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Optimize AI prompts through a two-layer system combining a deterministic rule engine with optional LLM enhancement. The server provides eight tools for prompt scoring, analysis across five dimensions, iterative optimization, and task decomposition, supporting Anthropic Claude and OpenAI as optional LLM backends.

An interactive web tutorial for learning how to build MCP (Model Context Protocol) servers. This educational website provides step-by-step guidance for implementing and understanding MCP servers.

This MCP server provides a bridge between AI assistants and IssueBadge, enabling integration for issue tracking and badge management workflows. Built as a Node.js Express server using axios for HTTP requests, body-parser for request handling, and uuid for unique identifier generation, it facilitates communication between Claude and IssueBadge's API endpoints. The implementation is designed for teams and developers who need AI-powered assistance with issue management, project tracking, and badge-based workflow automation within their development processes.

A Model Context Protocol (MCP) server that provides access to Japanese weather forecasts using the weather.tsukumijima.net API.

Enables AI agents to simulate network failures and test application resilience in Playwright browser sessions.

Universal MCP Gateway & Bridge for Android Termux (OpenAI Codex, Claude Code, Google Antigravity, Gemini Spark)

Enables students to ask an AI assistant about their Canvas LMS data, including assignments, grades, missing submissions, discussions, and upcoming items, while keeping access read-only and private.

Take Wayland screenshots via grim/slurp. Full screen, region, or interactive crop.

MCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.

GenPark AI Agent Skill - AST security pattern matcher for injection vulnerabilities, insecure deserialization, secret leakage, and safe code rewrite synthesis.

A lightweight MCP service that enables programmatic downloading of Instagram videos to a specified local path with progress tracking.

Tree-based navigation MCP that provides a single interface to explore and execute actions across multiple GNOSYS MCP servers, reducing token consumption from ~14k to ~1.4k.

Enables querying MRR, churn, and revenue from Stripe, Gumroad, and Lemon Squeezy directly inside Claude, allowing natural language questions about business metrics.

PiQrypt creates tamper-evident, cryptographically signed audit trails for AI agent actions, using Ed25519 or post-quantum Dilithium3 signatures to authenticate each event. Actions are hash-chained so any modification invalidates subsequent records, enabling offline-verifiable compliance proofs for trading, HR, healthcare, and DevOps workflows. Integrates with Claude Desktop, n8n, and other MCP clients.

Integrates the LINE Messaging API with AI agents via the Model Context Protocol, supporting both stdio and SSE transport protocols. It allows agents to send messages, manage rich menus, and retrieve user profile information for LINE Official Accounts.

Turns a folder of CSV, Parquet, and JSON files into a single SQL-queryable source for AI agents, supporting JOINs across files with read-only sandboxed access.

MCP server that scores the behavioral risk of a wallet on Base before sending it money. Provides a risk score, verdict, and explainable flags based on USDC payment history.

Enables users to manage parking sessions, track expiration times, and retrieve real-time weather and location context via MCP tools and resources.

ultra-instinct ML engineering intern for Claude Code. Reads papers, audits datasets, ships SFT/DPO/LoRA runs to Hugging Face.

A Model Context Protocol server that provides network control and management capabilities through the POX SDN controller, enabling Python-based network programming, OpenFlow device management, and automated network analysis.