Development Tools

A comprehensive AI orchestration platform that integrates 8 Google AI services and 66 specialized agents using A2A and MCP protocols for autonomous development and enterprise-grade swarm intelligence.

Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.

A structural code analysis framework that converts codebases into a Universal Abstract Syntax Tree (UniAST) to provide deep, local coding context for LLMs.

An MCP server implemented as a VS Code extension that exposes the editor's filesystem, symbol search, diagnostics, and terminal capabilities to AI agents.

WireMCP integrates Wireshark's tshark utility with LLMs to provide real-time network traffic analysis, threat detection, and protocol statistics. It enables automated packet capture, PCAP file analysis, and credential extraction for security diagnostics and forensic investigation.

High-precision Python SAST & Dead Code Remover. Finds unused functions, secrets, and security flaws with hybrid static analysis + local LLM agents. Privacy-first & low noise. MCP server for SAST too

A comprehensive control plane and gateway for the Model Context Protocol that unified multiple MCP servers into a single secure endpoint with observability and RBAC.

A versatile tool that transforms any OpenAPI specification into an MCP server, allowing users to bundle specific API endpoints and existing stdio servers into a single, unified interface.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

A specialized MCP server that allows AI agents to interface with the Node.js debugger (via --inspect) to set breakpoints, list them, and inspect runtime state using JavaScript execution.

A robust financial analysis MCP server that provides real-time market movers, fundamental ticker data, options chains, and technical indicators alongside market sentiment metrics from CNN and Google Trends.

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

A comprehensive MCP server that brings Claude Code's project-wide file manipulation, command execution, and agentic delegation capabilities to any MCP-compatible environment.

Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

An MCP server that provides structural code search capabilities using ast-grep, allowing AI assistants to search and analyze codebases via AST pattern matching.

A Model Context Protocol server for Argo CD that enables AI assistants to manage applications, view resource trees, and monitor workload logs through natural language.

A breakthrough bridge that implements Anthropic's 'Code Execution' pattern, allowing agents to interact with hundreds of tools via a single Python sandbox to drastically reduce token context bloat.

A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.

An MCP server that allows AI agents to interactively generate smart contract code for Solidity, Cairo, Stellar, and Stylus using OpenZeppelin's standardized components.

A tool for software architecture analysis and modularization that helps audit codebases, generate system manifests, and extract functionality into microservices.

A distributed neural network swarm orchestration server that provides ephemeral, CPU-native intelligence and multi-agent coordination using Rust and WebAssembly.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

A robust MCP server that enables AI assistants to directly interact with Figma layers, styles, and components, supporting real-time design creation and document audits via a dedicated Figma plugin.

A professional MySQL MCP server that provides comprehensive database management including CRUD operations, anomaly analysis, SQL optimization, and health monitoring.

An MCP server that provides advanced web search and problem-solving capabilities by delegating queries to OpenAI's high-reasoning models like o3, o4-mini, and gpt-5.

MCP (Model Context Protocol) Server. Aider MCP Server offloads AI coding tasks to Aider's specialized implementation, reducing costs and enhancing development efficiency through natural language code changes and model selection.

A context management tool that generates LLM-ready structured documentation from codebases, supporting modular configurations for files, git diffs, and repositories via MCP.

A community-driven directory and registry for discovering and installing MCP servers, allowing developers to share configurations with standardized parameter extraction.

A local-first runtime and secure gateway for AI agents that provides a controlled environment for running MCP tools with explicit folder mounting and permission boundaries.

A Model Context Protocol server that enables natural language control of iOS simulators using Facebook's IDB tool, supporting app management, UI interaction, and debugging.