Development Tools

A versatile MCP server that dynamically transforms any OpenAPI specification into a collection of executable tools, providing ready-to-use access to REST APIs with built-in support for authentication and standard transports.

A comprehensive collection of Claude Code and OpenAI Codex workspace configurations, including custom plugins, agents, and integrated MCP servers for cloud services, databases, and development workflows.

A comprehensive MCP server for Azure DevOps that enables AI assistants to manage projects, repositories, work items, and CI/CD pipelines through standardized tools and resource URIs.

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.

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

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.

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.

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.

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

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.

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

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.

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 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.

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.

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.

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.

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.