5755 servers in this category
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
Code graph MCP server. SQLite + tree-sitter AST for architecture, clones, references, and flows.
Hash-verified file editing MCP server with token efficiency hook. 11 tools for AI coding agents.
Turn any openapi file into an mcp server, with just the tools you need.
Token-efficient SSH MCP server with hash-verified remote file operations. 8 tools.
🐞 MCP Node.js debugger
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
MCP implementation of Claude Code capabilities and more
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.
Gemini-MCP is an MCP server that encapsulates Google's Gemini CLI tool into a standard MCP protocol interface, enabling Claude Code to invoke Gemini for AI-assisted programming tasks.
Codemogger is a code indexing library and MCP server for AI coding agents
Minimal MCP Server for Aider
Template for a remote MCP server with GitHub OAuth - following best practices for building MCP servers so you can take this as a starting point for any MCP server you want to build!
MCP server for integrating Omnisearch with LLMs
Multi-agent orchestration middleware that coordinates between users, AI agents (LLMs), and business systems. It provides intelligent routing, conversation management, and API orchestration for building sophisticated AI-powered applications.
A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.