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MCP servers tagged ai-development

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

52
live servers
45
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

Task Orchestrator

jpicklyk

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agen…

★ 209updated 9 hours agoMIT
85
3

juspay/neurolink

juspay

The pipe layer of an AI nervous system — one interface connecting provider neurons to your application, across three inference types: generate, stream, and a calibrated decide (vi…

★ 157updated 11 hours agoMIT
83
4

Claude Prompts

minipuft

MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code,…

★ 188updated yesterdayMIT
80
5

Model Context Protocol Resources

cyanheads

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

★ 292updated a year agoApache-2.0
70
6

Hoofy

HendryAvila

Hoofy — AI development companion MCP server. Persistent memory, spec-driven development, adaptive change pipeline, Clarity Gate. 32 tools, single Go binary, zero deps.

★ 8updated 7 months agoMIT
70
7

Devtools Server

rshade

AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Node.js, testing, linting, Git workflows. Zero-config setup, intelligent caching, extensible…

★ 5updated 7 months agoApache-2.0
65
8

Aider Desk

AI coding agent for software engineers

64
9

Kratos MCP

ceorkm

🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.

★ 37updated 7 months agoMIT
62
10

Prd Taskmaster

Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered task graph, evidence-gated execution.

59
11

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
12

Cursor Vibe Coding Template

jpke

A comprehensive project template for vibe coding in Cursor with pre-configured AI tooling, MCP servers, and intelligent development workflows

★ 12updated a year agoMIT
54
13

Tutorial Complete Guide

CarlosIbCu

Comprehensive guide for building AI tools using Model Context Protocol (MCP). Learn to develop, secure, and deploy production-ready AI integrations.

★ 6updated a year agoMIT
52
14

Claude Modular

Production-ready modular Claude Code framework with 30+ commands, token optimization, and MCP server integration. Achieves 2-10x productivity gains through systematic command or…

52
15

Config Manager

itsocialist

🎛️ The visual command center for AI tool configuration. Stop wrestling with JSON - start managing MCP servers visually across Claude, VS Code, and more.

★ 4updated 10 months ago
51
16

olalonde/mcp-human

olalonde

Human Assistance for AI Assistants

★ 26updated a year ago
46
17

Sugar

Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.

44
18

Storybloq

Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.

44
19

Correctless

The agent that writes the code never reviews it. Spec-driven TDD with agent separation, adversarial QA, and dynamic rigor for Claude Code.

44
20

Cockpit

In-app runtime primitives for AI-driven development workflows.

★ 14
39
21

metalsmith-plugin-server

git+wernerglinka

MCP server for scaffolding and validating high-quality Metalsmith plugins with native methods enforcement

39
22

Trending Claude Skills

Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes

39
23

ClaudePantheon

ClaudePantheon gives you a persistent, always-on Claude Code environment that you can access from any device with a web browser. Unlike running Claude Code locally, your sessions,…

39
24

Spec Workflow

madmatt112

MCP server for spec-driven development workflow with real-time web dashboard (madmatt112 fork of Pimzino/spec-workflow-mcp)

★ 2updated yesterday
37
25

Cntx Ui

Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.

37
26

Loopctl MCP Server

MCP server for loopctl — structural trust for AI development loops

37
27

Next2d Development

MCP server for Next2D application development assistance

37
28

AI Ui

michaelvereb

Lightweight, accessible Astro components for AI reasoning traces, streaming state, and autonomous agent interfaces.

★ 5
34
29

AI Agents Skills

Makiya1202

🧠 Enhance AI agents with a collection of skills for improved coding assistance, enabling efficient and production-ready solutions.

★ 2
34
30

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
31

Systemprompt Marketplace

systempromptio

Claude Code plugin marketplace for the systemprompt.io ecosystem

★ 2
34
32

Project Genesis Framework

Ayiks

The complete AI-assisted project setup system. Works with Claude Code, Cursor, Copilot, Windsurf, and Aide

★ 1updated 7 months ago
34
33

Loopspec

sairajbaman

MCP server + CLI that makes AI coding assistants smarter — persistent memory, drift detection, goal tracking, dependency graphs. Zero API calls. 125 tests. 42 tools.

★ 1
34
34

Universal Agent Toolkit

kiril4ik

Universal toolkit for AI coding agents: skills, rules, MCP servers, safety guardrails and project workflows for Claude Code, Codex, Cursor, Copilot and more.

★ 1
34
35

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
36

Reka Plugin

getreka

Claude Code plugin — RAG-powered AI development with semantic search, project memory, architecture decisions, and coding workflows

★ 1updated a month ago
34
37

Forge Plugin

Forge Plugin: Zero-dependency governance for Claude Code. 21 commands, 22 agents, 29 skills.

34
38

Spec Driven Development Template

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

34
39

Claud Coin

$CLAUDE Decentralized AI-Dev Ecosystem

34
40

Claud Grants

$CLAUD'S Practical Utility Drives Solana to Tech Revolution Leadership Status

34
41

Cntx

File context management tool with web UI and MCP server for AI development workflows - bundle project files for LLM consumption

34
42

AI Dev Toolkit Template

🚀 Complete AI Development Toolkit Template - Add RAG, MCP, and AI assistance to any project in 2 minutes

34
43

Sg AI Dev Tools

Study group resources for AI development tools, focusing on LLMs, GenAI, and Agent architectures including Model Context Protocol (MCP)

34
44

Catalogue MCP

🚀 Universal Catalogue of MCP Servers - Complete directory with documentation, integration examples, and Claude Code support. Built with Archon E1-E16 methodology.

34
45

Wavefoundry

Wave-based development lifecycle and code intelligence framework for AI-assisted engineering. Includes semantic + graph indexing, MCP tool surface, built-in secrets detection with…

34
46

Claude Code Bible

Proven patterns for structuring any project so Claude Code operates at maximum autonomy — CLAUDE.md, skills, hooks, permissions, scripts, memory, MCP, monorepos.

34
47

Hantani MCP Setup

🚀 Chrome DevTools MCPの統合セットアップリポジトリ | Cline, Cursor, Gemini CLI, Genspark, Claude Desktop対応 | 完全日本語ドキュメント

34
48

CreateYouAI

Modular AI Skill repository. Build your own AI like stacking LEGO blocks. 模块化 AI Skill 仓库,像搭积木一样构建你自己的 AI。

34
49

Claude Code AI Company

21-role multi-agent AI software company for Claude Code. CTO, backend, frontend, security, QA, SEO - each role has its own model (Opus 5 / Fable 5), tools and system prompt. Ships…

34
50

Trinitycore MCP

Model Context Protocol server for TrinityCore development

34
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