Scoro MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Get Bill, Get Contact, Get Invoice, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Scoro 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 App Connector for LlamaIndex
The Scoro app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 Scoro. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Scoro?"
)
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 Scoro MCP Server
Connect your Scoro account to any AI agent and take full control of your business orchestration and project management through natural conversation. Scoro provides a comprehensive platform for managing your entire workspace, from CRM and sales to projects and billing, and this integration allows you to retrieve task metadata, monitor sales pipelines, and manage financial documents directly from your chat interface.
LlamaIndex agents combine Scoro tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Project & Task Orchestration — List all managed projects and retrieve detailed metadata, including task assignments and completion statuses programmatically.
- Sales & CRM Intelligence — Access and monitor your sales pipeline, retrieve contact metadata, and view quotes directly from the AI interface.
- Financial & Billing Control — Manage invoices and bills to maintain a clear overview of your business finances via natural language.
- Account Performance Monitoring — Retrieve real-time account metrics and monitor workspace health to ensure your operations are always optimized.
- Operational Oversight — Access detailed task and project metadata using simple AI commands to streamline your work management.
The Scoro MCP Server exposes 12 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.
All 12 Scoro tools available for LlamaIndex
When LlamaIndex connects to Scoro through Vinkius, your AI agent gets direct access to every tool listed below — spanning scoro, work-management, project-orchestration, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get details for a Scoro bill
Get details for a Scoro contact
Get details for a Scoro invoice
Get details for a Scoro project
Get details for a Scoro quote
Get details for a Scoro task
List supplier bills/payables
List Scoro contacts
List sales invoices
List all Scoro projects
List sales quotes/proposals
List all Scoro tasks
Connect Scoro to LlamaIndex via MCP
Follow these steps to wire Scoro into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Scoro MCP Server
LlamaIndex provides unique advantages when paired with Scoro through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Scoro tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Scoro tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Scoro, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Scoro tools were called, what data was returned, and how it influenced the final answer
Scoro + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Scoro MCP Server delivers measurable value.
Hybrid search: combine Scoro real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Scoro 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 Scoro for fresh data
Analytical workflows: chain Scoro queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Scoro in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Scoro immediately.
"List all active projects in Scoro."
"Show me the profitability dashboard for all active projects with budget burn rates."
"List all pending quotes and proposals with their expected close dates and values."
Troubleshooting Scoro MCP Server with LlamaIndex
Common issues when connecting Scoro to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpScoro + LlamaIndex FAQ
Common questions about integrating Scoro MCP Server with LlamaIndex.