MCP interface for public knowledge

Endpoint

Enter this address in your AI client as an MCP server.

What the interface does

• Search knowledge · search_knowledge: full-text search across all content, filterable by language, content type and topic.
• Retrieve individual content · get_content: the full text of an item, together with its available language versions.
• List topics · list_topics: topics and content types with counts, as a starting point for targeted searches.
• Latest articles · list_recent_content: the latest articles by date, including announced articles with the status “geplant”. Content without a publication date, such as case studies, does not appear here but can be found via search.
• Experience dataset: key data · experience_dataset_info: version, SHA-256, number of entries per type and the addresses of the three files of the public experience dataset.
• Experience dataset: list entries · experience_list_records: the entries of the dataset, for example competences, optionally filtered by type.
• Experience dataset: retrieve an entry · experience_get_record: an entry by its public identifier, with all language versions.
• Search the experience dataset · experience_search: full-text search in the experience dataset only. Every response states the version and SHA-256 of the dataset.

Public content only

The interface contains only content that is publicly available on hosang-consulting.com. Articles and topic pages that have not yet been published appear before their publication date only as an announcement: with title, planned date and the status “geplant”, without description and without text.

Not included:

• internal documents
• CRM and ERP data
• emails
• unpublished content
• internal classifications and operational information

Also deliberately excluded are the names of people listed in the references and legal texts such as the terms and conditions and the privacy policy, even though these pages are public.

Read-only

The interface cannot be used to create, change or delete content. It serves solely to read and search public information.

Sources and citation

Every search result and every retrieved item includes the canonical URL of the original page and its language. This lets AI clients point to the source instead of reproducing content without attribution. Answers from the FAQ link directly to the individual question.

For people

If you don't use an AI client, you can find the same content through this website's search.