Wolfia MCP Tools Reference

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_message`	Ask 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_conversations`	List your recent Wolfia conversations with IDs, titles, and timestamps.	User
`get_conversation`	Retrieve a full conversation by ID, including every message and its citations.	User

Knowledge search

Tool	What it does	Role
`search_knowledge`	Semantic vector search across your entire knowledge base. Filter by source type and tags; returns facts grouped by source with similarity scores.	User
`search_knowledge_text`	Full-text keyword search across all indexed facts. Use when you know the exact terms (for example “SOC 2” or “rate limiting”).	User
`list_sources`	Browse 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_content`	Read 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_documentation`	One-shot retrieval of knowledge base documents. Query mode returns the top semantic matches; by-id mode batch-fetches specific documents.	User
`get_document_download_urls`	Get 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_messages`	Search raw Slack messages by text, optionally scoped to one channel. Returns sender, channel, and a deep link to the thread.	User
`get_slack_thread`	Read a complete Slack thread with all replies, sender names, emails, and reactions.	User

Integrations

Tool	What it does	Role
`list_integrations`	List every connected integration (Notion, Slack, Google Drive, and more) with document counts and last sync time.	User

Questionnaires

Tool	What it does	Role
`submit_questionnaire`	Submit 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_url`	Create 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_history`	List the approval history entries for a questionnaire.	User
`get_questionnaire_approval_history`	Get a single questionnaire approval history entry in detail.	User
`list_questionnaire_instruction_versions`	List saved versions of a questionnaire’s answering instructions.	User
`get_questionnaire_instruction_version`	Read a specific saved version of the questionnaire instructions.	User
`revert_questionnaire_instruction_to_version`	Roll the questionnaire instructions back to an earlier saved version.	Expert

Knowledge management

Tool	What it does	Role
`add_knowledge`	Add a new fact to your knowledge base.	User
`update_knowledge`	Edit an existing fact.	User
`delete_knowledge`	Remove a fact from your knowledge base.	User
`create_user_correction`	Record a correction so future answers reflect the right information.	User
`update_user_correction`	Edit an existing correction.	User

AI customization

Tool	What it does	Role
`get_editorial_guide`	Read your organization’s editorial guide (tone, formatting, and answer style rules).	User
`upsert_editorial_guide`	Create or update the editorial guide.	Expert
`get_slack_auto_respond_instructions`	Read the instructions that govern Wolfia’s automatic Slack replies.	User
`upsert_slack_auto_respond_instructions`	Create or update the Slack auto-respond instructions.	Expert

Trust center

Tool	What it does	Role
`get_trust_portal_settings`	Read your trust center configuration.	User
`update_trust_portal_settings`	Update 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.

​Chat and conversations

​Knowledge search

​Documents

​Slack

​Integrations

​Questionnaires

​Knowledge management

​AI customization

​Trust center

Connect a client

Chat and conversations

Knowledge search

Documents

Slack

Integrations

Questionnaires

Knowledge management

AI customization

Trust center