Mabl (AI-Powered Test Automation) MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Mabl (AI-Powered Test Automation) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 Mabl (AI-Powered Test Automation). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Mabl (AI-Powered Test Automation)?"
)
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 Mabl (AI-Powered Test Automation) MCP Server
Connect your Mabl account to any AI agent and take full control of your AI-powered E2E testing and quality orchestration through natural conversation.
LlamaIndex agents combine Mabl (AI-Powered Test Automation) tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Plan Orchestration — List all test plans and trigger immediate executions across specific environments (staging, production) directly from your agent
- Execution Monitoring — Track the real-time status of ongoing test runs and retrieve detailed outcome summaries including pass/fail rates and durations
- AI Failure Analysis — Deep-dive into execution results to extract precise failure reasons, diagnostic insights, and visual screenshots for rapid debugging
- Environment Audit — List configured testing environments and retrieve associated variables to ensure accurate test execution context
- App & API Discovery — Enumerate all monitored applications and their target URLs (web + API) to manage your testing grid securely
- Label & Tag Management — Discover and list plan labels used to group and trigger specific testing suites across your organization
The Mabl (AI-Powered Test Automation) MCP Server exposes 10 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.
How to Connect Mabl (AI-Powered Test Automation) to LlamaIndex via MCP
Follow these steps to integrate the Mabl (AI-Powered Test Automation) MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Mabl (AI-Powered Test Automation)
Why Use LlamaIndex with the Mabl (AI-Powered Test Automation) MCP Server
LlamaIndex provides unique advantages when paired with Mabl (AI-Powered Test Automation) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Mabl (AI-Powered Test Automation) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Mabl (AI-Powered Test Automation) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Mabl (AI-Powered Test Automation), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Mabl (AI-Powered Test Automation) tools were called, what data was returned, and how it influenced the final answer
Mabl (AI-Powered Test Automation) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Mabl (AI-Powered Test Automation) MCP Server delivers measurable value.
Hybrid search: combine Mabl (AI-Powered Test Automation) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Mabl (AI-Powered Test Automation) 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 Mabl (AI-Powered Test Automation) for fresh data
Analytical workflows: chain Mabl (AI-Powered Test Automation) queries with LlamaIndex's data connectors to build multi-source analytical reports
Mabl (AI-Powered Test Automation) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Mabl (AI-Powered Test Automation) to LlamaIndex via MCP:
mb.get_app
Get full details of a Mabl application including name, description, targets (web URLs + API base URLs), and labels
mb.get_execution
Get full details of a Mabl execution result including status, duration, test outcomes, failure analysis, and screenshots
mb.list_apps
Use this to lookup application details. List all applications on Mabl. Mabl is an AI-powered E2E testing platform for web, mobile, and API testing with self-healing tests
mb.list_envs
). Returns env names, IDs, and environment variables. List all environments on Mabl
mb.list_executions
List latest execution results on Mabl
mb.list_labels
Returns label names and associated plan counts. List all labels (tags) used in Mabl plans
mb.list_plans
Returns plan names, statuses, triggers, and linked apps/envs. List all test plans (run policies) on Mabl
mb.list_tests
List all API tests on Mabl
mb.trigger_plan
Trigger a Mabl plan run via deployment event
mb.workspace_info
Does not require args. Get workspace info for the authenticated Mabl API key including workspace name, org, and key metadata
Example Prompts for Mabl (AI-Powered Test Automation) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Mabl (AI-Powered Test Automation) immediately.
"List all my Mabl test plans"
"Trigger the 'Checkout-Regression' plan in the Staging environment"
"Show me the details for the last failed execution"
Troubleshooting Mabl (AI-Powered Test Automation) MCP Server with LlamaIndex
Common issues when connecting Mabl (AI-Powered Test Automation) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMabl (AI-Powered Test Automation) + LlamaIndex FAQ
Common questions about integrating Mabl (AI-Powered Test Automation) MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Mabl (AI-Powered Test Automation) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Mabl (AI-Powered Test Automation) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.