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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.
Awesome Agentic Engineering
Opinionated guide to AI coding agents, workflows, MCP, verification, and safe execution.
LLM Playground
LLM Playground - Demo Solution
Routine Templates
Production-grade prompt templates for Claude Code Routines. 5 recipes using Burn, GitHub, Slack MCP connectors — copy, paste, schedule.
Global Design Skill
Portable design system skill for Claude Code, Cursor, Codex, ChatGPT, Windsurf, and Copilot — with MCP server and self-learning SEDI engine.
Prompt Catalog
An open-source, community-driven library of structured prompts and guardrails for AI-assisted software development — from requirements to production.
Narens Claude Toolkit
Naren's Claude toolkit: skills, mods and MCP servers for Claude Code. One-command install via plugin marketplace.
Gemini Search MCP
Free AI Web Search & Grounding for VS Code. Open-source Perplexity alternative powered by Gemini, Google Search, and Deep Page Analysis (MCP Server).
Awesome Agentic Engineering
Opinionated guide to AI coding agents, workflows, MCP, verification, and safe execution.
Context Engine
Universal context orchestrator for AI coding agents. Manage skills, memory, and rules across Claude Code, Cursor, Copilot, Windsurf, Gemini, Codex, Cline, and 15 more tools from o…
Claude Workspace
🧠 Production-ready Claude Code workspace — 13 skills, 8 agents, 11 slash commands & 10 hooks for React/TypeScript frontend teams. One-command install.
Anchor
The memory layer for your AI agents — remote MCP server with semantic memory, agent keys, and a web dashboard
Agentforge MCP
MCP server for AgentForge — turn rough requests into tool-tuned, quality-checked prompts for AI coding agents.
Context Pack
Task-specific repo context bundler for Claude Code & OpenAI Codex
Claude Code Source Analysis
Claude Code 源码分析 | 可视化架构解读 1884 TS 512K+ 行 18 模块 | MCP Agent 工具调度 权限 反蒸馏 上下文管理 | 垂直 Agent 设计指南
Claude Code Playbook
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…
Bookofspells
📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
DB Coder
Autonomous AI coding agent — scan, plan, execute, review & self-evolve. Powered by Claude Opus + Codex with dual review, meta-prompt reflection, and MCP plugin integration.
DeeplyAgentic
Building smart, scalable AI agent systems. Harness AI. Reclaim Time. Amplify Impact.
LLMmempipe
Compile noisy LLM exports (ChatGPT, Claude, Gemini) into token-efficient JSONL + Markdown for Claude Code, Projects, and agent runtimes.
Shopaholic Skill
AI购物向导Skill - Shopping decision skill for AI Agents
Stackbrief
StackBrief is an open-source, local-first CLI for understanding a repository before changing it. It turns source code, imports, routes, services, databases, and external APIs into…
Claude Certified Architect Foundations Prep
Open study kit for Anthropic's Claude Certified Architect – Foundations (CCAR-F) exam: domain-by-domain guide, 28-day plan, cheat sheets, flashcards, and a free interactive practi…
Cluide
A complete framework for building, maintaining and improving AI assistants with Claude — guides, runnable setup tasks, installable skills, and copy-paste templates.
Eyd V
🇮🇩 Ekosistem Pengetahuan, Dataset Terstruktur, AI Agent Skill & Linter Ejaan Bahasa Indonesia yang Disempurnakan (EYD Edisi Kelima) resmi Kemendikdasmen RI.
Ensoul
Give your AI a soul — open-source identity, memory & deliberation framework for AI employees. 40 MCP tools · 16 memory modules · 9 deliberation modes. 给你的 AI 赋予灵魂。
Claude Work Sample
Agentes de IA en produccion: conector MCP con siete herramientas, function calling, orquestacion multi-modelo (Opus/Sonnet/Haiku/Fable), diseno de prompts y gobernanza. Un problem…
Tinm
Cross-session memory for Claude Code — stop re-pasting yesterday's context.
AI Skill Create
AI Skill Create: toolkit for creating, validating, testing, and packaging reusable AI agent skills and Codex skills.
AI Plugin Gatekeeper
🛡️ Stop AI agents from burning tokens. AI 插件调用逻辑门控协议。
Wuji Legion Codex
无极军团 3.0：面向 Codex 的智能工作中枢。以自然语言组织 Skill、插件与 MCP，保留白帽判断、有界执行与证据驱动进化。公开开发中。
Skillry
Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, wi…
Skillbuilder
SINGULARITY FORGE builds and upgrades Claude Code skills for web and mobile with a 70-gate quality matrix, auto-heal, and research-first workflows.
Agent Handoff Skill
A cross-tool handoff skill for Claude Code and Codex CLI: generates context handoff docs, updates STATUS.md, snapshots commits, and prints next-session prompts.
Hermes Rubric
Evidence-first LLM-as-judge scoring for AI artifacts — papers, PRs, prompts, cold emails: synthesizes a rubric, collects quoted-evidence citations, scores only against that eviden…
Rahul Chaube Skills
The most comprehensive open-source AI skills library for LLMs, AI agents, prompt engineering, deep research, and production AI systems.
Hiapi Video Prompt Generator Skill
HiAPI Video Prompt Generator skill — turn briefs, links, and research topics into directed video prompts for Seedance 2.0 and HappyHorse 1.0. For Claude Code, Codex, OpenClaw, and…
Common Sense Skill
One file. 9 questions. Stops AI agents from doing the obviously-wrong thing. MIT. Works with Claude Code, Codex, Cursor, OpenClaw.
Promptograph
Browse, diff, validate & generate AI system prompts (20,475 prompts from 55 repos) + FastMCP Server with 226 curated agent skills
You.md
Stop reintroducing yourself to AI. An open protocol for portable user preferences and context across Claude, Cursor, Windsurf, Codex, Gemini and any AGENTS.md agent. MCP server +…
Undercover
Undercover mode for AI agents — strips AI signatures from code and commits before pushing to open-source
Skynetlabs All Claude Code
44 production-grade Claude Code skills from a real one-person AI agency - reels and video, SEO/AEO content engines, client delivery, code review, n8n automation, proposals, token…
Claude Code Quant Skills
Claude Code skills, slash commands, and hooks tuned for quant research, backtesting, and crypto trading workflows.
Claude Certified Architect Es
Preparación en español para las certificaciones Claude Certified Architect de Anthropic: Foundations (CCAR-F) y Professional (CCAR-P). 163 preguntas originales, guías de razonamie…
Grandpa
Grandpa makes AI coding agents work smarter, not harder. Zero-bloat architecture, 8 skills, CLI scanner, and benchmark harness for 25+ AI agents.
Skillstate
O(1) prompt footprint for long-horizon agents. The SKILL.state paper (arXiv:2608.26263) reimplemented — eq. 8 reproduces exactly, 82.5x at 60 files. 100% coverage.
Bob Scripts Gregorys Awesome Teams
Project kit for prompt, context and harness engineering. Run the Setup Prompt that will turn your project directory into one the IBM Bob harness already knows how to work in using…
Torana Edge
Hook into every step of your AI coding agent: Claude Code, Codex, Gemini or any other. A programmable local proxy: rewrite requests, swap models, transform streams and tool output…
Mawyxx Prime
MAWYXX PRIME — The Ultimate AI Architecture Constitution & System Prompt for Cursor, Windsurf, and Copilot. Zero-Trust AI coding standard for production-grade AI agents.
My Team AI Config Hub
A collaborative hub for AI teams to manage, version, and share configuration assets. Create channels, review changes through pull requests, track activity, and keep your team's pr…
Caliber Suite
Open-source MLflow plugin for AI agents and agentic workflows: prompts, tools, skills, MCP servers, RAG knowledge bases, evaluation, deployment, observability, and Aria copilot.