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This MCP server provides a model-neutral coding runtime for any AI agent, enabling safe execution of code, file management, and Git operations within a confined workspace.

An MCP server that gives AI coding agents efficient access to up-to-date documentation for APIs, services, and libraries.

A local MCP server and CLI providing coding agents with a persistent, Git-versioned map of the entire codebase for long-term context.

A secure MCP runtime that enables AI agents to operate local machines, remote servers, and containers with multi-device orchestration.

This resource provides battle-tested configurations, plugins, and hooks for Claude Code, OpenAI Codex, and Cursor agents.

This plugin equips AI agents like Claude Code with deep cloud engineering skills across 18 core AWS services.

This desktop MCP client allows AI agents to orchestrate and integrate various LLM APIs from different vendors.

CloudBase AI Toolkit provides a backend integration layer for AI coding agents, offering database, authentication, serverless functions, storage, and deployment capabilities via Plugins, Skills, and MCP.

Provides an MCP server and specialized skills to let AI agents write, run, and debug MATLAB code for engineering and scientific workflows.

This MCP server enables AI agents to connect and interact with MongoDB databases and MongoDB Atlas Clusters, offering both direct marketplace plugins and local server setup options.

AgentRQ is a self-hosted, human-in-loop task manager for AI agents that uses MCP to enable real-time collaboration and task delegation via visual boards and workflows.

MassGen is an open-source multi-agent scaling system that allows AI agents to collaborate, reason, and iteratively refine complex tasks, installable as a skill for various coding agents.

This repository provides engineering practices, design patterns, and reusable agent components for transforming Claude Code into a robust, manageable, and repeatable engineering system.

A ranked list of AI agent harnesses, frameworks, and learning resources, with an MCP server to allow agents to query and recommend harnesses.

An autonomous coding agent that transforms tasks or GitHub issues into verified pull requests with signed receipts.

Provides a lightweight long-term memory framework for LLM agents, offering structured organization and adaptive retrieval of conversational and action-aware memory.

Provides AI agents with secure, real-time access to Atlassian products like Jira, Confluence, and Bitbucket through an MCP server.

An open-source, self-hosted terminal AI assistant and Python framework, similar to Claude Code, offering tool-calling, sandboxed execution, and MCP support for building custom agents.

An AI skill and MCP toolkit for agent-driven desktop CAD automation, enabling AI agents to control SolidWorks and verify execution results.

A No-Code FinOps automation platform with an MCP server that helps organizations reduce cloud costs and streamline financial operations.

This SQL-based framework allows AI agents to query, provision, and operate Cloud, SaaS, API, and MCP resources using standard SQL commands.

This is a curated, community-driven list of Model Context Protocol (MCP) servers, tools, frameworks, and clients for AI agents.

An official plugin marketplace providing skills, agents, and commands for Power Platform development for GitHub Copilot and Claude Code.

This package provides a collection of Claude Code skills for full-stack development, including web app scaffolding, UI design, and deployment automation.