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An unofficial and community-built MCP server for integrating with https://railway.app

Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure

OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.

MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

An mcp server that provides read-only access to MariaDB.

MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers

Local-first quality gate + fix-loop controller for AI coding agents (CLI + MCP).

AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open source.

Give Claude Code 41 research & video tools with one command. Video analysis, deep research, content extraction, explainer video creation, and Weaviate vector search — powered by Gemini 3.1 Pro.

Open-source toolkit enabling developers to integrate You.com's AI capabilities into their workflows

NodeBench MCP - 260-tool Model Context Protocol server with progressive discovery, agent-as-a-graph embeddings, research optimization, and adaptive web scraping. Monorepo: MCP server + Convex backend + React frontend.

AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG

Give your AI coding agent eyes and ears. Screen + voice capture → structured Markdown. MCP server, CLI, and macOS app.

MCP Server for GNU Make

AI-powered trading research platform. Test any idea on stocks, futures, and crypto with event studies, backtesting, and statistical validation. MCP server with 8 tools. pip install varrd.

Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your ModelAdmin classes and let AI assistants like Claude perform CRUD operations, execute admin actions, and explore relationships—all respecting Django's permission system.

MCP server for SQLite database operations

MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr's RustChain SDK.