gogabrielordonez/mcp-ragchat

Overview

An MCP server that adds RAG-powered chat to any website. It runs locally with one command from Claude Code, using a local vector store and supporting OpenAI, Anthropic, and Gemini as LLM providers. No cloud dependency is required.

Best for

Best for
Developers who want to add RAG chat to websites without cloud services

Use cases

• Add RAG chat to an existing website
• Run local AI chat without cloud services
• Integrate multi-provider LLM support via MCP

Notes

An MCP server that adds RAG-powered chat to any website. It runs locally with one command from Claude Code, using a local vector store and supporting OpenAI, Anthropic, and Gemini as LLM providers. No cloud dependency is required.

1 stars on GitHub. Last updated 2026-02-20.

Use cases

• Add RAG chat to an existing website
• Run local AI chat without cloud services
• Integrate multi-provider LLM support via MCP

Pros

• Local vector store keeps data private
• Works with one command from Claude Code
• Supports multiple LLM providers

Cons

• Low GitHub star count indicates early-stage project
• Likely limited documentation or community support
• Requires Claude Code setup for use

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.