Pipedrive CRM (Full) MCP Server for LangChain 11 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Pipedrive CRM (Full) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"pipedrive-crm-full": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Pipedrive CRM (Full), show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* 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 Pipedrive CRM (Full) MCP Server
Connect Pipedrive CRM to any AI agent — manage your entire sales pipeline without switching tabs.
LangChain's ecosystem of 500+ components combines seamlessly with Pipedrive CRM (Full) through native MCP adapters. Connect 11 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Deals — Search, create, and update deals with pipeline tracking
- Contacts — Find and create persons with email, phone, and organization
- Organizations — Search companies linked to deals and contacts
- Activities — Create calls, meetings, tasks, and emails
- Notes — Attach notes to deals, persons, or organizations
- Pipelines — View all pipeline stages and deal flow
The Pipedrive CRM (Full) MCP Server exposes 11 tools through the Vinkius. Connect it to LangChain 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 Pipedrive CRM (Full) to LangChain via MCP
Follow these steps to integrate the Pipedrive CRM (Full) MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 11 tools from Pipedrive CRM (Full) via MCP
Why Use LangChain with the Pipedrive CRM (Full) MCP Server
LangChain provides unique advantages when paired with Pipedrive CRM (Full) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Pipedrive CRM (Full) MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Pipedrive CRM (Full) queries for multi-turn workflows
Pipedrive CRM (Full) + LangChain Use Cases
Practical scenarios where LangChain combined with the Pipedrive CRM (Full) MCP Server delivers measurable value.
RAG with live data: combine Pipedrive CRM (Full) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Pipedrive CRM (Full), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Pipedrive CRM (Full) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Pipedrive CRM (Full) tool call, measure latency, and optimize your agent's performance
Pipedrive CRM (Full) MCP Tools for LangChain (11)
These 11 tools become available when you connect Pipedrive CRM (Full) to LangChain via MCP:
pd_create_activity
Subject and type are required. Type must be one of: call, meeting, email, task, lunch, deadline. Optionally set due_date (YYYY-MM-DD) and link to deal_id, person_id, or both. Add a note for context. Activities appear in the Pipedrive calendar and task queue. Schedule a sales activity in Pipedrive — a call, meeting, email, task, lunch, or deadline linked to deals or contacts
pd_create_deal
Title is required. Optionally specify monetary value, currency (USD/EUR/GBP/etc.), linked person_id and org_id (use search tools to find these), and pipeline/stage placement (use pd_list_pipelines and pd_list_stages to find IDs). If no pipeline is specified, the deal enters the default pipeline at its first stage. Create a new deal in your Pipedrive sales pipeline with title, value, currency, and linked contact/organization
pd_create_note
Notes appear in the timeline/history of the linked record. Link to exactly one of: deal_id, person_id, or org_id. Use to log meeting summaries, call notes, or internal context on any CRM record. Create a note in Pipedrive attached to a deal, person, or organization for activity logging
pd_create_person
Name is required. Email and phone are optional but recommended for contact management. Link to an existing organization using org_id (use pd_search_organizations to find). Returns the created person with their new Pipedrive ID. Create a new contact (person) in Pipedrive with name, email, phone, and optional organization link
pd_list_activities
Returns subject, type (call/meeting/email/task/lunch/deadline), due date, due time, completion status, and linked deal/person. Use when the user asks about upcoming tasks, scheduled meetings, overdue activities, or recent sales activity. List recent Pipedrive activities (calls, meetings, tasks, emails) with due dates, types, and completion status
pd_list_pipelines
Returns pipeline name, total deal count, and whether it is active. Most Pipedrive accounts have one default pipeline, but larger teams may have separate pipelines for different sales processes (e.g., New Business vs Renewals). Use to find pipeline IDs before creating deals or filtering by pipeline. List all sales pipelines configured in Pipedrive with their names, deal counts, and order
pd_list_stages
Returns stage name, display order, number of deals at each stage, and rotten days (warning threshold). Use to find stage IDs for creating or moving deals, or to understand the sales process flow. List the stages within a Pipedrive pipeline showing stage names, order, deal counts, and win probability
pd_search_deals
Returns deal title, monetary value, currency, pipeline stage, pipeline name, linked person (contact), and organization. Use when the user wants to find a specific deal, check pipeline status, look up deal values, or see which stage a deal is in. Search Pipedrive deals by name or keyword to find opportunities in your sales pipeline with value, stage, and contact info
pd_search_organizations
Returns org name, address, and associated data. Use when the user wants to find a company, needs org IDs for linking to deals or persons, or wants to look up account details. Search Pipedrive organizations (companies) by name to find accounts in your CRM
pd_search_persons
Returns person name, email addresses, phone numbers, and linked organization. Use when the user wants to find a contact, look up someone by email, or get person IDs for linking to deals or activities. Search Pipedrive contacts (persons) by name, email, or phone to find people in your CRM
pd_update_deal
Only specified fields are updated. Common use: advance stage_id when a deal progresses, update value after negotiation, or set status to "won"/"lost" to close a deal. Available statuses: open, won, lost, deleted. Update an existing Pipedrive deal — change stage, value, title, or mark as won/lost to reflect pipeline progress
Example Prompts for Pipedrive CRM (Full) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Pipedrive CRM (Full) immediately.
"Search for deals with Acme Corp"
"Create a call activity for tomorrow at 2pm"
"Show me the pipeline stages"
Troubleshooting Pipedrive CRM (Full) MCP Server with LangChain
Common issues when connecting Pipedrive CRM (Full) to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersPipedrive CRM (Full) + LangChain FAQ
Common questions about integrating Pipedrive CRM (Full) MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect Pipedrive CRM (Full) with your favorite client
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Connect Pipedrive CRM (Full) to LangChain
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.