Dynamics 365 Finance & Operations MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Dynamics 365 Finance & Operations as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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 Dynamics 365 Finance & Operations. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Dynamics 365 Finance & Operations?"
)
print(response)
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 Dynamics 365 Finance & Operations MCP Server
Integrate Microsoft Dynamics 365 Finance & Operations, the comprehensive ERP platform, directly into your AI workflow. Manage your enterprise supply chain, track sales orders and customers, monitor financial journals and ledger activity, and oversee real-time inventory on-hand using natural language.
LlamaIndex agents combine Dynamics 365 Finance & Operations tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the 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
- ERP Oversight — List and retrieve detailed information and status for all your sales orders, vendors, and customers.
- Financial Intelligence — Monitor ledger journals, posting statuses, and organizational financial metadata across your legal entities.
- Inventory Management — Access real-time inventory on-hand quantities across all warehouses and released products.
- Enterprise Auditing — Retrieve high-level summaries of sales activity, stock levels, and organizational environment metadata instantly.
The Dynamics 365 Finance & Operations MCP Server exposes 10 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 Dynamics 365 Finance & Operations to LlamaIndex via MCP
Follow these steps to integrate the Dynamics 365 Finance & Operations 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 10 tools from Dynamics 365 Finance & Operations
Why Use LlamaIndex with the Dynamics 365 Finance & Operations MCP Server
LlamaIndex provides unique advantages when paired with Dynamics 365 Finance & Operations through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Dynamics 365 Finance & Operations tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Dynamics 365 Finance & Operations tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Dynamics 365 Finance & Operations, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Dynamics 365 Finance & Operations tools were called, what data was returned, and how it influenced the final answer
Dynamics 365 Finance & Operations + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Dynamics 365 Finance & Operations MCP Server delivers measurable value.
Hybrid search: combine Dynamics 365 Finance & Operations real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Dynamics 365 Finance & Operations 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 Dynamics 365 Finance & Operations for fresh data
Analytical workflows: chain Dynamics 365 Finance & Operations queries with LlamaIndex's data connectors to build multi-source analytical reports
Dynamics 365 Finance & Operations MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Dynamics 365 Finance & Operations to LlamaIndex via MCP:
get_d365_fo_metadata
Retrieve metadata for the current authenticated environment
get_inventory_on_hand
Retrieve real-time inventory on-hand quantities across all warehouses
get_sales_order_details
Get detailed information for a specific sales order
list_d365_customers
List all customers registered in your enterprise account
list_d365_sales_orders
List all sales order headers in your D365 F&O environment
list_d365_vendors
List all vendors in your Dynamics 365 Finance & Operations account
list_ledger_journals
List ledger journals and their headers
list_released_products
List all released products in your enterprise catalog
quick_finance_health_audit
Retrieve a high-level summary of recent orders and inventory (mock logic)
search_sales_orders
Search for sales orders using an order number or customer keyword
Example Prompts for Dynamics 365 Finance & Operations in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Dynamics 365 Finance & Operations immediately.
"List all sales orders for customer 'C0001'."
"Show me the current inventory on-hand for product 'P001'."
"Search for sales orders with 'Pending' status."
Troubleshooting Dynamics 365 Finance & Operations MCP Server with LlamaIndex
Common issues when connecting Dynamics 365 Finance & Operations to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDynamics 365 Finance & Operations + LlamaIndex FAQ
Common questions about integrating Dynamics 365 Finance & Operations MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Dynamics 365 Finance & Operations with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Dynamics 365 Finance & Operations to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.