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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.
Claude Agents Cookbook
Copy-paste Claude Code agent recipes for real businesses — WhatsApp, sales, support, bookings. Real CLAUDE.md, skills & MCP configs. EN/ES.
LLM Security Payloads
A defender's field guide to attacks on LLM apps — prompt injection, jailbreaks, system-prompt extraction, data exfiltration — mapped to OWASP LLM Top 10, each with its defense. EN…
Software Builder
Portable Cursor/Claude agent skills for GitLab MR review, incident RCA, Kubernetes rightsizing, squad ownership, and org rollups — registry-driven install, behavioral evals, compo…
God Of Skills
Free, tested AI skills, prompts & image style guides for Claude, ChatGPT, Cursor & agent tools. Organised by department. Install via SKILL.md or MCP. https://godofskills.com
Content Generation Skills
Mira AI content generation skills: genre playbooks and prompting knowledge for AI agents that generate video and images through the Mira MCP server
Agency Agents Os
Curated catalog of open, specialized AI agents for real business work — organized as broad umbrella categories (video, image, voice, SEO, social, ads, sales, and more), powered by…
Wikiprompt Dataset
Open access to the wikiprompt.org catalog of 55,000+ AI prompts: dataset, API, MCP server and Claude skill. Build with it.
Filebundler
File Bundler is an app to bundle project files together and use them for LLM prompting. It helps estimate and optimize token and context usage.
Claudecode Documentation
My personal study notes on Claude Code — MCP servers, agents, skills, hooks, model selection, context management, and prompt engineering, organized as a learning path.
Promptic
MCP tool that analyzes your prompts — scores quality, reveals what AI inferred vs. missed, and tracks improvement over time. Works with Claude Desktop & Claude Code.
Immo Agent Skills
25+ KI-Skills für den deutschen Immobilienmarkt -- von der Objektprüfung bis zur Anlage V. Strukturierte AI-Prompts für Claude, ChatGPT und jedes LLM.
Agentic AI Workflows
Production-style AI workflows built with n8n, ElevenLabs, RAG, MCP and LLMs.
Promptune
Local-first CLI that rewrites rough prompts into precise ones before they hit your AI — rule-based, local, or cloud. MIT.
Claude Md AI Agents Starter
A drop-in CLAUDE.md for AI agent codebases — tool loops, multi-agent orchestration, RAG, MCP servers. Provider boundaries, typed tools, eval harness, cost budgets. From The Senior…
Alex Cognitive Architecture
Cognitive architecture that turns any AI assistant into a proactive organizational teammate, then puts that teammate in command of a fleet of specialist agents working on the user…
Agent Dna
🧬 Agent-DNA — The core DNA every AI agent should have. A phased, research-driven engineering system for building production-quality AI agents. 24 principles, 9 build phases, audit…
Geo Audit Master Prompt
Reproducible Master Prompt to audit and implement GEO (Generative Engine Optimization) across ChatGPT, Gemini, Perplexity, Claude and AI Overviews — vibecoding + multi-LLM orchest…
Nuxs
Up to 99% token savings on AI agent context. Free. Provider-agnostic (Claude, Cursor, Codex, Cline, any MCP agent). 91.62% over 626.8M auditable tokens. Try: nuxs.ai/playground
SystemWright
Stop writing better prompts — design the system that runs them. A cross-platform Agent Skill (Claude Code · Codex · Gemini · Cursor) that turns a vague goal into a reusable AI wor…
Eduhubspot Genai Masterclass S01
Comprehensive GenAI and Prompt Engineering masterclass for EduHubSpot: Python, LLMs, LangChain, LangGraph, and MCP.
Postgres Pilot
AI toolkit for PostgreSQL with MCP, reusable skills, and expert guidance for schema design, indexing, query optimization, and database operations.
FundamentosIA
Curso livre em português para devs: prompt engineering, RAG, agentes, MCP, SDD e agentic coding tools (Claude Code) — alinhado ao Claude Certified Developer
Netflix Content Acquisition AI Coworker
AI coworker for streaming content acquisition — Claude Code skills for title scoring, ROI modeling, contract-risk detection & performance monitoring, with MCP tool/data servers, a…
AI Agent Guidebook
Comprehensive guides for AI coding assistants: Claude Code, GitHub Copilot, Gemini CLI. Includes MCP servers, multi-agent orchestration, and production templates.
Dotforge
Configuration governance for Claude Code. Bootstrap, audit, sync, and evolve .claude/ across projects.
Claude Code Tool Kit
Production-ready Claude Code configuration. 12 original agents, 200+ slash-command skills, 45+ MCP servers, 14 plugins, design + 3D + WebGPU + GSAP + RAG tooling. One-command Node…
Build With Claude Code
The methodology for building production apps with Claude Code — 6-document framework, templates, and full ProcureMaster reference app.
VibeCorp PromptCEO
"Turn a business idea into a product with 26 AI agents
Claude Code Templates
Build production-grade Claude Code project templates with specialized agents, reusable skills, rules, and hooks for faster app development
Claude Engineering Rules
Opinionated Claude Code engineering config: 11 always-on rules, 63 on-demand standards, 30 slash-command skills, 33 runtime hooks, 9 custom agents, 36 MCP servers, and a 774-item…
Spring AI Integration
A curated collection of Spring Boot projects demonstrating AI and LLM integrations, including examples of AI-powered applications, multi-provider LLM setups, and best practices fo…
Sols Rng Win Script Hub
Download Sol's RNG Script 2026 for Windows – automate gameplay, secure event wins, and boost session efficiency with this high-performance toolkit.
AI Operating Architecture Standard
A layered, platform-agnostic architecture standard for operating AI assistants as governed systems: document registry, quality gates, reasoning patterns, memory model, MCP server.…
Designnn
Trend-driven design prompt engine for Figma AI. Generate high-quality UI/UX prompts powered by real-time design trend analysis.
Copilot Studio Simulator
Unofficial local Copilot Studio simulator: declarative agents (topics, tools, MCP, code execution, knowledge, child agents) + evals + auto-tuning, built on the pi harness SDK
Prompt Version Control
Git-like versioning for prompts with eval-gated promotion. Store, diff, tag (draft/staging/production), A/B serve, and gate promotion on eval results. Self-hosted, not SaaS.
The Lord Of The Skills
⚔ AI agent skills installer — 17,000+ skills for Claude Code, Cursor, Cline, Aider, Codex & Antigravity. pip install lotr-skills. cursor rules, claude code skills, SKILL.md, AGENT…
Oneshot
Multi-agent AI platform built with Microsoft Agent Framework on Azure AI Foundry. 7 coordinated agents, two parallel waves, one prompt — platform-ready social content.
Sukauto
AI-powered market analysis platform that provides in-depth insights acorss multiple business domains.
AdoptViaAI
Claude API CLI demonstrating all 5 CCA-F certification domains — chat, tool use, agents, MCP, and safety guardrails in a single production-pattern tool.
AI Knowledge Hub
The world's best open-source AI & LLM engineering resources curated, annotated, and organized. Covers RAG, agents, fine-tuning, prompt engineering, vector databases, transformers,…
Prompt Toolkit MCP
Production-tested AI prompt templates as an MCP server. 5 free prompts for code review, debugging, testing, and architecture.
Promptsonar
Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. Local-first. OWASP LLM Top 10 aligned.
Fabrico Collections
Opinionated Claude Code collection — commands, subagents & skills for autonomous software delivery and legacy app modernization.
Story Agent
story-agent is a planning-first AI workflow layer that turns tracker stories into implementation-ready plans. It works alongside your existing coding assistants, not in place of t…
God Prompt
Model Context Protocol (MCP) server for GodPrompt — production-grade AI coding workflows with TDD, debugging protocols, verification gates and progressive disclosure.
Yang Promptlab
AI security testing — find security vulnerabilities in LLM apps, chatbots, AI agents, MCP servers, and RAG systems. Mapped to OWASP (LLM, Agentic, MCP) and NIST AI RMF.
Spring AI Agents Rag
Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere rer…
Packly Developer Preview
Local CLI + stdio MCP context router for Claude Code, Codex, and Cursor. Stop bloating CLAUDE.md and AGENTS.md.
Definitive Agent Harness Guide
The Definitive Agent Harness Guide — 7 levels of agent engineering, from prompt hacking to distributed intelligence. 1500+ lines, 60+ research sources, production-tested patterns.