Albi Restoration MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Check Api Health, Create New Contact, Create New Restoration Project, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Albi Restoration 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 Albi Restoration app connector for LlamaIndex is a standout in the Productivity 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 Albi Restoration. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Albi Restoration?"
)
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 Albi Restoration MCP Server
Connect your Albi (albiware.com) account to any AI agent and take full control of your restoration contracting and project management workflows through natural conversation.
LlamaIndex agents combine Albi Restoration 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 Lifecycle Orchestration — List and manage all restoration projects programmatically, retrieving detailed high-fidelity statuses, staff assignments, and timelines in real-time
- Financial Insights & KPIs — Programmatically retrieve project-specific financial data, including high-fidelity revenue metrics, costs, and gross margins directly through your agent
- Relationship Management Architecture — Access and manage your entire database of individual contacts, clients, and business organizations to maintain a perfectly coordinated ecosystem
- Inventory & Asset Tracking — Programmatically track physical equipment and specialized restoration gear to oversee your organization's assets and availability efficiently
- Operational Monitoring — Access project activities, monitor active webhooks, and verify API connectivity directly through your agent for instant reporting
The Albi Restoration 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 Albi Restoration tools available for LlamaIndex
When LlamaIndex connects to Albi Restoration through Vinkius, your AI agent gets direct access to every tool listed below — spanning albi, restoration-api, project-management-automation, 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.
Verify Albi API status
Add a new contact
Requires project name and primary contact. Start a new project
Get details for a specific project
Retrieve financial KPIs for a project
List active webhooks
List available project roles
List assets and equipment
List all tasks and activities
List all contacts
List all organizations
List all restoration projects
Connect Albi Restoration to LlamaIndex via MCP
Follow these steps to wire Albi Restoration 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 Albi Restoration MCP Server
LlamaIndex provides unique advantages when paired with Albi Restoration through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Albi Restoration tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Albi Restoration tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Albi Restoration, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Albi Restoration tools were called, what data was returned, and how it influenced the final answer
Albi Restoration + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Albi Restoration MCP Server delivers measurable value.
Hybrid search: combine Albi Restoration real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Albi Restoration 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 Albi Restoration for fresh data
Analytical workflows: chain Albi Restoration queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Albi Restoration in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Albi Restoration immediately.
"List all my active restoration projects in Albi."
"What are the financial KPIs for project 'proj_123'?"
"Check my inventory for available dehumidifiers."
Troubleshooting Albi Restoration MCP Server with LlamaIndex
Common issues when connecting Albi Restoration to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpAlbi Restoration + LlamaIndex FAQ
Common questions about integrating Albi Restoration MCP Server with LlamaIndex.