The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

Implementation of Podlite markup language

MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault

Fast, flexible, and open tooling for building intelligent workflows with Cypress.

🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documentation context and examples for visualization developers.

MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

The Unofficial and Awesome Home Assistant MCP Server

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

Terminal-first AI assistant for software engineering tasks (inspired by Claude Code v2.0.67)

Custom elements catalog for all kind of projects and frameworks.

Hand Claude a PRD. Get a working feature back. One story per subagent, fresh context every time.

Describe a motion feeling, compare candidates, tune a recipe, and copy the implementation.

🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether you're a developer or not (no API key needed).

A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent review, quality gates, adversarial QA, and replication protocols.

Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

Omnia Vault - the all-in-one project brain: an Obsidian LLM wiki, Graphify code graphs, a living plan that triages new videos against itself, and a Claude Code ⇄ Codex relay. Everything your project knows, in one clonable vault.

A Model Context Protocol server for Excel file manipulation

A Unified MCP Server Management App (MCP Manager).

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance