Thunai

Insights MCP

The read-only interface an LLM uses to answer questions about your conversation data.

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Questions and answers are kept as one thread, so the model remembers what you already asked.

Why did voice CSAT drop on Tuesday?

Voice conversations ending negative rose from 11% to 19% on Tuesday, concentrated in Order issues › Late delivery (64 of 118 negative calls). The turning point in most of them is the courier ETA being restated, around 03:10 into the call.

aggregate_metricslist_conversationssentiment_journey

Answers are drawn only from conversations you are allowed to see, with SafeMind redaction already applied.

Tools exposed

What a connected model can call

list_conversationsRead

Conversations with filters for channel, category, sentiment, agent and date range.

channel, category, sentiment, agent, from, to, limit

get_conversationRead

One conversation with summary, outcome, quality score and key fields.

conversation_id

get_transcriptRead · SafeMind applied

Topic-grouped transcript with timestamps and per-line sentiment.

conversation_id, redacted (default true)

aggregate_metricsRead

Volume, handle time, first contact resolution, quality and Assist acceptance.

metric, group_by, from, to

sentiment_journeyRead

Sentiment over the conversation with turning points.

conversation_id

search_conversationsRead · SafeMind applied

Free-text search across transcripts and summaries.

query, channel, from, to

Quick view

Live

Conversations today

1,284

Voice 742 · Chat 388 · Email 154

Sentiment

58% positive15% negative

Chat volume, last 7 days

Avg handle time
6m 12s
First contact resolution
81%
Assist acceptance
72%