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MCP servers tagged spec-driven-development

148 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.

148
live servers
38
avg trust
4.3K
most stars
51

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
52

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
53

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
54

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
55

Spec Workflow MCP

sana3419

Claude-led collaborative development framework: Claude Code plans, implements, reviews, and verifies; OpenAI Codex is an optional engine for offloaded coding tasks. Spec-driven, w…

★ 2updated a month ago
34
56

Context Forge

glowElephant

Auto harness engineering meta-repo: discuss → curate → bootstrap a context-engineered project for Claude Code, Cursor, Copilot, and other AI coding agents.

★ 2updated 5 days ago
34
57

GGSD

jaeebz

Gemini Get Shit Done - Spec-driven development workflow. Adapted from glittercowboy/get-shit-done for Google's Gemini API.

★ 1
34
58

Frameloop

Alan-Lucena

AE-for-AI: Claude watches videos and replicates them as Remotion code. MCP + web UI + motion profile pipeline.

★ 1
34
59

Vibe Driven Dev

OpenOps-Studio

Agent-first framework for safe vibe coding. Turn messy product ideas into structured plans, bootstrap files, stack decisions, AI model choices, and handoff-ready workflows for cod…

★ 1
34
60

AI Native Capabilities

rrodenas3

Spec-first agentic AI capability patterns for decision intelligence, commerce, engineering, supply chain, and compliance

★ 1
34
61

Metapowers

bromso

A Claude Code plugin that adds an agentic skills framework, with MCP's and a meta prompting processes. Inspired by "Superpowers" & "Figma Console MCP", but not just for developmen…

★ 1updated 5 months ago
34
62

Autoproduct Design

melodygaoyifan

Design docs for a full-lifecycle multi-agent software development system: opportunity sensing → market → PRD → spec → coding → review → test → deploy → evidence → kill decisions.…

★ 1updated 2 months ago
34
63

OpenSddRag

jjefersonad

MCP server with persistent semantic memory and a structured workflow for disciplined software development.

★ 1updated 3 months ago
34
64

Sequant

sequant-io

AI coding agent orchestrator — resolve GitHub issues end-to-end with isolated git worktrees, quality gates, and an MCP server. Works with Claude Code or Aider.

★ 1updated 16 days ago
34
65

Asandberg Harness

syndberg

Spec-driven + eval-driven development harness for Claude Code, with Cognee KG+RAG memory. Grafts into your existing ~/.claude/ without overwriting.

★ 1
34
66

Agentic Workflow Kit

aryeko

Tracker-driven, spec-first delivery for any repo — a Claude Code & Codex plugin plus an optional autonomous orchestrator. PR/merge policy is declarative config.

★ 1updated 4 months ago
34
67

Portfolio V2

Murad-Hasil

AI-native developer portfolio — RAG chatbot, AI agents, full-stack apps. FastAPI + Next.js, built spec-first with Claude Code.

★ 1
34
68

Specanchor

qorpe

Spec-anchored legacy modernization for regulated industries — source-referenced rule extraction, characterization testing, parity guarantees, and deterministic CI gates. Sits besi…

★ 1updated a month ago
34
69

Mathema

tetrionlabs

Claim-Driven Development: turn software intent into verifiable evidence.

★ 1updated 9 days ago
34
70

AI Project Factory Kernel

kakakak241

Meta-kernel for generating release-candidate projects with AI — stopping criteria, live discovery, vendor provenance, multi-IDE.

★ 1
34
71

Website Forge

AXIOVEX

Hand this to your AI: a spec-first toolkit for building & running a small-business website on GitHub + Cloudflare Pages — staging to review to production, SEO/AEO near 100, screen…

★ 1
34
72

Knowledge Inbox Zero

alazaroc

Aggressively reduce your reading backlog. Paste a pile of URLs and get the small subset that deserves your attention — with a per-document explanation of what's new and why it mat…

★ 1updated 12 days ago
34
73

PreviewForgeForClaudeCode

Two-Weeks-Team

PreviewDD → SpecDD → TestDD for Claude Code: 144 Opus 4.7 agents turn one-line ideas into gallery-first, frozen full-stack apps.

★ 1updated 2 months ago
34
74

Spec Driven Development

harshjaiswal556

Specification-Driven Development (SDD) framework for scalable software delivery. Uses Markdown as the specification source of truth, JIRA for work and traceability, Git for versio…

★ 1updated a month ago
34
75

Agent Atlas

Model your agentic system. See the one that's actually running.

34
76

Spec Driven Development Template

Operational SDD framework with AI guidance, GitHub Spec Kit workflows, and MCP support.

34
77

Robolearn

Book + RAG ChatAgent + SSO + Compunding RI Intelligence built in 2 days. Robolearn is what AI-driven development with Spec-Driven methodology and Reusable Intelligence makes possi…

34
78

Hackathon 0

🤖 Personal AI Employee - All 4 Tiers Complete (Bronze/Silver/Gold/Platinum) + Premium Dashboard. Odoo ERP, social media automation, CEO briefings, cloud-local architecture. Python…

34
79

Curdx Flow

Spec-driven development for Claude Code — turns vague feature requests into research, requirements, design, tasks, then executes them autonomously.

34
80

Cc Marketplace

Claude Code plugins for spec-driven development workflows: SPECLAN integration, BMAD-METHOD interop, and SDD automation skills.

34
81

Spec Sync

📐 Bidirectional spec-to-code drift detection. Rust CLI and MCP server that catches undocumented exports and vanished symbols in CI.

34
82

Prospec

Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copilot, Codex. Slash-command Skills + structured AI Knowledge + MCP server; Progressive Disc…

34
83

OpenPraxis

Superseded by SuperX (github.com/k8nstantin/superx) — kept public as prior art. Spec-driven platform for autonomous coding agents: products → manifests → task DAGs, agents in isol…

34
84

Spec Editor

Drop requirements docs → AI agents debate → structured specs with @implements in 7 languages.

34
85

Mk Spec Master

AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / Markdown / Figma) to tests, with bidirectional traceability and a spec-quality coach. Sibling to mk-q…

34
86

AI Specs

📁 Streamline AI development with comprehensive rules and configurations for consistent, high-quality coding across multiple AI copilots.

34
87

Speckit Autopilot

MCP server that runs the Speckit spec-driven workflow end to end, no interruptions

34
88

Speclaw

A self-contained suite that turns any repo into a spec-driven, agent-ready codebase for AI coding agents: a constitution generated from your code, a local code graph (Compass) tha…

34
89

LogicSpec

YAML DSL for designing application feature logic — validate it, visualize it (VS Code canvas, Mermaid, Obsidian), and let AI agents read and write it via MCP

34
90

Specdrive

Spec-driven development, enforced. An MCP server + Mac app that forces AI coding agents through specs, scenarios, proof-gated tasks and independent review — because prompts get fo…

34
91

Saferx Companion

Medication safety concierge agent — ADK 2.0 workflow graph, custom openFDA MCP server, PII redaction, and HITL caregiver approval gate

34
92

MegaResearcher

Research-team-swarm plugin for Claude Code. Spec-driven workflows: gap-finding, novel hypothesis generation with falsification criteria, adversarial red-team critique. Bundles HF/…

34
93

Averos

Deterministic execution & evolution layer between AI intent and production software — turning structured intent into reviewable, reproducible code. 🔥

34
94

Merkle

Local-first MCP vault for Claude Code — LLMs hold opaque handles, operators approve every reveal, every access leaves a BLAKE3 hash. Rust 2024 / DDD + Hexagonal.

34
95

Okto Pulse Core

Transport-neutral domain engine for Okto Pulse: governed SDLC workflows, knowledge graph contracts, and 281 MCP tools.

34
96

Radiant Harness

Spec-Driven Development with local-first AI agents — Light binary (no HTTP LLM, MCP-only).

34
97

Korva

The OS for AI-driven engineering teams. Persistent memory + architecture guardrails + curated knowledge scrolls for Claude Code, Cursor, GitHub Copilot, OpenCode, VS Code MCP, Cod…

34
98

AI Study Plan Recommender

Built during Google's AI Agents Intensive. A Gemini-powered study planner featuring agent workflows, adaptive learning, MCP concepts, and continuous evaluation.

34
99

SDDTraining

Hands-on training lab for Spec-Driven Development (SDD): driving AI coding assistants from specs to working code — MCP servers, RAG, React apps.

34
100

Speclan Essentials

Companion tools and reference patterns for SPECLAN, the VS Code extension for spec-driven development with hierarchical Goal/Feature/Requirement specs as Markdown files in Git.

34
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