live-audio-intelligence-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LAI_MAX_CONCURRENT_STREAMS | No | Maximum number of concurrent streams allowed (default: 4). Override via environment variable for high-throughput deployments. | 4 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| monitor_live_streamA | Start monitoring a live financial webcast for transcription and stress analysis. Provide a URL to a live earnings call, CNBC stream, or any webcast. The server will extract the audio stream, begin chunking it into 15-second segments, and continuously transcribe them in the background. If the audio is low-quality (speakerphone, poor connection), set disable_vad=true to prevent the voice activity detector from aggressively dropping muddy speech segments. Returns a stream_id you'll use for all subsequent operations. |
| get_rolling_transcriptA | Retrieve the rolling transcript from a monitored stream. Returns the concatenated text from the last N minutes, ideal for feeding into an LLM for summarisation or sentiment analysis of the earnings call in progress. |
| analyze_speaker_stressA | Analyse the speaker's vocal stress over a recent time window. Extracts F0 pitch contour, measures pitch jitter (vocal tremor), and detects hesitation patterns (pauses > 400ms). Returns a composite stress score from 0–100 where: 0–20 = confident, fluent delivery 20–45 = normal variation 45–75 = elevated stress — worth monitoring 75–100 = high stress — potential market-moving signal Higher scores correlate with executive nervousness, evasion, and uncertainty — the kind of prosodic signals that precede guidance revisions and earnings misses. |
| stop_monitorA | Stop monitoring a live stream and clean up all resources. Kills the ffmpeg process, removes temporary audio files, and clears the transcript buffer. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 4 tools
Each tool has a unique and well-defined purpose: monitoring, stopping, retrieving transcript, and analyzing stress. No overlap or ambiguity.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., monitor_live_stream, get_rolling_transcript), making the set predictable for an agent.
With only 4 tools, the server is tightly scoped to live audio monitoring and analysis. Each tool is essential, and the count is appropriate for the domain.
The tools cover the core workflow (start, get transcript, analyze stress, stop). Minor gaps include lack of multi-stream management or status checking, but these are not critical for the primary use case.