Once your client is connected , these tools are available to it. Each one runs as you, so it only sees and changes what your Wolfia account already can.
Roles. Most tools are available at the User role. Tools that change shared configuration require the same role as the web app: Expert for the editorial guide, Slack auto-respond instructions, and questionnaire instruction history; Admin for trust center settings. Service accounts carry whichever role you assign them.
Chat and conversations Tool What it does Role send_messageAsk Wolfia AI a question and get an expert answer with citations, using the full answering pipeline. Pass a conversation_id to continue a thread. User list_conversationsList your recent Wolfia conversations with IDs, titles, and timestamps. User get_conversationRetrieve a full conversation by ID, including every message and its citations. User
Knowledge search Tool What it does Role search_knowledgeSemantic vector search across your entire knowledge base. Filter by source type and tags; returns facts grouped by source with similarity scores. User search_knowledge_textFull-text keyword search across all indexed facts. Use when you know the exact terms (for example “SOC 2” or “rate limiting”). User list_sourcesBrowse and filter content sources by type (Notion, Slack, Google Drive, and more), name, or tags. Returns document IDs and download URLs. User
Documents Tool What it does Role get_document_contentRead the full raw content of a document (Notion page as markdown, Slack conversation, or uploaded file) plus its extracted facts and source URL. User get_documentationOne-shot retrieval of knowledge base documents. Query mode returns the top semantic matches; by-id mode batch-fetches specific documents. User get_document_download_urlsGet presigned S3 download URLs (for files) or direct URLs (for web pages) for a batch of document IDs. User
Slack Tool What it does Role search_slack_messagesSearch raw Slack messages by text, optionally scoped to one channel. Returns sender, channel, and a deep link to the thread. User get_slack_threadRead a complete Slack thread with all replies, sender names, emails, and reactions. User
Integrations Tool What it does Role list_integrationsList every connected integration (Notion, Slack, Google Drive, and more) with document counts and last sync time. User
Questionnaires Tool What it does Role submit_questionnaireSubmit a security questionnaire for extraction and automated answering. Accepts pasted text, a base64-encoded file, or a file_upload_id. User create_questionnaire_file_upload_urlCreate a presigned upload URL for a questionnaire file (for files larger than 70 MB). Returns a file_upload_id to pass to submit_questionnaire. User list_questionnaire_approval_historyList the approval history entries for a questionnaire. User get_questionnaire_approval_historyGet a single questionnaire approval history entry in detail. User list_questionnaire_instruction_versionsList saved versions of a questionnaire’s answering instructions. User get_questionnaire_instruction_versionRead a specific saved version of the questionnaire instructions. User revert_questionnaire_instruction_to_versionRoll the questionnaire instructions back to an earlier saved version. Expert
Knowledge management Tool What it does Role add_knowledgeAdd a new fact to your knowledge base. User update_knowledgeEdit an existing fact. User delete_knowledgeRemove a fact from your knowledge base. User create_user_correctionRecord a correction so future answers reflect the right information. User update_user_correctionEdit an existing correction. User
AI customization Tool What it does Role get_editorial_guideRead your organization’s editorial guide (tone, formatting, and answer style rules). User upsert_editorial_guideCreate or update the editorial guide. Expert get_slack_auto_respond_instructionsRead the instructions that govern Wolfia’s automatic Slack replies. User upsert_slack_auto_respond_instructionsCreate or update the Slack auto-respond instructions. Expert
Trust center Tool What it does Role get_trust_portal_settingsRead your trust center configuration. User update_trust_portal_settingsUpdate trust center settings. Admin
Connect a client New to the Wolfia MCP server? Start with the connection guide for Claude Code, Cursor, Windsurf, Claude Desktop, and OpenClaw.
