Developer Tools & Repos MCP Servers for Claude Desktop

An MCP server for junior AI agents to consult senior AI developer mentors

Multi-persona engineering mentor with 64 specialized AI personas orchestrating collaborative guidance, session memory, and git-aware context

MCP server with deterministic tools that standardize the dev workflow from issue to pull request (branch names, conventional commits, PR

MCP server that tracks AI coding session activities and generates human-readable summaries, standups, and reports

MCP server providing ShowFile and ShowDiff tools for VS Code integration with syntax highlighting

MCP server for Siglent SPD series programmable DC power supplies

Simple Prompt MCP Server

MCP server — TypeScript/Prisma code analysis, dependency graph, impact analysis for Claude Code

CLI for skill-loop: inspect, amend, evaluate, and maintain AI coding tool skills

MCP server that searches skills.sh and fetches skill files from GitHub — turn thousands of AI skill files into rich context for your coding

MCP Tool Server – Cross-Platform & Project-Aware Command Runner

A Node.js-based MCP feedback collector - supports AI work reporting and user feedback collection

MCP server for storing, searching, and managing code snippets using AI-powered semantic search and traditional keyword matching. Just ask

A Model Context Protocol (MCP) server for project document management with 32 comprehensive prompts covering the complete software

A directory structure visualization MCP server

MCP server for Apache Spark UI REST API — inspect jobs, stages, SQL executions, executors and more. Supports SOCKS5 proxy for Kubernetes

MCP server for AI-powered IDE to follow spec-driven development

MCP server for AI-powered IDE to follow spec-driven development

A Model Context Protocol (MCP) server that provides structured project specification management capabilities for AI editors through a

AI infrastructure development standards governance tool - MCP service

MCP server for spec development workflows