Is the integration read-only?

Yes. All tools (list_companies, list_contacts, list_opportunities, etc.) are read-only queries. They cannot modify, create, or delete any CRM records.

What is the TACTILE_SUBDOMAIN?

It's the unique prefix of your Tactile CRM URL (e.g., if your URL is `acme.tactilecrm.com`, the subdomain is `acme`). You can find it in the address bar when logged in.

What data can the agent access?

Companies, contacts, opportunities with pipeline stages, notes, and activities. The scope is determined by the permissions of the API key you provide.

Tactile CRM MCP Server for LlamaIndex 9 tools — connect in under 2 minutes

Name: Tactile CRM
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 9 Tools Framework

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

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 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 Tactile CRM. "
            "You have 9 tools available."
        ),
    )

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

asyncio.run(main())

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About Tactile CRM MCP Server

Extend the reach of your Tactile CRM databases directly into your AI conversational flow utilizing this official Vinkius MCP connector. By granting your LLM localized parsing privileges, you enable it to operate as an intelligent sales assistant that can explore rich business metadata, track sales progression, and summarize unstructured internal notes strictly without relying on graphical CRM interfaces.

LlamaIndex agents combine Tactile CRM tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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

Client & Corporate Lookups — Investigate CRM records retrieving specific macro structures invoking list_companies and pinpoint specific organizational data operating get_company_details.
Contact Identification — Sweep active employee registers querying list_contacts and securely extract direct lead data mapping them dynamically with get_contact_details.
Pipeline Discovery — Analyze sales cycle projections seamlessly using list_opportunities and drill into individual contract values utilizing get_opportunity_details.
Activity & Note Audits — Programmatically capture unstructured comments analyzing metadata tracks applying list_notes and log engagement events executing list_activities.

The Tactile CRM MCP Server exposes 9 tools through the Vinkius. Connect it to LlamaIndex 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 Tactile CRM to LlamaIndex via MCP

Follow these steps to integrate the Tactile CRM MCP Server with LlamaIndex.

Install dependencies

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

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

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

Explore tools

The agent discovers 9 tools from Tactile CRM

Why Use LlamaIndex with the Tactile CRM MCP Server

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

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

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

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

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

Tactile CRM + LlamaIndex Use Cases

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

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

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

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

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

Tactile CRM MCP Tools for LlamaIndex (9)

These 9 tools become available when you connect Tactile CRM to LlamaIndex via MCP:

get_company_details

Retrieves details for a specific company

get_contact_details

Retrieves details for a specific individual contact

get_opportunity_details

Retrieves details for a specific sales opportunity

list_activities

Lists recent CRM activities (tasks, calls, emails)

list_companies

Lists all companies (organizations) in the Tactile CRM

list_contacts

Lists all individual contacts (people) in the CRM

list_notes

Lists general CRM notes

list_opportunities

Lists all sales opportunities (deals) in the pipeline

list_pipelines

Lists available sales pipelines

Example Prompts for Tactile CRM in LlamaIndex

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

"Check the list of sales pipelines and extract the basic contact details for the latest three companies created in the CRM."

"List all open support tickets related to 'login issues'."

"Create a new contact constraint for 'John Doe' assigned to the 'Enterprise' tag."

Troubleshooting Tactile CRM MCP Server with LlamaIndex

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

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Tactile CRM + LlamaIndex FAQ

Common questions about integrating Tactile CRM MCP Server with LlamaIndex.

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.

Can I combine MCP tools with vector stores?

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