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MCP servers tagged software-engineering

98 live MCP servers tagged "software-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with software-engineering.

98
live servers
38
avg trust
506
most stars
1

Agentic Design Patterns

29 essential agentic design patterns for building intelligent AI systems

★ 125
64
2

Trae Agent

Trae Agent is an LLM-based agent for general purpose software engineering tasks.

64
3

AI Devkit

Make AI coding agents follow a repeatable engineering workflow with planning, memory, verification, skills, and review. One config. All agents. Same workflow.

64
4

Opencode Swarm

ZaxbyHub

Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review.

★ 506updated 5 hours agoMIT
59
5

Software Engineering In Arabic

محتوى تقني متميز في مختلف مجالات هندسة البرمجيات عن طريق تبسيط المفاهيم البرمجية المعقدة بشكل سلس وباستخدام صور توضيحية مذهلة

59
6

AI Development Patterns

A comprehensive collection of AI development patterns for building software with AI assistance, organized by implementation maturity and development lifecycle phases. Includes Fou…

59
7

Opencode Swarm

Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review.

★ 495
52
8

Agentic AI

mahmoudrabie

Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.

★ 161updated yesterdayMIT
52
9

Gemini Flow

rUv's Claude-Flow, translated to the new Gemini CLI; transforming it into an autonomous AI development team.

52
10

Devtools Debugger MCP

🔍 Debug Node.js applications easily with this MCP server, enabling AI assistance for breakpoints, variable inspection, and runtime analysis using Chrome DevTools.

52
11

Software Architect Mindmap

🧠Mindmap of 🗺️Software Architecture, Software engineering: An Overview of Software Terminologies and Concepts.

52
12

Omk

Evidence-gated runner for Codex, Claude Code, OpenCode, and local coding agents. Routes tasks into scoped DAG lanes with replayable artifacts.

52
13

Alfred Dev

Tu equipo de desarrolladores en un plugin. 10 agentes, 11 skills planas, 18 comandos /alfred-dev:*. Memoria persistente, quality gates con evidencia y MCP local.

52
14

ArgusAgent

microsoft

A persistent, reviewed multi-agent runtime for long-horizon research and engineering.

★ 140updated 2 days ago
44
15

Toolmaker Agent

phcp-tech

Toolmaker Agent is an Agentic AI SDLC platform — humans and agents collaborate on the same structured data model.

★ 87
44
16

SoftJL

guolola

Self-hosted AI workspace for software engineering capstone and course projects. Generate UML models, system designs, test cases and editable DOC specifications from requirements.…

★ 61updated 18 hours agoApache-2.0
44
17

Toolmaker Docs

Toolmaker is a lightweight software development life cycle management platform with AI-augmented.

44
18

Template Agenticide Vibecoding

🤖 Claude Code定制化研发流程系统 - 基于Spec-Driven和Test-Driven的AI智能体团队协作框架。构建AI优先的软件开发新范式,让AI智能体团队替代传统人类开发团队。

44
19

Seeder

Your personal project manager: kanban tasks, client requests, a public client board, and a built-in MCP server — open source and self-hosted on Cloudflare Workers.

44
20

Doctrine

aethrox

Software engineering discipline grounded in named primary standards (OWASP, ITIL, IETF RFCs, ISO, BABOK, SBAR, and more), shipped as a Claude Code plugin and an MCP server.

★ 18
39
21

Agentdock MCP Harness

gabyic

Use your ChatGPT or Claude Web quota for remote coding without a second server-side API token meter

★ 15updated 26 days ago
39
22

Awesome AI Coding Tools

mahmoudsajjadi

Awesome AI Coding Tools (2026): Curated 3-tier taxonomy of coding assistants, CLI agents, local LLMs, MCP servers, and benchmarks

★ 14updated 12 hours ago
39
23

Aether Agent

A coding agent that lives in your terminal. Local Ollama first, or hosted models through the Aether AI fleet.

★ 13
39
24

Knowledge Space

Curated technical knowledge base: 851+ dense reference articles across 26 domains. Agent-first format with wiki-links, gotchas, runnable code. Not tutorials — verified references…

39
25

Fast Asdlc

Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for sel…

39
26

Software Architecture Tools

List of tools that help create documents, diagrams and another things about software architecture (free or partial free)

39
27

AgentSimulator

Aprendendo como agentes de IA funcionam de verdade.

39
28

Rust Porting Playbook

An extensive agent playbook for automated porting of Python to Rust

39
29

Autopilot

Set the destination. It flies the plane. Autopilot is an open-source AI software-engineering platform: multi-agent orchestration, sandboxed execution, MCP browser, and a replayabl…

39
30

Dare CLI

DARE Framework - CLI, GraphRAG engine, MCP server and shared types in a single package

37
31

XuebinMa/AIWiki

XuebinMa

mcp`

★ 8updated a month ago
34
32

Agentkavor Community

digows

Community, releases, and Building Kavor: a local-first visual workspace for orchestrating coding agents and durable engineering context.

★ 5updated yesterday
34
33

Antigravity Agents Core

rafaelghif

Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agent orchestration, epistemic grounding, 9 strict verification gates, AST blast radius analy…

★ 5updated 23 days ago
34
34

Claude Code Playbook

konstantinos-malavazos

A stack-agnostic blueprint for running Claude Code as an engineering teammate on a Jira/agile workflow — semantic code navigation, durable memory, and multi-agent flows behind sla…

★ 2
34
35

Claw Squad

shidu110

Multi-Agent AI Worker Orchestration Framework - Coordinate Claude Code, Codex, Gemini CLI for complex software engineering tasks with tmux visualization

★ 2
34
36

K Playbook

kascada

A project-local toolbox for AI coding assistants: slash commands, persistent project knowledge, MCP integration, code reviews, security scans, and auditable task workflows for Cla…

★ 2updated 8 days ago
34
37

Maelyclaw

maelyai

Opinionated autonomous software engineering runtime with operator messaging, scheduling, and multi-provider agents

★ 2updated 6 months ago
34
38

AI Engineering Operating System

vaibhav07772

Autonomous AI engineering platform that transforms natural-language requirements into architecture, code, testing, security review, DevOps plans, SRE validation, and automated rec…

★ 2
34
39

AI Software Engineering Platform

guolola

An AI-assisted modeling platform for software engineering education, labs, and prototyping. It turns natural-language requirements into traceable UML models, software designs, run…

★ 2
34
40

Muggle AI Teams

multiplex-ai

AI workflow for Claude Code — describe what you want, get production-grade results. Code, content, design, planning. Built by MuggleTest.

★ 2
34
41

AI Toolkit

michaelalber

Production-ready AI coding skills and agents for Claude Code, OpenCode, and Pi. Covers TDD, .NET, Python, Rust, edge AI, and more.

★ 2updated 4 days ago
34
42

Open Swe

kembang7020

Build an open-source internal coding agent framework for teams to automate software development with LangGraph and deep agent workflows

★ 1
34
43

Agent Pipeline

keskin

A human-controlled workflow pattern for using AI agents in real software delivery. Concept package preparing for MCP server release.

★ 1
34
44

Everything Agentic Engineering

Gaurav890

A production-grade operating system for shipping software with AI coding agents: durable context, product design, skills, MCPs, orchestration, security gates, evidence, and GitHub…

★ 1updated 2 months ago
34
45

Skillwire

ygmrs

Resolves repository-native commands for AI coding agents with provenance, overrides, and CI drift detection.

★ 1updated 2 months ago
34
46

Repo Dna

openrise-hub

An MCP server that reverse-engineers repository culture and workflows into actionable agent skills.

★ 1
34
47

Codex Python Engineering Harness

brunovicco

Codex-native Python engineering harness with profile-driven scaffolding, deterministic quality gates, secure hooks, MCP governance, and audit-ready AI governance controls.

★ 1updated 2 months ago
34
48

Agentic Dev Env Kit

j-a-y-e-s-h

Open-source starter kit for agentic AI development. Includes Docker-based dev environment, MCP servers, local and cloud LLM support, VS Code Dev Containers, automation scripts, an…

★ 1updated 4 months ago
34
49

Codex Multi Agents Loop

devTech-zhang

Codex-native multi-agent engineering loop for software projects: structured evaluation, bounded iterations, SQLite state, artifacts, and project memory.

★ 1
34
50

StoryForge Agent

ArchanaChetan07

Plan → search → revise thin results → brief → HITL → shoot-ready script. | S, t, r, e | Tracked repository files: 22; Python modules: 17

★ 1
34
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