The Voice agent insights category groups 16 of the Speak AI MCP server’s tools. Review and act on a voice agent’s self-improvement surface: knowledge gaps, FAQ suggestions, instruction gaps, and its knowledge-base resources.
Which Voice agent insights tools does the Speak AI MCP server have?
The Speak AI MCP server has 16 Voice agent insights tools. Each one has its own page with a plain-language summary, its parameters, and its behaviour hints.
list_voice_kb_gaps: List a voice agent’s pending knowledge-base gaps: questions callers asked that the agent answered with low confidence or an explicit “I don’t know,” surfaced automatically after calls.analyze_voice_kb_gaps: Trigger knowledge-base gap analysis over a voice agent’s recent calls.add_voice_kb_gap: Write a knowledge-base gap’s answer into the voice agent’s attached knowledge base as a new document, and mark the gap added.dismiss_voice_kb_gap: Mark a voice agent’s knowledge-base gap dismissed without writing anything to the knowledge base.list_voice_faq_suggestions: List a voice agent’s pending FAQ suggestions: questions multiple callers asked in similar form, clustered and drafted into a reusable question/answer pair.generate_voice_faq_suggestions: Trigger FAQ clustering over a voice agent’s recent calls.add_voice_faq_suggestion: Write an FAQ suggestion’s question/answer into the voice agent’s attached knowledge base as a new document, and mark the suggestion added.update_voice_faq_suggestion: Edit a still-pending FAQ suggestion’s question and/or answer before adding it.dismiss_voice_faq_suggestion: Mark a voice agent’s FAQ suggestion dismissed without writing anything to the knowledge base.list_voice_agent_resources: List the knowledge documents/links a voice agent searches during calls: separate from KB gaps and FAQ suggestions, which are the self-improvement layer that surfaces what an agent is missing, not the content itself.create_voice_agent_resource: Add one document/link to a voice agent’s knowledge base.bulk_create_voice_agent_resources: Add up to 100 documents/links to a voice agent’s knowledge base in one call.update_voice_agent_resource: Partially update a voice agent resource: send at least one field.delete_voice_agent_resource: Soft-delete a voice agent resource: it stops appearing in lists and the agent stops searching it, but the document is not physically removed.analyze_voice_instruction_gaps: Advisory only: compares a voice agent’s current instructions against anchors/original intent/recent call summaries you supply and suggests up to 3 patches.apply_voice_instruction_gap: Insert a suggested instruction patch into a voice agent’s instructions and persist the result.
Related
- Tool reference lists every Speak AI MCP server tool across every category.
- MCP server covers setup, supported clients, and what agents can do once connected.