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MCP servers tagged prompt-engineering
663 live MCP servers tagged "prompt-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with prompt-engineering.
AI Context Hierarchy
Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap. Stop re-explaining your codebase every session. Works with Claude Code, Cursor, Codex, Gemi…
AI Agents Crash Course
Free 42-page AI agents crash course v5.0 — 5 days, 3 learning paths, 6 playable games, 13 Anthropic Academy courses, interactive quizzes, XP gamification. From zero to multi-agent…
Darwin Agents
AI agents that improve themselves. Self-evolving prompts via A/B testing, multi-model critics, and safety gates. TypeScript. Zero config.
Vococo
支持cc和gpt等订阅的个人 AI 助理 — 语音实时通话派活、任务管理、定时任务、三档安全闸、多供应商热切换
Fablesecondbrain
Public, source-cited Fable 5, Mythos, Claude Code, and agent-operations second brain. Not affiliated with Anthropic.
LLM PromptEngineering Agents
ChatGPT, related application + prompt engineering list
Ochat
Text-first toolkit for building reproducible, composable LLM workflows as plain files in OCaml.
Awesome Agent Conventions
A curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.
Agentic Product Standard
The canonical standard for building production-grade agentic products — autonomy ladder, composition patterns, the 8-layer harness, eval discipline — plus a Claude Code skill set…
Context Engineering Bootcamp
Context Engineering for LLMs: structured notes on RAG, system prompts, MCP, Agents, and Memory Management — compiled from multiple expert sources.
Awesome Claude Shortcuts
Top 50 Claude shortcut hacks for faster prompts 🌟 Star if you like it! 🌟
Design Guard
Stitch Forge — CLI framework for automating web design with Google Stitch MCP
Openapi Generic SDK
🐙 A fully-featured and well-defined generic API client to interact with @Openapi®
Vibe Tuning
Stop fixing the same AI mistake twice. Methodology + Claude Code skill that turns wrong AI results into permanent improvements.
1ai Skills
1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, SEO, trading, marketing, automation, devops, content, financial. Auto-evolve, auto-learn,…
Claude Code Antiregression Setup
Stop Claude Code from breaking your projects. Ready-to-use CLAUDE.md templates, subagents, hooks, and anti-regression configs.
Kiro Config
Multi-agent Kiro CLI configuration with an orchestrator-and-specialists pattern, 10+ curated skills, a self-learning knowledge pipeline, and 3-layer security (hooks, denied paths,…
Sunkit
SunflowersLwtech's toolbox: Claude Code skills, agents, commands, and MCP servers in one plugin marketplace
Trae Agent Enhancements
Trae AI Agent 增强框架 — 34 个技能 + 8 条规则 + 双轨记忆。稳定、专业、中文优先。
AI Agent Handbook
中文 AI Agent 实战手册 | Chinese AI Agent Handbook - 从零基础到全栈开发，最通俗易懂的 Agent 教程（双语 Bilingual）
Odin Claude Plugin
Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodology, AST-based editing, atomic commits.
Investor Harness
Open prompt stack for public-market research. Cross-harness skill suite (Claude Code / Codex / OpenCode) for secondary-market investment research with 13 skills, adapters, and ana…
UniOpsQC
RoundTable Framework For Claude Code — A structured multi-team AI governance framework
Skillsmith
An agent with subskills that audits, optimizes, tests, and self-heals agentic skills and prompt-based tools (Claude SKILL.md + Agent SDK / MCP).
Hermes Prime
Drift-prevention session-init convention card for fresh Claude Code sessions. Injects a self-contained card so a new session opens with its grounding triggers, calibration rules,…
Setup Tool
setup-tool — Agent 工具安装管家（Claude Code 为主，支持 SKILL.md 的 agent CLI 通用）：确认身份 → 体系比较 → 路由安装 → 实测验证 → 生成 Word 说明书。支持 skill / plugin / MCP / CLI / binary / 桌面 app 5+1 类，先确认再装、先比较再装、装完必验。
Fluently MCP Server
MCP server for the Fluently framework. Exposes knowledge retrieval and contribution tools so any AI agent (Claude, GPT, Gemini, Mistral, Copilot…) can find, reason over, and exten…
Lorg MCP Server
Lorg MCP server — connects Claude Desktop and other MCP-compatible AI clients to the Lorg knowledge archive
Dare CLI
DARE Framework - CLI, GraphRAG engine, MCP server and shared types in a single package
Metago Lifeform
MetaGO Agent Harness（智能体运行时控制层套件 · 驭智层）— 智能体运行时控制层，让智能体从工具升级为守规矩、会进化、可追溯、能闭环的生命体。39 技能 · 53 MCP tools · 8 公理 · Engine V2（KMWI 四层记忆 + 元进化五阶段 + 技能智能生成）· 决策锁四道关卡 · 全链路溯源。支持 7 大 AI 编程…
MCP
Portable Model Context Protocol tool sources for Crux.
Titration
Let your coding agent fix a prompt until it actually works, and prove it did. A self-hosted MCP server: cross-vendor judges, frozen baselines and memory.
XuebinMa/AIWiki
mcp`
Skill Olympus
Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claude Code + Codex CLI + Gemini CLI. Cross-CLI persistent memory, zero-interaction full pipel…
Semantic SEO Writer AI Agent
71 research-backed Semantic SEO rules packaged as an AI agent skill — works with Copilot, Claude, Gemini, and Cursor. Includes companion prompts and Ubersuggest MCP integration.
CookieGli
🍪 High-density codebase genome compressor (≤600 tokens) & Bayesian Darwinian memory evolution for autonomous AI agents.
Claude Best Practices
A living knowledge base of Claude, Claude Code, skills, MCP, and agentic workflow best practices collected from practitioners and kept updated.
Skill Registry
Agent Skills registry for OpenHuman — index.json catalog of installable SKILL.md skills
Design Skills
Design skills prompt library for getting better, more tasteful outputs with Claude + Figma MCP across major categories.
Agent Personalizer
One interview writes a profile and rule files every AI you use reads: CLAUDE.md, AGENTS.md, GEMINI.md and ChatGPT, kept in sync from one source.
Bearing
An intel layer for AI coding agents that assumes its own rules might be wrong — and keeps the evidence. Authoritative north-stars the agent must cite, a task-core written before c…
Everything Skills
A curated, cross-referenced encyclopedia of 1100+ open-source agent skills (native languages kept) and 1600+ indexed skill repos. Install as a Claude Code marketplace plugin.
Agent Skills
Agent Skills - 59 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, commit-lint, coverage-analyzer, api-contract-…
Agent Skills Collection
204+ curated agent skills across 15 dev workflow categories. Multi-tool ready (Claude Code, Codex). Bilingual EN/CN. Sourced from 17 official + community repos.
Alex Skill Mall
Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored discovery index across 3,862 plugins in 42 stores. Start with Alex ACT Core.
Claude Guide
A beginner-friendly guide to actually using Claude Chat, Claude Code, skills, subagents, and real project workflows.
Skillweave
Multi-agent AI skill orchestration — 15 skills, 7 lifecycle phases, from idea to post-release. Works with Claude Code, Codex, Gemini CLI, Cursor, Windsurf, OpenCode, and any agent…
Superpowers Zh
Translate and adapt Superpowers for Chinese AI coding tools, with 20 skills and 6 China-specific workflows for better planning, coding, and debugging
Seedance 2 AI
🎥 Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
Brain
Local-first MCP server that tells coding agents which files to read, and how sure it is. 97% Hit@10 on Java (SWE-bench Multilingual), 89% on Python (SWE-bench Lite), zero LLM cost…