Docamatic MCP Server for LlamaIndexGive LlamaIndex instant access to 8 tools to Add Elements To Pdf, Generate Image From Html, Generate Pdf From Html, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Docamatic 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 Docamatic app connector for LlamaIndex is a standout in the Productivity category — giving your AI agent 8 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 Docamatic. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in Docamatic?"
)
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 Docamatic MCP Server
Connect your Docamatic account to any AI agent and take full control of your document automation and media production workflows through natural conversation.
LlamaIndex agents combine Docamatic tool responses with indexed documents for comprehensive, grounded answers. Connect 8 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
- Document Orchestration — Convert raw HTML strings or live website URLs into professional, high-fidelity PDF and image files programmatically
- Template Intelligence — Create invoices, packing slips, and certificates by injecting dynamic data into predefined built-in templates directly through your agent
- PDF Manipulation — Draw new elements (text, QR codes, images) onto existing PDF documents or merge multiple files into a single finalized document
- Visual Intelligence — Capture high-quality full-page screenshots of any live website with automatic JavaScript rendering handling
- Workflow Monitoring — Access your complete directory of recently generated documents and monitor your production history directly from your agent
The Docamatic MCP Server exposes 8 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 8 Docamatic tools available for LlamaIndex
When LlamaIndex connects to Docamatic through Vinkius, your AI agent gets direct access to every tool listed below — spanning pdf-generation, html-to-pdf, document-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.
Draw text or images onto an existing PDF
Convert HTML or URL to Image
Convert HTML or URL to PDF
g. invoice1, packing_slip1) with JSON data. Generate a PDF from a predefined template
List common document templates
List recently generated documents
Combine several PDF files into one
Handles rendering automatically. Capture a full-page website screenshot
Connect Docamatic to LlamaIndex via MCP
Follow these steps to wire Docamatic 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 Docamatic MCP Server
LlamaIndex provides unique advantages when paired with Docamatic through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Docamatic tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Docamatic tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Docamatic, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Docamatic tools were called, what data was returned, and how it influenced the final answer
Docamatic + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Docamatic MCP Server delivers measurable value.
Hybrid search: combine Docamatic real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Docamatic 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 Docamatic for fresh data
Analytical workflows: chain Docamatic queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Docamatic in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Docamatic immediately.
"Generate a professional PDF of the website 'https://vinkius.com'."
"Create an invoice for 'Acme Corp' using the 'invoice3' template."
"Take a full-page screenshot of 'https://news.google.com'."
Troubleshooting Docamatic MCP Server with LlamaIndex
Common issues when connecting Docamatic to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDocamatic + LlamaIndex FAQ
Common questions about integrating Docamatic MCP Server with LlamaIndex.