Can I search for specific keywords across all my company's recorded calls?

Yes! Use the `search_calls` tool to filter calls by content, participants, or specific trackers. You can then use `get_transcript` to analyze exactly how those terms were used in context.

Does this integration provide access to the actual audio or video recording?

The `get_call_media` tool provides details about the media associated with a call. For security reasons, the AI primarily analyzes the text-based transcript and metadata, but it can provide links to the recording on the Gong platform.

How current is the data retrieved by the AI agent?

The integration queries Gong's API in real-time. As soon as a call is processed and available in your Gong dashboard, it can be retrieved and analyzed by your AI agent.

Gong MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes

Name: Gong
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 12 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Gong through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Gong Assistant",
            instructions=(
                "You help users interact with Gong. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Gong"
        )
        print(result.final_output)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Gong MCP Server

Connect your Gong organizational account to your AI agent and gain deep insights into your sales conversations and customer interactions. Use natural language to query transcripts, analyze team performance, and track deal progress.

The OpenAI Agents SDK auto-discovers all 12 tools from Gong through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Gong, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Call Analysis — List recent calls, search for specific keywords, and retrieve full transcripts for deep-dive analysis
User & Team Insights — Monitor team activity and retrieve interaction statistics to understand coaching opportunities
Account Management — Access CRM accounts linked in Gong to see the full context of every deal and relationship
Tracker Monitoring — List and monitor configured trackers to identify recurring themes and competitive mentions in real-time
Scorecards & Reviews — Access call scorecards to see how conversations align with your organization's sales methodology

The Gong MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Gong to OpenAI Agents SDK via MCP

Follow these steps to integrate the Gong MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 12 tools from Gong

Why Use OpenAI Agents SDK with the Gong MCP Server

OpenAI Agents SDK provides unique advantages when paired with Gong through the Model Context Protocol.

Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Gong + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Gong MCP Server delivers measurable value.

Automated workflows: build agents that query Gong, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Gong, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Gong tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Gong to resolve tickets, look up records, and update statuses without human intervention

Gong MCP Tools for OpenAI Agents SDK (12)

These 12 tools become available when you connect Gong to OpenAI Agents SDK via MCP:

get_account

Get details for a specific account

get_call

Get details for a specific call

get_call_media

Get the media/recording details for a call

get_interaction_stats

Get aggregated interaction statistics

get_transcript

Retrieve the transcript of a call

get_user

Get details for a specific user

list_accounts

List CRM accounts linked in Gong

list_calls

List Gong calls

list_scorecards

List scorecards used for call reviews

list_trackers

List configured trackers (keywords/phrases)

list_users

List Gong users

search_calls

Search for calls with complex filters

Example Prompts for Gong in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Gong immediately.

"Summarize the transcript for call ID 839201."

"Which calls last week mentioned our competitor 'CompetitorX'?"

"Show me the interaction stats for user Marcus R. for the last 30 days."

Troubleshooting Gong MCP Server with OpenAI Agents SDK

Common issues when connecting Gong to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Gong + OpenAI Agents SDK FAQ

Common questions about integrating Gong MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.