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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.
Bernhard Zechmann Skills
Modular AI agent skills used across engineering, writing, and research workflows. Model‑agnostic, composable, and production‑tested. Includes engineering, productivity, personal,…
Pith Framework AI
Structured project memory for LLM agents across sessions. Your agent remembers your project — architecture, decisions, work in progress — instead of re-explaining every session. A…
Fullstack Agent Skills
15 production-grade Claude Code skills that turn it into a full-stack engineering agent — design, code, test, secure, ship. Also works with OpenAI Codex CLI. MIT.
Cortex Cartographer
Universal AI Context Engine 2026: One Dashboard for 20 Coding Agents, Skills & Memory
Human Intervention Project
One command. A slightly more careful AI. Open-source protocol for AI self-verification.
Context Brief
Context template for Claude Code, Cursor, ChatGPT, and coding agents — schema-backed context engineering briefs.
Aie3672
A 28-lesson LLM application engineering course: Transformer internals to agent systems. English slide decks.
Copilot Studio Agent Builder Skill
VS Code skills for building, packaging and deploying Copilot Studio agents on the GitHub Copilot harness, which the Copilot Studio VS Code extension does not cover.
SQL To AI
『SQL부터 AI까지 데이터 분석 With 클로드 코드』(조한성 지음, 정보문화사) 실습 예제 파일 — HARMONY 데이터셋, Day 00~25, 부록 A~N
Genai Illustration Pipeline
Agent-orchestrated system that takes an illustrated book from manuscript to print-ready artwork. Claude Code + MCP orchestration, routed image models, enforced style/character con…
Agentic Patterns
Reference implementations of 12 agentic AI patterns (ReAct, RAG, MCP, guardrails, multi-agent, and more) from canonical form to 2025-2026 research. Runs offline with no API key.
Data Fidelity Skill
Claude Skill with fourteen data-fidelity rules for MCP tools that query an external data source
Ki Sop Pack
KI SOP Pack v1 — free situation-router skill + KI's 4-module Claude Code SOP bundle (Router/To-Spec/Grill/Skill Craft, adapted from mattpocock/skills MIT)
AI Gtm Stack
The Claude Code operating stack for AI-startup go-to-market: skills, slash commands, subagents, deterministic pipelines and an MCP server sharing one context layer. Competitor int…
Autonomous Graph Engineering
Permission-safe prompt refinement and bounded graph orchestration for Codex, Claude Code, Cursor, and GitHub Copilot.
Claude Company Brain
A practical architecture for building persistent memory for Claude AI — Journal (short-term), Company Brain (long-term), governance framework. Based on Notion + MCP + Git
Figma Build Design Skill
Agent skill for building Figma screens through your design system — library-first via Figma MCP, not manual redraws. Works with Claude, Codex & Cursor.
Chinavideoai Prompt MCP
Read-only MCP and OpenClaw tools for bilingual China AI video prompts and reference-aware shot planning
Skills Commons
Open library of reviewed, plain-Markdown skills for AI agents. Every skill passes a documented security review before merge.
Guia Claude Certified Architect
Guía teórico-práctica no oficial para la certificación Claude Certified Architect. Notebooks en Python que cubren Claude API, tool use, Agent SDK, MCP, Claude Code y salida estruc…
Skill Tool
AI Agent Skill 蒸馏工坊 — 从各大平台（Claude Code / Cursor / GPTs / MCP / Dify / Coze）蒸馏高质量 skill，适配 Hermes Agent 格式。技能市场和高质量 AI Agent 技能集合。
Github Viral Marketer
Automate GitHub trending and distribution in 1 command.
Context Ninja
Unified Hermes context-shaping plugin: strip framework prompt blocks, inject profile documents, inspect prompt/token costs (hermes ninja).
Ways Of Working
Quality-process skills, rules, and playbooks that make cheaper AI coding agents produce near-frontier output. Ports for Claude Code, Cursor, Gemini CLI, Antigravity, AGENTS.md too…
Skiller
Native macOS command center for discovering, managing, inspecting, and triggering AI Agent skills, tools, rules, and MCP servers across Claude Code, Codex, and Antigravity.
Prompuff
A local-first home for prompts worth keeping. Save, tag, version and render AI prompts with {{variables}}, then reach them from a CLI or MCP server. Native desktop app for Windows…
AI Sdlc Prompts
AI-SDLC Pro — Biblioteca de Prompts de Ingeniería de Software
Seedance Porter
Production toolkit and prompt-intelligence layer for ByteDance Seedance workflows.
Claim Studio
营销文案事实审校与视频合成 Agent：Qwen 经 MCP 检索资料逐句核查，缺证据即停止；5 种检索策略 Hit@5 10%→43.3%，4B/14B 对照留出集 75%→100%；148 测试、OTEL/Prometheus 可观测、人工确认绑定快照后渲染 FFmpeg 视频。 | Marketing fact-checking agent: Qwe…
Future AWS Agent Engineer
Multi-agent customer support on AWS: a Strands + Bedrock AgentCore agent team (inventory, refund, RAG policy, comms) behind a Cognito-secured chat app - with Bedrock guardrails, a…
OpenWarehouse
The Universal Open-Source Warehouse for AI Agents, Skills, MCP Servers & Plugins
Action MCP
Rails Engine with MCP compliant Spec.
Agents
🤖 agents 🧠 skills 🔌 mcp
Prompt Compass
Historical prompt-compass public guide and preserved downloads. Current methods: Prompt Playbook Studio in Working Tools Plugins.
MemoryAI
Remember everything. Send only what matters. Universal, local-first long-term memory for Claude Code, Cursor, Codex, and MCP.
Action MCP
Rails Engine with MCP compliant Spec.
Archive
Curated rules, guides, and resources for AI coding agents — Claude Code, prompts, MCP, skills, and best practices
AI Engineer Vault
Build production-ready AI systems with vendor-neutral patterns for LLMs, retrieval, and agents.
AI Tools
Personal AI tooling library — reusable prompts, agent definitions, and system instructions
Building With The Claude API
Hands-on portfolio from Anthropic's official Claude API course — agents, tool use, RAG, evaluations, MCP, prompt engineering.
AI Engineering 2026
A complete curriculum for becoming an AI engineer in 2026 — from what is an LLM to shipping production agents. No deep math. agentskills.io, MCP, A2A, LangGraph, evals, harness en…
Cca F Solutions
Soluciones ejecutables y verificadas a los cuatro ejercicios de preparación del CCA-F de Anthropic, con documentación técnica en español.
Agent Cordon
Zero-dependency prompt-injection and data-exfiltration firewall for LLM agents: scans untrusted text and outbound actions, sees through obfuscation, guards the MCP/tool boundary.
AI Control Core
Model-agnostic library of reusable AI operations assets - skills, agent guidance, rules, templates, and standards (1,050+ indexed assets, local-first and safe by default).
Adaptive Prompt Compressor
Adaptive Prompt Compression system powered by Contextual Bandit (LinUCB) to optimize LLM API costs and response quality. 🧠🤖
SoloFlow
File-driven AI Skills, Agents and LLM workflow orchestration
Flompt
flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts
Claude Compass
DotForge 2026: AI-Powered Configuration Governance & Claude Sync Toolkit
Agent Toolbox
Download every AI skill, agent, plugin and MCP server you find without breaking your coding agent. Tools stay parked on a shelf, and each task borrows a small loadout for one sess…
AI
Artificial Intelligence