Developer Tools MCP servers

Structured interviewer for Claude Code — probing questions, decision tracking, evolving checkpoints.

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search latency.

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

Generate daily standup notes from git commits across multiple repositories with AI summaries.

MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.

MCP server for npm package management, security analysis, and compatibility checking

Persistent memory + git snapshots for Claude Code. Never lose context or code.

Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen

AST-based Python refactoring MCP server with safe automated refactorings and rollback

Local DevDocs MCP Server (Developer Docs with project specific context awareness)

MCP server for AI interaction with live Smalltalk images

Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture

AI coding standards that enforce production-grade code with DDD, SOLID, TDD guardrails.

An MCP server that provides [describe what your server does]

MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.

MCP server for the BrainFuck programming language

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

MCP server for AI-assisted PCB design with KiCad 9.x

AI-powered log analysis - parse, search, extract errors across 9+ formats

MCP server providing accessibility criteria from MagentaA11y

MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency).

Deterministic tech stack recommendations, audits, and project estimates. No hallucinations.

LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

Interact with Apple's App Store Connect API

An MCP server that exposes package.json scripts as tools for agents.