Integrate R2R with Claude, Cursor, Chatbots & AI Agents MCP Server

Equip your AI with direct access to your R2R engine — execute vector searches, run precise RAG queries, and manage your documents.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

get

Get document on R2R

Retrieves details for a specific document

get

Get health on R2R

Checks the health status of the R2R server

list

List collections on R2R

Lists all document collections

list

List documents on R2R

Lists all ingested documents in the R2R system

rag

Rag query on R2R

Executes a RAG (Retrieval-Augmented Generation) query

action

Search on R2R

Performs a vector search across ingested documents

Security & Code Integrity Audit

Every tool in the R2R MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

Is there a risk of the AI "going crazy" and deleting important company data?

No. With Vinkius, the AI operates on "rails". It can only make the exact moves you authorized in the tool's settings. It cannot invent routes, access other networks in your company, or decide to delete random files. If the action isn't in the approved catalog, the attempt is blocked instantly.

Do I need an R2R API Key?

It depends on your deployment. Open deployments for local testing may not require a key. Production deployments or SciPhi Cloud environments require you to provide the generated key.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

What can AI Agents do with R2R?

The R2R integration provides comprehensive execution endpoints, allowing AI models to orchestrate tasks reliably.

Autonomous rag Strategies

The R2R connection gives ChatGPT direct access to rag tools. The integration handles the logic required for continuous friends mcp operations.