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Local RAG (on-premises) with MCP server.

MCP-Airflow-API is an MCP server that leverages the Model Context Protocol (MCP) to transform Apache Airflow REST API operations into natural language tools. This project hides the complexity of API structures and enables intuitive management of Airflow clusters through natural language commands.

A managed Retrieval-Augmented Generation (RAG) server using MCP, integrated with knowledge bases and OpenSearch.

Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP.

NewTqnia MCP Server provides AI assistants with real-time access to independent bilingual technology news. Search and retrieve the latest articles, headlines, categories, and structured tech coverage in English and Arabic through the Model Context Protocol (MCP).

Quantitative research, backtesting, creator-marketplace subscriptions, editable strategy forks, continuous copy trading, and controlled brokerage workflows through more than 120 MCP tools.

Rust-powered PDF toolkit over MCP: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split/merge/rotate/reorder pages; manage form fields and annotations; encrypt documents. Runs locally via uvx oxidize-mcp.

Sports betting odds, player props, and prediction-market data from 45+ sportsbooks and sources across 90+ sports, with verdict, parlay grading, arbitrage, +EV, consensus, and middles tools; 9 of 22 tools run keyless via uvx parlayapi-mcp (first-party founder submission).

Cited RAG MCP: PDFs, GitHub, YouTube, Discord exports, local files, one shared index.

Agent-operable cloud platform: database, AI, functions, containers, storage and auth over one remote MCP endpoint with 50 tools.

First MCP server for Vinted marketplace. Search millions of second-hand items, compare prices across 19 countries (FR, DE, ES, IT, NL, BE, UK...), analyze seller profiles with ratings and verification status, detect cross-country arbitrage opportunities, and track trending products. 5 tools: search_items, get_item, get_seller, compare_prices, get_trending. 2 resources: countries list, categories. Works with Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. Zero config — just npx.

Persistent memory for AI agents over MCP: local-first storage, negative learning from past failures, and hybrid recall, published on npm as wyrm-mcp.