OpnForm MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Create Form, Delete Form, Delete Submission, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add OpnForm 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 OpnForm app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 11 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 OpnForm. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in OpnForm?"
)
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 OpnForm MCP Server
Connect your OpnForm account to any AI agent and take full control of your form orchestration and data collection through natural conversation. OpnForm is a modern, AI-first, open-source form builder that allows you to create professional forms in seconds.
LlamaIndex agents combine OpnForm tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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
- Form & Workspace Orchestration — List all managed workspaces and forms programmatically to keep your data collection infrastructure always synchronized.
- Dynamic Form Generation — Create new forms and update existing fields directly from the AI interface to rapidly deploy surveys or lead magnets.
- Submission Intelligence — Retrieve and analyze form responses in real-time via natural language to extract insights without manual exporting.
- Lifecycle Management — Delete stale forms and manage workspace metadata using simple AI commands.
- Account Visibility — Access your profile and API token capabilities to ensure your automation has the correct permissions.
The OpnForm MCP Server exposes 11 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 11 OpnForm tools available for LlamaIndex
When LlamaIndex connects to OpnForm through Vinkius, your AI agent gets direct access to every tool listed below — spanning opnform, form-builder, ai-forms, 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.
Create a new Optform form
Delete an Optform form
Delete a form submission
Get details for a specific Optform form
Get current Optform user details
Get details for a specific form submission
Get details for a specific Optform workspace
List forms in Optform
List submissions for a form
List Optform workspaces
Update an existing Optform form
Connect OpnForm to LlamaIndex via MCP
Follow these steps to wire OpnForm 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 OpnForm MCP Server
LlamaIndex provides unique advantages when paired with OpnForm through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine OpnForm tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain OpnForm tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query OpnForm, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what OpnForm tools were called, what data was returned, and how it influenced the final answer
OpnForm + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the OpnForm MCP Server delivers measurable value.
Hybrid search: combine OpnForm real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query OpnForm 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 OpnForm for fresh data
Analytical workflows: chain OpnForm queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for OpnForm in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with OpnForm immediately.
"List all active forms in my 'Marketing' workspace."
"List all submissions received on my contact form this week with their responses."
"Create a new feedback survey form in my Product workspace with rating and comment fields."
Troubleshooting OpnForm MCP Server with LlamaIndex
Common issues when connecting OpnForm to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpOpnForm + LlamaIndex FAQ
Common questions about integrating OpnForm MCP Server with LlamaIndex.