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MCP servers tagged spec-driven-development

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

133
live servers
39
avg trust
4.3K
most stars
1

Spec Workflow MCP

Pimzino

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and…

★ 4.3Kupdated 3 months agoGPL-3.0
86
2

Spec Driven Development

formulahendry

Spec-Driven Development MCP Server, not just Vibe Coding

★ 439updated a year agoMIT
77
3

Context Engineering

timothywarner-org

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGra…

★ 27updated 28 days agoMIT
67
4

Gsd 2

A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big…

64
5

Moai Adk

Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 l…

64
6

Gentle AI

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Spec-Driven Development, curated skills, M…

64
7

Cloud MCP Gateway

Cloud MCP gateway for brokering remote MCP clients to local GSD runtimes

62
8

Gentle Shell

Gentleman-Programming

Turn Pi into el Gentleman: a senior-architect development harness with SDD/OpenSpec, subagents, strict TDD evidence, review guardrails, and skill discovery.

★ 932updated 4 days ago
59
9

Gentle Pi

Gentleman-Programming

Turn Pi into el Gentleman: a senior-architect development harness with SDD/OpenSpec, subagents, strict TDD evidence, review guardrails, and skill discovery.

★ 762updated 4 days ago
59
10

Q4 Learning

DanielHashmi

This repository serves as the comprehensive workspace for Quarter 4-5 academic endeavors, encompassing assignments, technical documentation, experimental implementations, and appl…

★ 24updated 17 days ago
59
11

Agtx

Multi-session AI coding terminal manager - autonomously orchestrate Claude, Codex, Gemini, OpenCode, Cursor

59
12

DevoxxGenieIDEAPlugin

DevoxxGenie is a plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio, GPT4All, Jan and Llama.cpp) and Cloud based LLMs to help review, test, explain your project code…

59
13

Ospec

Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works…

59
14

As A Judge

OtherVibes

MCP as a Judge is a behavioral MCP that strengthens AI coding assistants by requiring explicit LLM evaluations

★ 17updated 10 months agoMIT
58
15

Semantic MCP

milkymap

Camada semântica governada exposta a agentes de IA via MCP · o agente escolhe métricas de um vocabulário fechado e nunca escreve SQL · dbt + DuckDB + evals

updated 8 months agoMIT
56
16

mcp

git+codervisor

Lightweight, flexible Spec-Driven Development (SDD) for modern AI-powered development

52
17

Sample Specship

Spec-driven autonomous engineering workflow for AI coding agents: recon → plan → build → validate → ship — with TDD, adversarial validation, and anti-slop quality gates. Packaged…

52
18

Adlc Team Skills

🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams

52
19

Doit

Actual-Outcomes

else it will be sheduled to haunt you forever.

★ 1updated 7 months ago
51
20

Archcore

archcore-ai

Spec-driven development and context engineering for Claude Code, Cursor, Codex, and GitHub Copilot — backed by project context in Git.

★ 64updated 8 days ago
44
21

Spec Gen

Automate the reverse-engineering of your codebase into structured OpenSpec specifications using static analysis and LLM-powered generation to extract business logic, verify archit…

44
22

Okto Pulse

Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP for AI coding agents.

44
23

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
24

Spec Driven Workflow

Lightweight markdown-based workflow for collaborating with AI coding assistants using spec-driven development methodology

44
25

Specky

Agentic Spec-Driven Development — 13 agents, 58 MCP tools, 10-phase enforced pipeline. From meeting transcript to PR in one command. Install via npm install -g specky-sdd@latest

★ 20
39
26

Skills Registry

Self-hostable Model Context Protocol (MCP) server that turns folders of skills & agents into tools any MCP client can discover and run. FastAPI + Next.js, deployable to Hugging Fa…

★ 2
39
27

Specmem

SpecMem: 🧠 Unified Agent Experience and Cognitive Memory for Every Coding Agent

39
28

Docguard

The enforcement tool for Canonical-Driven Development (CDD). Audit, generate, and guard your project documentation. Zero dependencies.

39
29

FylloCode

FylloCode 是一个开源桌面应用,把 Claude Code、Codex 等本地 Coding Agent 接进项目工作流。派任务、审方案、追溯每一次改动,积累下来的规范和结论,换一个 Agent 也能继承。

39
30

Sync Legacy

The agent harness you steer — structured context, automatic staleness gates, and block-by-block review, all bound to your code. Local-first, MCP-native, open source.

39
31

Cladding

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in befor…

39
32

Open Agent Kit

| Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that usually vanish. Intelligence powered memories, context injection, autonomous agents, and…

39
33

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
34

Consort

Consort keeps AI-written code clean and correct: a coordinated ensemble of role agents, spec-first and test-driven, driven by a deterministic state machine against live branches o…

39
35

Spec Tools

Spec-driven toolkit for AI agents — skills, rules & prompts via MCP

37
36

Csdd

MCP server exposing the csdd CLI over stdio (one tool per subcommand).

37
37

Dotdog

CLI tool for structured software specifications. Validate .dog files, compile .dag graphs, query via MCP.

37
38

Refract

One YAML spec → typed Python SDK, CLI, MCP server & tests — generated code byte-identical to hand-written ✨

37
39

Forgetrail

Catalyst-Forge-LLC

ForgeTrail MCP server: a persistent development system for building software with AI agents

37
40

Qflow

Pangu-Immortal

驱动的项目管理 MCP 服务器,50 个工具覆盖任务管理、Spec 驱动开发、多 Agent 协作、自动驾驶引擎|AI-powered project management MCP server — 50 tools for Claude Code / Cursor / Windsurf / Codex. Task tracking, spec-drive…

★ 9updated 6 months ago
34
41

Ce AI

mastepanoski

ce-ai orchestrates distributions of the open-source Compound Engineering Plugin — a suite of specialized skills, roles, and workflow guidelines for AI coding assistants.

★ 5updated 5 days ago
34
42

Php Migration Tool

MarceloDelgadoDev

AI-powered CLI tool to migrate legacy PHP projects to modern versions using MCP, specialized subagents, and Spec-Driven Development.

★ 2
34
43

Agentic Template

greynewell

Starter template for AI-first development. Scaffolds AGENTS.md, CLAUDE.md, CHANGELOG, and README so coding agents like Claude Code, Cursor, and Copilot have the right context from…

★ 2
34
44

Lingbase

keaipiao

灵基 lingbase · 独立开发者用 AI 做应用的项目地基:结构化文档模板 + 看板进度工作流,配套灵计一动 | AI app-dev scaffold: structured docs + kanban workflow

★ 2
34
45

Docs.archcore.ai

archcore-ai

Documentation for Archcore, a git-native context layer for AI coding agents.

★ 2
34
46

Loopplane

norton77930

Spec-first, embeddable agent harness runtime - a control plane for loop-engineered AI agents. Governed tool calls through one gateway, one normalized event stream, durable session…

★ 2
34
47

Blueprint Schema

Archally

A domain-first YAML schema for modeling digital systems as one validated source of truth: domain design, decision records, business rules, governance and architecture. One model t…

★ 2
34
48

Capiko AI

martinhg

CLI + TUI that turns the GitHub Copilot CLI into a senior teammate: installs a curated catalog of skills, custom agents, a teaching persona, cross-session memory, and a native Spe…

★ 2updated a month ago
34
49

Specsgraph Skills

SpecsGraph

Agent Skills for SpecsGraph: turn Claude Code, Cursor, Codex and GitHub Copilot into a domain-modelling partner over the SpecsGraph MCP server.

★ 2updated 6 days ago
34
50

Citadel Sdd

Citadel-Inc

MCP server for the full Spec-Driven Development lifecycle — 20 atomic tools from DRAFT to DONE, for Citadel, Bastion, and public agent workflows.

★ 2updated 4 months ago
34
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