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CRM PipeRun MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Create Activity, Delete Activity, Delete File, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add CRM PipeRun as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this MCP Server for LlamaIndex

The CRM PipeRun MCP Server for LlamaIndex is a standout in the Sales Automation category — giving your AI agent 11 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to CRM PipeRun. "
            "You have 11 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in CRM PipeRun?"
    )
    print(response)

asyncio.run(main())
CRM PipeRun
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
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 CRM PipeRun MCP Server

Connect your PipeRun CRM account to any AI agent to streamline your sales operations through natural conversation.

LlamaIndex agents combine CRM PipeRun tool responses with indexed documents for comprehensive, grounded answers. Connect 11 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

  • Activity Management — List, create, update, and delete tasks or appointments to keep your sales momentum.
  • File Handling — Upload documents to deals, persons, or companies, and manage existing attachments effortlessly.
  • Activity Types — Explore and categorize your interactions using specific activity types defined in your CRM.
  • Detailed Inspection — Retrieve full metadata for specific activities or files to get the context you need.

The CRM PipeRun MCP Server exposes 11 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 11 CRM PipeRun tools available for LlamaIndex

When LlamaIndex connects to CRM PipeRun through Vinkius, your AI agent gets direct access to every tool listed below — spanning crm, sales-pipeline, activity-tracking, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create activity on CRM PipeRun

Create a new activity

delete

Delete activity on CRM PipeRun

Delete an activity

delete

Delete file on CRM PipeRun

Delete a file from PipeRun

get

Get activity on CRM PipeRun

Get details for a specific activity

get

Get activity type on CRM PipeRun

Get details for a specific activity type

get

Get file on CRM PipeRun

Get details for a specific file

list

List activities on CRM PipeRun

List activities (tasks and appointments)

list

List activity types on CRM PipeRun

List all activity types

list

List files on CRM PipeRun

Supports pagination and filtering. List files attached to deals, persons, or companies

update

Update activity on CRM PipeRun

Update an existing activity

upload

Upload file on CRM PipeRun

Requires base64 encoded file content. Upload a file to a deal, person, or company

Connect CRM PipeRun to LlamaIndex via MCP

Follow these steps to wire CRM PipeRun into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 11 tools from CRM PipeRun

Why Use LlamaIndex with the CRM PipeRun MCP Server

LlamaIndex provides unique advantages when paired with CRM PipeRun through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine CRM PipeRun tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain CRM PipeRun tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query CRM PipeRun, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what CRM PipeRun tools were called, what data was returned, and how it influenced the final answer

CRM PipeRun + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the CRM PipeRun MCP Server delivers measurable value.

01

Hybrid search: combine CRM PipeRun real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query CRM PipeRun to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying CRM PipeRun for fresh data

04

Analytical workflows: chain CRM PipeRun queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for CRM PipeRun in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with CRM PipeRun immediately.

01

"List my activities for today from PipeRun."

02

"Upload this proposal to deal ID 12345."

03

"Create a new meeting activity for tomorrow morning."

Troubleshooting CRM PipeRun MCP Server with LlamaIndex

Common issues when connecting CRM PipeRun to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

CRM PipeRun + LlamaIndex FAQ

Common questions about integrating CRM PipeRun MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query CRM PipeRun tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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