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RAG-MCP Pipeline Research

A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

Pure Data MCP Server

A Model Context Protocol (MCP) server for Pure Data, an open-source visual programming language and patchable environment for real-time computer music.

Data Dictionary MCP

A Model Context Protocol (MCP) server that coordinates AI agents to transform database tables into Wikipedia-style data dictionaries.

Algolia Search MCP Server

# Algolia Search MCP Server ## Features - Search for any text in your Algolia index ## Setup This package is installed as local. 1. Clone the repository 1…

CostAffective-MCP

Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…

Apple Notes Mcp

# apple-notes-mcp MCP server for Apple Notes with semantic search and CRUD operations. Claude searches, reads, creates, updates, and manages your Apple Notes…

Mixpanel Mcp

Query and analyze your Mixpanel events data seamlessly from any MCP client. Retrieve insights such as event overviews, retention metrics, and funnel analyses…

MCP Advisor

A discovery and recommendation service for exploring MCP servers using natural language queries.

mcp_server_webcrawl

Bridge the gap between your web crawl and AI language models using Model Context Protocol (MCP). With mcp-server-webcrawl, your AI client filters and analyzes…

SearXNG MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.

WebSearch MCP Server

A web search server that supports free search via multiple providers and converts URL content into Markdown format. It is for developers who need search and…

Outlook Email Processor

Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…