Developer Tools MCP 서버

Repo Stargazer

Enhances the management and exploration of GitHub starred repositories through semantic search and AI agents.

Ollama

Enables seamless integration between local Ollama LLM instances and MCP-compatible applications for advanced task management.

Learning Hour

Generates comprehensive Learning Hour content and interactive whiteboard sessions for technical coaches to foster team technical excellence.

File Edit

Provides comprehensive file system operations for AI models, enabling efficient interaction with codebases and reducing token usage.

GitLab Integration

Integrates with GitLab to provide RESTful API tools for managing users, projects, merge requests, and more.

Masumi

Connects AI clients to the Masumi Network for decentralized agent discovery, hiring, monitoring, and payment.

LibSQL

Interfaces with LibSQL databases, providing schema information and enabling table queries.

Tailscale

Enables Claude to query Tailscale status by running the Tailscale CLI on macOS.

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

Graphiti

Provides an enhanced Model Context Protocol (MCP) server for Graphiti, enabling AI agents to interact with a temporally-aware knowledge graph.

Iac Memory

Provides persistent memory storage for Infrastructure-as-Code (IaC) components, focusing on version tracking and relationship mapping.

Redis

Provides access to Redis database operations through the Model Context Protocol.

Tiangong LCA

Provides a server for the TianGong LCA Model Context Protocol, supporting both STDIO and Streamable HTTP communication methods.

Unity Code

Enables AI agents to compile and test Unity code within the Unity Editor reliably.

Bitrefill

Connects AI agents to the Bitrefill public API, enabling them to search and shop for gift cards, mobile topups, and more.

GigAPI

Provides a seamless interface for connecting GigAPI Timeseries Lake with Claude Desktop and other MCP-compatible clients.

Mitmproxy

Offers a MCP server that manages notes with summarization and addition functionalities.

Shell Server

Executes shell commands via the Model Context Protocol (MCP) enabling safe execution of shell commands by AI agents.

Install

Empowers AI agents to install, configure, and manage Model Context Protocol (MCP) servers with natural language commands.

Diagram Server

Generates, manages, and stores Mermaid diagrams and mind maps from various data formats with automatic persistence.