching, reading, downloading, copying, and creating Drive files.

    Capabilities
    Search/retrieve · File management · Collaboration
    Use in the sector
    An education team searches for shared teaching documents and, after checking, has a copy made for a new course.
    Installation or access
    Enrol a Google Cloud project in the Developer Preview and configure OAuth and the remote endpoint.
    Safe use
    Preview: test on a small scale. Drive permissions, DLP and item restrictions remain in effect; confirm write actions.
    Why it matters
    Relevant for shared lessons, production plans, grant applications and project documentation already in Drive.

Technical building blocks

3 entries

  • Microsoft International

    Playwright MCP

    Active Local First-party

    First-party open-source server that controls a browser through structured accessibility information.

    Capabilities
    Analysis · Search/retrieve
    Use in the sector
    A web team works through a ticketing or registration form and checks labels, focus order and error messages.
    Installation or access
    Install the server locally and allow it to use a separate browser profile.
    Safe use
    Avoid using a personal session profile and restrict access to trusted websites and test accounts.
    Why it matters
    Helps test museum, library and education websites without relying solely on screenshots.
  • Model Context Protocol International

    Filesystem MCP Server

    Active Local Reference

    Reference implementation to allow an assistant to read and edit files within explicitly allowed directories.

    Capabilities
    File management · Search/retrieve
    Use in the sector
    A researcher has an assistant compare and organise transcripts only within a project folder.
    Installation or access
    Start locally with one or more explicitly allowed directories or MCP Roots.
    Safe use
    Mount source material read-only whenever possible and never give a wide home directory or drive as root.
    Why it matters
    Fits local transcripts, lesson plans, collection exports, and research files.
  • ahujasid International

    Blender MCP

    Experimental Local Community

    Community server that allows an AI assistant to execute commands in Blender.

    Capabilities
    Analysis · File management
    Use in the sector
    A student creates an initial 3D scene for an exhibition concept under supervision.
    Installation or access
    Install the Blender addon and the local MCP server according to the project documentation.
    Safe use
    Community and experimental: work with copies, check scripts and assets, and save versions manually.
    Why it matters
    Can assist with prototypes for 3D heritage, scenography, museum visualisations and media education.

Status, safety and management

An MCP server acts with the permissions you give it. Start with the narrowest scope and use read-only access where possible. Use separate test accounts and project folders, check which tools the server offers, and have a person confirm write, delete or bulk operations.

  • First-party means that the product provider manages the server; it is not a general guarantee of safety.
  • Community requires additional checks of the code, licence, releases and maintenance.
  • Preview or experimental belongs in an isolated trial first, not with sensitive production data.

How this directory was compiled

This first edition contains 10 documented MCP servers, checked on 31 July 2026. Familiarity with the underlying product does not prove that a server exists. Each card therefore links to first-party documentation or the primary community source.

  • Management status, local or remote access, and the main capabilities are stated explicitly on each card.
  • Community projects and previews are clearly labelled and are not presented as production-ready.
  • The practical use in the sector is editorial context, not a claim made by the provider.
  • Before use, always check the current tools, scopes, account terms and log retention.

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