Call Intelligence MCP

What it does

Call Intelligence MCP is an end-to-end autonomous agent that extracts structured sales signals from call transcripts or audio. It connects a FastMCP server to a CRM pipeline, extracting key data points like budget, location, and decision-makers, persisting them to a local SQLite database, and automatically generating follow-up contexts using RAG.

Tools

• process_sales_call: Processes raw text or audio transcripts to extract sales signals and update the CRM.
• extract_signals: Identifies specific budget, location, and stakeholder information from a conversation.
• generate_followup: Creates a custom follow-up email context based on identified missing entities.

Installation

Install dependencies:

uv pip install -r requirements.txt

Run the server:

uv run mcp dev main.py

For Claude Desktop config:

{
  "mcpServers": {
    "call-intelligence": {
      "command": "uv",
      "args": ["run", "mcp", "dev", "/path/to/main.py"]
    }
  }
}

Supported hosts

• Claude Desktop