R2R MCP Server

A FastMCP-based MCP server for the R2R API, enabling integration with document management, knowledge graphs, and RAG systems through automatically generated tools and resources.

→ evgenygurin/fastmcp-r2r-openapi-integration · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: R2R_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configR2R_BASE_URL— "": "http://localhost:7272",

🔐 secretR2R_API_KEY— your_actual_api_key_here

configFASTMCP_EXPERIMENTAL_ENABLE_NEW_OPENAPI_PARSER— ⚡ Важно: Для корректной работы с OpenAPI 3.1 спецификацией рекомендуется включить экспериментальный парсер FastMCP. Добавьте =true в .env файл.

configR2R_OPENAPI_URL

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/evgenygurin-fastmcp-r2r-openapi-integration-4k10yi)](https://m8ven.ai/mcp/evgenygurin-fastmcp-r2r-openapi-integration-4k10yi)

commit: d98dbeffeda058eabdac0f73c23f1685774f6ea5

code hash: 7d2fbd4e61acc3fb2c56d585dfbef42c8988281874545ed60b6c0d202f753c81

verified: 6/22/2026, 12:15:50 PM

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