MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,971 servers in this category.
Turns Claude Code into a gated software factory using a multi-agent loop for planning, building, and verifying code through human-approved gates.
Provides an all-in-one toolkit for AI agents including memory, code search, safe execution, and evaluation via a single installation.
Converts websites into walkable 3D environments that AI agents can navigate to understand site structure and content.
Enables coding agents to build, drive, observe, and diagnose Windows desktop WPF applications through a suite of verifiable engineering tools.
Cleans up developer machine clutter by identifying and reclaiming disk space from build daemons, caches, build outputs, and stale git worktrees.
Acts as a local-first governed gateway that aggregates MCP servers and app connectors into a single endpoint with per-client policies and audit logs.
Provides a unified MCP endpoint for a wide toolchain including GitHub, GitLab, cloud services, browser automation, and multi-agent coordination.
An autonomous agent orchestration OS for Claude Code that uses dual-process cognition and native Agent Teams to manage specialized agent workflows.
Delegates coding tasks from Claude Code to a specialized team of Google Antigravity agents with a web panel and Telegram remote control.
An MCP server and Roblox Studio plugin that enables AI assistants to edit places, run Luau code, drive playtests, and manage assets within Roblox Studio.
$claude mcp add studio-bridge -- npx -y @zrob407/studio-bridge
A CSS animation editor that lets coding agents tune keyframes on a timeline over a real page and write changes back to the project files.
$claude mcp add anni -- npx -y anni-mcp
Provides developer fixes, technical services, and workflow skills through an MCP bridge to resolve technical errors and manage software tasks.
$claude mcp add knownfix-cli -- npx -y knownfix
Allows an AI coding assistant to review software projects against an ethical standard to identify dark patterns, privacy traps, and harmful practices.
$claude mcp add open-ethics-standard -- npx -y open-ethics-standard-mcp
Enables AI clients to perform read-only SQL analytics, monitor dataset health, execute operational playbooks, and generate KPI digests.
Enables AI clients to merge documents, compare files, audit websites, and perform repository release checks via standard MCP tools.
Provides an intelligence layer for AI coding agents with persistent memory, a skill library, and project-specific context management.
Converts CodeChef user profiles into structured JSON to provide LLMs with rating history, activity heat maps, and contest statistics.
Keeps local development servers and build watches alive by auto-restarting crashes and providing an MCP endpoint for AI agents to read errors.
Enables coding agents to surgically harvest upstream code, scaffold hexagonal adapters, and verify component boundaries through a structured six-stage workflow.
Provides Node.js and Python clients to enable persistent AI memory and context sharing across different assistant platforms like ChatGPT, Claude, and Cursor.