estudIA

v1.0.0Data Science & MLstable

RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

estudia-mcpmcpai-integration
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What is estudIA?

estudIA is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to rag-enabled mcp server that uses google gemini for embeddings and supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • RAG-enabled MCP server that uses Google Gemini for embedding

Use Cases

Perform semantic search on documents using Google Gemini embeddings.
Query document similarity matching via natural language.
JpAboytes

Maintainer

LicenseMIT
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx estudia-mcp

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about estudIA

What is estudIA?

estudIA is a Model Context Protocol (MCP) server that rag-enabled mcp server that uses google gemini for embeddings and supabase for vector storage, enabling semantic search and document similarity matching through natural language queries. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install estudIA?

Follow the installation instructions on the estudIA GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with estudIA?

estudIA works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is estudIA free to use?

Yes, estudIA is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "estudia-mcp": { "command": "npx", "args": ["-y", "estudia-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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