Developer Tools MCP servers

Trabuco

arianlopezc

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

Helix MCP Server

JoomShaper

MCP server for Helix Ultimate Joomla: layout builder, mega menus, code scaffolding & audits.

Mellos Mapping

GuangminJu

Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.

Zaoqiniaoer

wangjingjing1026uwh-hub

Free self-check list first, or pay a real person in China to go look and report what they saw.

FLOP Independent MCP V2

ninjatrader542

Bounded readonly SHA256 verification with the official MCP SDK. No code execution or model calls.

GitHub CI/CD MCP Server

devstephenke-sys

GitHub CI/CD MCP server with 70 tools for repos, PRs, Actions, deployments, billing, and more.

Standup Mr

Jubstaaa

Standup notes from merge request state, with the failed job's error lines.

Chinaready China Market-Entry Search

chinaready

Read-only search over chinaready.co — China market entry for Western software teams.

Lybrary

vibhu-dixit

Local codebase memory and repository code search for Codex, Claude Code, and MCP coding agents.

Roslyn CodeLens

MarcelRoozekrans

Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

Agent Readiness

alipajand

Deterministic, read-only audits of repo readiness for AI coding agents and of agent context files.

GenPM

GenPM-net

Search, inspect and inject full source modules (code + AI rules + MCP) pinned to a Git commit.

Capsulate

capsulatedev

Real Linux and Windows desktop VMs for AI agents: exec, files, computer-use and snapshots via MCP.

Slop Patterns

pavithralamahewa

Checks UI code for AI-default design patterns and gives the fix. By Precious Studio.

TrustList

eharain

Search TrustList rankings of software, IT services and B2B firms, and cite them. Read-only, no key.

Octri CLI

octridev

Push OpenAPI specs, build SDKs in ten languages, publish API docs, and triage production SDK errors.

Pyjab MCP

gaozhao1989

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Patina Unity MCP

taygunsavas

Control the Unity Editor from MCP hosts through a local Rust server and C# Unity bridge.

Flat Rate Math

scrapertweeter3-prog

Benchmark math for flat-rate software subscriptions against a fully loaded senior hire.

SHIP

letsship

Assign Linear, Jira or GitHub issues to an AI coding agent team that plans, builds, reviews, tests.

Baron

zanaat-dev

Let your coding agent write to your work tracker: issues, branches, PRs and CI, one contract.

Mini Course Generator

minicoursegenerator

Build, publish and track interactive micro-courses, quizzes and learner analytics.

gen-system Understand

hpdkhoa

Parser facts about a codebase: architecture, call graphs, control flow, effects, beliefs

PLwC Personal

mhoedt-ai

Windows x64/Python 3.12 MCPB preview: governed local tools and persistent profiles.