MCP Server for Document Retrieval with AI Agents

# MCP server for document retrieval via OpenIndex API in AI agents

This automation template enables integration of document retrieval functionality from OpenIndex into AI agents via an MCP-compatible API. It receives natural language queries from AI agents and forwards them to the OpenIndex Retrieval API, returning structured results directly without additional processing.

## Who it´s for
- AI agent developers needing to add document search capabilities
- MLOps engineers setting up MCP-compatible plugins for internal LLMs
- Companies using proprietary language models with access to corporate knowledge bases and technical documentation

## What the automation does
- Receives queries from AI agents via MCP trigger
- Constructs and sends a POST request to OpenIndex Retrieval API
- Returns retrieved documents directly to the AI agent in structured format
- Ensures compatibility between MCP protocol and external retrieval service
- Enables real-time search across document text and metadata

## What´s included
- Ready-to-use workflow for n8n
- Logic for handling MCP triggers and HTTP requests
- Integration with OpenIndex Retrieval API
- Basic textual instructions for setup and adaptation

## Requirements for setup
- n8n account with workflow editing access
- Access to LangChain MCP Server (or compatible environment)
- API key for OpenIndex Retrieval API
- Configured environment for HTTP API operations

## Benefits and outcomes
- Accelerates integration of retrieval systems with AI agents
- Simplifies creation of MCP-compatible plugins without manual coding
- Improves AI response accuracy through direct document access
- Minimizes latency via direct data forwarding
- Supports scalability through standardized protocol

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat