Development Tools

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.

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 comprehensive GitHub project management server featuring AI-powered task complexity analysis, milestone tracking, and a full suite of Product Requirements Document (PRD) planning tools.

A tool for monitoring technical debt and governing code quality across cloud platforms like ServiceNow and Salesforce through static code analysis and CI/CD integrations.

A local observability proxy and security firewall for MCP that intercepts SQL tool calls to DuckDB or Postgres to provide safety guardrails, query logging, and a built-in UI for inspection.

A sophisticated graph-based memory system for LLM agents that implements the Zettelkasten principle with autonomous maintenance processes. It features semantic retrieval, automatic note classification, relationship suggestion, and deep web research capabilities to maintain a high-quality knowledge base.

A Python utility that adds usage tracking, analytics, and metadata discovery to MCP servers using a SQLite backend. It allows developers to monitor tool performance, detect usage patterns, and expose stats directly to AI assistants.

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.

A high-performance Rust-based MCP server that wraps Factory.ai's Droid CLI, providing AI-assisted coding capabilities with fine-grained autonomy controls and reasoning depth configurations.

A specialized MCP server that provides access to the OpenFDA API for querying comprehensive drug information, safety data, and adverse event reports.

18 MCP tools for ServiceNow: incidents, CMDB, update sets. OAuth 2.1, Tokyo+.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

Bridges Claude Code to Language Server Protocol (LSP) servers to enable semantic code intelligence features like navigation, refactoring, and real-time diagnostics. It supports multiple languages including TypeScript, Python, and Rust with multi-root workspace capabilities.

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

A specialized MCP server for OpenAI's Sora API that enables programmatic generation, status tracking, and remixing of high-quality AI videos directly through AI assistants.

A production-ready MCP server integrating Microsoft Agent Framework with Azure OpenAI GPT-4, offering tools for real-time weather, mathematical calculations, and Taiwan stock price queries via SSE/HTTP streaming.

An autonomous managerial MCP server that oversees project lifecycles, team capacity, and execution monitoring through a multi-agent LangGraph architecture.

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

MCP (Model Context Protocol) Server. Provides a bridge to Terrakube infrastructure for managing workspaces, variables, modules, and organization resources through natural language interaction

Integrates the OpenCode AI coding agent into MCP clients to execute terminal-based coding tasks, manage development sessions, and discover available AI models.

A robust SQL database bridge for MySQL, PostgreSQL, and SQLite that emphasizes security with granular schema-level permissions and cloud-ready SSL/TLS support.

MCP (Model Context Protocol) Server. Provides a TypeScript-based development environment for creating, testing, and refining structured prompts locally before production deployment.