Openli MCP Server for LlamaIndexGive LlamaIndex instant access to 13 tools to Check Openli Status, Create Agreement, Create Dsar, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Openli 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 Openli app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 13 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 Openli. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in Openli?"
)
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 Openli MCP Server
Connect your Openli account to any AI agent and take full control of your privacy orchestration and legal compliance through natural conversation. Openli provides a comprehensive platform for managing cookie consent, processing Data Subject Access Requests (DSARs), and maintaining an automated audit trail for your legal agreements.
LlamaIndex agents combine Openli tool responses with indexed documents for comprehensive, grounded answers. Connect 13 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
- Consent & Agreement Orchestration — List all published legal agreements programmatically and retrieve detailed version metadata to ensure your terms are always synchronized.
- Evidence & Audit Intelligence — Record and save user consent evidence directly from the AI interface to maintain a high-fidelity, legally binding audit trail.
- DSAR Lifecycle Management — Access and monitor incoming Data Subject Access Requests via natural language to drive better response times and regulatory compliance.
- Vendor & Data Processor Control — List and oversee your organization's third-party vendors and data processors using simple AI commands.
- Operational Monitoring — Track system responses and manage privacy audit logs to ensure your compliance workflow is always optimized.
The Openli MCP Server exposes 13 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 13 Openli tools available for LlamaIndex
When LlamaIndex connects to Openli through Vinkius, your AI agent gets direct access to every tool listed below — spanning openli, privacy-compliance, gdpr-api, 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 connectivity
Create an agreement
Create a DSAR
Get agreement details
Get consent details
Get DSAR details
Get vendor details
List agreements
List audit logs
List consents
List DSARs
List vendors
Save consent
Connect Openli to LlamaIndex via MCP
Follow these steps to wire Openli 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 Openli MCP Server
LlamaIndex provides unique advantages when paired with Openli through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Openli tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Openli tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Openli, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Openli tools were called, what data was returned, and how it influenced the final answer
Openli + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Openli MCP Server delivers measurable value.
Hybrid search: combine Openli real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Openli 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 Openli for fresh data
Analytical workflows: chain Openli queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Openli in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Openli immediately.
"List all my current legal agreements in Openli."
"Show me all active legal documents that need review before their renewal date."
"Generate a compliance report for my website covering GDPR and cookie consent status."
Troubleshooting Openli MCP Server with LlamaIndex
Common issues when connecting Openli to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpOpenli + LlamaIndex FAQ
Common questions about integrating Openli MCP Server with LlamaIndex.