Brainiall NLP MCP Tools

• analyze_toxicity

  analyze toxicity

• analyze_sentiment

  analyze sentiment

• extract_entities

  extract entities

• detect_pii

  detect pii

• detect_language

  detect language

• check_nlp_service Read-only

  check nlp service

• translate_text

  translate text

• summarize_text

  summarize text

• answer_question

  answer question

• knowledge_ingest

  knowledge ingest

• knowledge_query

  knowledge query

• knowledge_list_documents

  knowledge list documents

• fraud_score

  fraud score

• fraud_feedback

  fraud feedback

• extract_key_phrases

  extract key phrases

• aspect_sentiment

  aspect sentiment

• classify_text_custom

  classify text custom

• link_entities_to_wikidata

  link entities to wikidata

• detect_conversational_pii

  detect conversational pii

• detect_prompt_injection

  detect prompt injection

• check_groundedness Read-only

  check groundedness

• detect_protected_material

  detect protected material

This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.