MCP servers

A local-first MCP tool and dashboard for investigating how Codex CLI work consumes tokens, time, tools, allowance, credits and cost, and for spotting caching and thread patterns.

• MCP servers
• Monitoring

A collection of Java MCP servers built with the Quarkus MCP server framework, covering JDBC databases, JVM inspection, the filesystem, JavaFX drawing, Kubernetes, containers and Wolfram Alpha search.

• MCP servers

An MCP server that connects Claude Code, Cursor or Windsurf directly to a running Unity or Godot editor, with hundreds of granular tools, project-aware context, script semantic search and gameplay scaffolders.

• MCP servers

An MCP server that gives an AI assistant visibility into a 1C:Enterprise configuration's metadata so it can generate accurate BSL code, working with local models or cloud AI clients.

• MCP servers

A self-hosted, open-source financial data MCP server that scrapes and serves SEC filings, XBRL financials, 13F holdings, insider and congressional trades and other market data to AI agents over 62 tools.

• MCP servers
• APIs

An MCP server that indexes a documentation set by heading hierarchy and retrieves a single section, heading subtree or ranked search result, instead of loading whole files into an agent's context window.

• MCP servers
• Documentation tools

A zero-dependency Python CLI that manages MCP tools and agent skills for every AI coding agent from one config, cutting the tokens spent on tool and skill discovery by keeping full descriptions on disk instead of in context.

• MCP servers
• CLI tools

The official MCP server for Magic UI, letting an AI editor such as Cursor, Windsurf or Claude search, browse and install Magic UI components from natural-language requests.

• MCP servers
• UI kits

A Model Context Protocol server for MariaDB that lets AI assistants list databases and tables, read schemas, run read-only SQL queries, and create and query vector embedding stores.

• MCP servers
• Databases

An MCP server that exposes the full Zabbix monitoring API as 237 tools, so AI assistants such as Claude, Codex or JetBrains AI can query hosts, check problems and manage templates.

• MCP servers
• Monitoring

An MCP server that gives AI coding agents a persistent, server-enforced work item graph with quality gates, dependency tracking and actor attribution, instead of relying on the model to follow prompted rules.

• MCP servers
• Workflow automation

A self-hosted, single-container dashboard for a home lab and AI rig, showing GPU usage and cost, container and disk health, and uptime across every machine over SSH, with a read-only MCP server for AI agents.

• MCP servers
• Monitoring

A free, open-source Unity Editor package that exposes 288 tools over MCP so AI assistants such as Claude, Cursor or Windsurf can control scenes, GameObjects, builds, Shader Graph, terrain, physics and more.

• MCP servers

An independent, local-first MCP server that connects Claude, Cursor, Codex, and other MCP clients to Adobe Premiere Pro through a local CEP bridge, exposing hundreds of tools for AI-assisted editing, project organization, and export checks.

• MCP servers

An open-source design MCP server and shadcn/ui component registry that gives AI coding agents design tokens, production component code, and accessibility review rules for more than 30 brand-grade design systems such as Linear, Stripe, and Notion.

• MCP servers
• UI kits
• Design tools

An MCP server that gives AI agents Roslyn-powered static analysis and precise code manipulation for C# solutions, generating a project structure map, call graphs, and dependency trees instead of relying on plain text edits.

• MCP servers
• Code quality

A simple, read-only MCP server for NetBox that lets LLM clients query core network-infrastructure objects, object details, and audit-trail change logs, deliberately kept small and easy to fork rather than covering NetBox's full API.

• MCP servers
• Networking

An MIT-licensed MCP server that lets AI assistants like Claude Code, Cursor, and GitHub Copilot operate directly inside a running Unity Editor project, creating scenes, generating scripts, and driving play-mode testing from a single prompt.

• MCP servers
• Testing

A self-hosted MCP server that connects Claude Desktop and other MCP clients to Google Drive, Docs, Sheets, Slides, and Calendar, with 130 tools for file management, rich document editing, sharing, and multi-step workflows under the caller's own Google credentials.

• MCP servers
• APIs

An MCP server that lets an AI agent see and control a real iPhone through macOS iPhone Mirroring, describing on-screen elements with tap coordinates and executing taps, swipes, and typed text through dozens of tools.

• MCP servers

An MCP server with a single runProcess tool that lets an LLM run shell commands or direct executables on the host machine, returning stdout and stderr, with an optional stdin channel for scripts or file creation.

• MCP servers
• CLI tools

An MCP server that gives an AI assistant semantic search across more than 20,000 subreddits with citations to real posts and comments, for competitive analysis, customer discovery, and market research.

• MCP servers

A lightweight, cross-platform MCP server that exposes desktop and Chrome browser automation as standard tools, letting any MCP client control the screen, windows, mouse, keyboard, and Chrome over stdio JSON-RPC.

• MCP servers
• Browser automation

A multi-agent development stack spanning a Python SDK and CLI, a Studio server, and a desktop workspace, with meta-agent orchestration, connections to many LLM providers, an MCP hub, and layered agent memory.

• Agent frameworks
• MCP servers