Development Tools

A specialized MCP server for detecting and removing Java memory shells using FastMCP, supporting both local and remote SSH execution with AI-assisted code verification.

A Node.js based MCP server that enables local vector indexing and retrieval for Markdown/MDX documentation using embedded models. It allows AI models to search and query local knowledge bases entirely offline.

An MCP server that integrates with the Google Jules API to enable autonomous coding tasks and recurring maintenance workflows directly within AI assistants.

An MCP server that provides network security scanning capabilities by integrating Nmap, featuring asynchronous task management and structured JSON output for automated network discovery and auditing.

A Kubernetes management MCP server that enables AI-powered cluster operations, resource deployment, and multi-cluster management through kubectl and Helm integration.

A comprehensive MCP server providing unified access to 200+ AI models via OpenRouter, featuring advanced collective intelligence, vision support, and intelligent model benchmarking.

A specialized MCP server that integrates OWASP ZAP to provide AI-powered web application security testing, including active scanning, AJAX spidering, and passive analysis.

A specialized MCP server for DeFi analytics that integrates with DeFiLlama's bridge APIs to provide real-time cross-chain liquidity flows, historical volumes, and detailed transaction metrics.

A Model Context Protocol server for the Procesio automation platform, enabling LLMs to list, manage, and execute automated workflows and monitor process instances.

A research integration server that connects to the arXiv API to facilitate academic paper discovery, metadata extraction, and automated JSON-based storage for literature reviews.

A comprehensive MCP server for Gitea that combines AI-driven intelligent tools for workflow analysis and compliance with a powerful CLI for full CRUD operations on repositories, issues, and PRs.

A multi-agent debate framework that orchestrates competitive code reviews and implementation planning between CLIs like Claude and Codex using deterministic scoring to identify high-severity issues.

Provides documentation and component references for the Reacticx React Native library, including props, code examples, and installation guides. It enables users to search through over 90 components and retrieve setup commands for project dependencies.

Access NIST 800-53, FedRAMP, CMMC, and NIST 800-171 compliance data from your AI tools

A specialized MCP server for pixel-level image comparison using Pixelmatch, enabling precise visual regression testing, design review, and cross-browser consistency checks.

An MCP server that enables AI agents to play Pokémon games by providing a functional interface for game interaction. It allows for seamless integration with AI clients to execute gameplay tasks and manage game states.

A Model Context Protocol server that integrates the Synthetic API to provide real-time web search capabilities for LLMs, returning structured search results including snippets and metadata.

A tool-augmented research assistant that combines LangGraph and Google Gemini 2.5 to perform multi-iteration deep searches and quick investigations with automated citations and grounding metadata.

A highly automated MCP server for Google Stitch that allows AI agents to generate professional UI designs, manage design systems, and perform accessibility audits through simple project management tools.

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.

Provides real-time access to Path of Exile 2 game data including currency exchange rates, item prices, and ladder meta-build statistics. It also enables LLMs to search the community wiki and retrieve datamined game information from public APIs.

A collaboration bridge enabling autonomous development workflows between Claude and Gemini with role-based task management, dependency tracking, and automated project planning.

A robust MCP server that enables AI models to see and interpret your desktop by capturing screenshots and analyzing them through the Claude Vision API.

A specialized MCP server that provides expert design guidance, accessibility standards, and visual hierarchy principles to help LLMs generate modern and professional web interfaces.

A comprehensive MCP server providing a wide array of text transformation tools, including case conversion, encoding/decoding, code formatting, hashing, and regex operations. It enables models to perform programmatic text manipulation and analysis through standardized interfaces.

A comprehensive MCP server for managing TyranoStudio projects and visual novel development using TyranoScript, enabling character management, asset organization, and scenario validation.

A cross-platform MCP server that provides access to the system clipboard, allowing models to read and write content across macOS, Windows, and Linux.

A minimal Model Context Protocol server that serves as a template for building email inbox capabilities for AI agents. It demonstrates basic integration of tools, resources, and prompts using the Smithery SDK.

An intelligent MCP server that generates Conventional Commits style messages by analyzing git diffs using DeepSeek or Groq LLMs.