Agents
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The best RAG MCP and CLI for AI agents

Connect Claude or headless agents to your Lookio knowledge base via MCP or CLI. Stop copy-pasting context and let your agents retrieve exactly what they need, when they need it.

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Lookio MCP configuration for AI agents

Built for practical knowledge retrieval

Direct integration with Claude Desktop

Use the Lookio MCP server to let Claude search your proprietary documents, manage resources, and answer questions natively.

Machine-readable JSON via CLI

Give headless agents and Python bots instant access to your knowledge base with our native --json CLI flag.

Eliminate agent hallucinations

Force your AI agents to use your verified documents as the single source of truth before they write code or answer queries.

One knowledge base, infinite agents

Maintain a single source of truth in Lookio while exposing it to multiple autonomous agents across your tech stack.

Agents are stronger with instant retrieval

Give agents a controlled path to your real company knowledge.

Stop feeding 100 PDFs into a prompt.

Reduce token usage and costs.

Ensure agents use up-to-date specs.

Agents are stronger with instant retrieval

Interactive agents with native access

Let compatible agents query Lookio while you work.

Connect via standard MCP.

Query Assistants inside the chat.

Manage resources directly from Claude.

Interactive agents with native access

Headless agents and terminal scripts

Bring Lookio retrieval into terminal and script workflows.

Zero installation via npx.

Returns clean, parseable JSON output.

Secure local key management.

Headless agents and terminal scripts

Frequently Asked Questions about Lookio MCP and CLI

What is the Model Context Protocol (MCP)?

MCP is an open standard that allows AI agents and assistants (like Claude Desktop or Cursor) to securely connect to external tools and data sources. The Lookio MCP Server acts as a bridge, allowing these agents to natively search your Lookio knowledge base instead of relying solely on their base training data.

Why should I use the Lookio MCP Server instead of the standard API?

Use the MCP Server when you are working inside an interactive agent environment (like Cursor or Claude Desktop) and want the agent to autonomously discover and use Lookio. Use the REST API when you are building fixed backend workflows or programmatic automations in tools like n8n or Make.

How does the Lookio CLI help AI coding agents?

The Lookio CLI is optimized for terminal-based and headless agents. It features a global --json flag that strips away human formatting, returning clean, machine-parseable data. This allows Python bots, bash scripts, and CI/CD pipelines to query your knowledge base effortlessly.

Can I connect Cursor to my Lookio workspace?

Yes! By adding the Lookio MCP Server to your Cursor configuration, you allow the Cursor agent to search your internal API guidelines, architectural decisions, and product specs before it generates a single line of code, drastically reducing errors.

Is my knowledge base synced across the API, MCP, and CLI?

Yes. Whether you query via the Lookio web interface, the REST API, the MCP Server, or the CLI, you are accessing the exact same centralized Assistants and document resources. Your single source of truth remains consistent everywhere.

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