Developer Tools MCP Servers

Daytona Interpreter

Executes Python code within ephemeral Daytona sandboxes, facilitating tasks such as code execution, file manipulation, and web server previewing.

Sonic Pi

Enables AI assistants to control Sonic Pi programmatically through OSC messages.

Gemini Docs

Retrieves relevant documentation from a knowledge base using the Gemini API for targeted question answering.

Ramp

Enables retrieval and analysis of Ramp data for LLM integration via a Model Context Protocol server.

CrewAI Adapter

Extends CrewAI with Model Context Protocol (MCP) integration for custom agent and tool development.

Code Checker

Enables AI assistants to perform code quality checks, suggest improvements, and automate debugging workflows.

Deep Directory Tree

Visualizes and analyzes directory structures, enabling AI assistants to understand and navigate project structures efficiently.

K8s Pilot

Manage multiple Kubernetes clusters from a centralized control plane.

Express Mcp Handler

Integrates the Model Context Protocol (MCP) into Express applications with lightweight stateful, stateless, and SSE middleware.

PolarDB

Facilitates access to Alibaba Cloud PolarDB clusters, a cloud-native relational database service.

Template

Provides a barebones foundation for building Model Control Protocol (MCP) servers in Swift for macOS applications and command line tools.

SplitMind

Orchestrates a self-spawning team of AI coders to develop software projects using multi-agent coordination and a web-based dashboard.

MCPQL

Facilitates comprehensive SQL Server database operations, analysis, and data manipulation through the Model Context Protocol.

IoWarp

Connects AI agents and large language models with diverse scientific computing resources and datasets via a standardized protocol.

TaskSync

Enables real-time user feedback for AI agents during development, ensuring continuous guidance and efficient iteration.

SSH

Enable natural language control of Ubuntu/Linux servers from your Windows computer via SSH connections using AI assistants.

Local Docs

Provides Claude with seamless, multi-source access to local markdown documentation via the Model Context Protocol.

Affinity

Automate Affinity Photo, Designer, and Publisher applications using natural language commands for efficient creative workflows.

Mnemo

Extends AI assistant memory by leveraging Gemini's context caching to load and query large codebases, documentation, and PDFs.

Argus

Provides AI-powered, zero-trust code reviews with multi-model support, intelligent caching, and multilingual capabilities for various programming languages.