This server has critical definition quality gaps. Tool names lack action verbs (remember, recall, veraltet, einordnen, verdichten, zustand, pruefe are German words without clear verb-noun structure in English context). Descriptions are present but in German, making them inaccessible to most LLM contexts. Input schemas ARE visible and properly typed with descriptions, which is a strength. However, output schemas are completely undocumented, no tool specifies what it returns. Error handling is absent from all tool definitions. The server appears functional but fails basic LLM-optimization standards: descriptions should be 50-200 chars and in English for broad compatibility; output structures must be documented; error recovery guidance is missing.

• Rename all tools to English verb_noun format: create_memory_entry, search_memory, mark_entry_obsolete, categorize_entry, find_duplicate_entries, get_memory_status, verify_duplicate_pair.
• Translate and condense all descriptions to 50-200 English characters. Example: 'remember' → 'Store a fact in memory with optional tags and category. Checks for duplicates and suggests similar entries.'
• Document output schema for each tool. Add to tool definition: 'Returns: {id: integer, content: string, tags: [string], category: string, created_at: ISO8601, similar_entries: [{id, content, similarity_score}]}'
• Add error recovery guidance to each tool description. Example for search: 'If no results found, try broader search terms or filter by category. Use find_duplicate_entries() to consolidate similar facts.'
• Convert 'art' parameter to enum in JSON Schema: 'enum': ['schnittstelle', 'fallstrick', 'entscheidung', 'messwert', 'arbeitsweise', 'verlauf', 'gemischt']. Remove examples from description text.