How to Use the Freshsales MCP in AutoGen

Q: How do I configure Freshsales tools for my AutoGen agents?

Install autogen-extmcp and use the mcpservertools helper with your Vinkius server URL. Pass the generated tools list directly to your AssistantAgent constructor to give them CRM access.

Q: Do multiple AutoGen agents share access to the Freshsales server simultaneously?

Yes, your agents share access to tools like listdeals and listtasks during their conversations. They query the CRM, debate the results, and decide which agent should execute the next update.

Q: How does AutoGen handle the Freshsales CRM schema requirements?

The McpToolAdapter in AutoGen automatically translates the JSON schemas from the server into the format your agents expect. This ensures tools like createlead always receive the required lastname parameter during execution.

Deploy AutoGen agents that debate deal strategy and assign CRM tasks based on live Freshsales pipeline data.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Freshsales MCP to AutoGen

Create your Vinkius account to connect Freshsales to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Freshsales with AutoGen

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Resolve deal roadblocks using AutoGen and MCP Server tools

The `list_deals` tool gives your AutoGen agents the raw data they need to debate pipeline health and identify stalled accounts. A strategy agent flags a deal that has been stuck for weeks, while an execution agent suggests next steps based on the deal value. This collaborative debate ensures your sales strategy is thoroughly vetted before anyone contacts the customer. The agents reach a consensus on how to move the deal forward and then automatically execute the agreed-upon CRM updates.

Coordinate lead qualification across multiple agents

The `list_leads` and `create_lead` tools allow your AutoGen agents to collaborate on incoming prospects without manual coordination. One agent analyzes web traffic to draft a prospect profile, while a second agent validates the required fields like `last_name` before writing the lead to the CRM. This division of labor prevents messy data from corrupting your CRM. Because the agents debate the quality of the lead before running the write tool, your pipeline stays clean and your sales reps do not waste time on unqualified contacts.

Assign CRM tasks and schedule appointments via agent debate

The `list_tasks` and `list_appointments` tools coordinate rep follow-ups directly through your AutoGen agent conversations. A scheduling agent checks the current calendar, while a task-tracking agent identifies overdue follow-ups, negotiating the best time to assign a new task to a rep. This keeps your sales team on track without manual micromanagement. The agents agree on the priority of each task, update the CRM records, and ensure that no prospect is left without a clear next step in the sales cycle.

Setup guide

Set up Freshsales MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Freshsales tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Freshsales_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Freshsales data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Freshsales_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Freshsales data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Freshsales. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Freshsales now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Freshsales MCP in AutoGen

Install `autogen-ext[mcp]` and use the `mcp_server_tools` helper with your Vinkius server URL. Pass the generated tools list directly to your `AssistantAgent` constructor to give them CRM access.

Yes, your agents share access to tools like `list_deals` and `list_tasks` during their conversations. They query the CRM, debate the results, and decide which agent should execute the next update.

The `McpToolAdapter` in AutoGen automatically translates the JSON schemas from the server into the format your agents expect. This ensures tools like `create_lead` always receive the required `last_name` parameter during execution.

This setup supports both standard stdio and Streamable HTTP transports. When hosting on Vinkius, you connect your AutoGen agents using the secure, managed HTTP endpoint.

Vinkius manages all API authentication tokens on your behalf, so your AutoGen agents never see or expose your raw CRM keys. Every request is isolated in a secure sandbox, ensuring your leads, tasks, and deal data remain completely private.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript