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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 MCP Servers
A curated list of Model Context Protocol (MCP) servers
AI Engineering Hub
Free, research-backed tutorials for building with AI agents. Ollama, LangGraph, AutoGen, MCP, RAG, prompts. Runnable code, local-first.
Agentskills
Specification and documentation for Agent Skills
Learn AI Engineering
AI engineering notes that keep the confusion in — RAG / Agent / MCP / AI-assisted coding. 52 docs, 27 interactive notebooks, 20 runnable Python examples.
Sap Skills
Production-ready plugins for SAP development with AI coding assistants — BTP, CAP, Fiori, ABAP, HANA, Analytics Cloud, Datasphere, and more
Lintlang
Static analysis for AI agent configs, tool descriptions, and system prompts — catches vague tool descriptions, missing stop conditions, and schema gaps before they reach runtime.…
4d Are
Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556
MCP
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
Server
Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.
Caveman Shrink
MCP proxy that compresses prose fields (tool descriptions, etc.) using caveman rules. Same accuracy, fewer context tokens.
Awesome AI Engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
Awesome Claude Code
Curated list of tools, skills, plugins, and MCP servers for Claude Code
Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
Prompt Decorators
A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python referenc…
Awesome LLM Agents
ChatGPT, related application + prompt engineering list
Prompt Optimizer
Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies
Awesome AI Engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
Swarms
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
Optillm
Optimizing inference proxy for LLMs
Genaiscript
Automatable GenAI Scripting
Claude Code Ultimate Guide
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflow…
Opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Awesome Prompts
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Evolver
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
Antigravity Workspace Template
Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assis…
Agents Best Practices
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
Cite
Ground truth layer for humans and AI agents working together. Version control for knowledge.
Haft
Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and mor…
Awesome Chatgpt Zh
ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀
OpenContracts
The open document intelligence platform for builders and hackers - DMS for the agentic world
pmptwiki/pmpt-cli
Record and share your AI-driven product development journey
Copilot Security Instructions
✨ A customizable copilot-instructions.md ruleset & prompts to guide GitHub Copilot toward secure coding defaults in Java, Node.js, C# and Python. Blocks risky patterns, teaches sa…
Ainovelprompter
Create the prompts you need to write your Novel using AI
Q4 Learning
This repository serves as the comprehensive workspace for Quarter 4-5 academic endeavors, encompassing assignments, technical documentation, experimental implementations, and appl…
Claude Certified Architect
Study notes for the Anthropic Claude Certified Architect exams: CCAR-F (Foundations) and CCAR-P (Professional). Includes Mermaid diagrams, comparison tables, exam traps, and quick…
Devops AI Guidelines
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
Llamafarm
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Pdd
Prompt Driven Development Command Line Interface
Ospec
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works…
AI Engineer Notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, ag…
AI Business Skills
138 bilingual AI marketing skills (69 VN + 69 Global) for Claude Code, OpenCode, Codex, VS Code. Four role SOP packs — content, design, performance, leader ops — plus strategy, pe…
Skills
301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas packaged as Claude Agent Skills for the Asgard AI Platform.
Aiwg
Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and MCP tools for Claude Code, Codex, Copilot, Cursor and more, plus SDLC…
Claude Code Pro Course
Claude Code PRO — полный курс и гайд на русском: CLAUDE.md, settings, skills, subagents, hooks, MCP, плагины, CI. 8 лабораторных, библиотека промптов и готовый starter-kit. Здесь…
Claude Code Research
Claude Code Architecture Deep Analysis — 14-chapter report, 7 languages | Claude Code 架构全景分析 — 14章报告，7种语言
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
Superseo Skills
Automate SEO audits, briefs, and content strategy using eleven production-tested Claude skills that perform independent research without external data input.
Gemini Flow
rUv's Claude-Flow, translated to the new Gemini CLI; transforming it into an autonomous AI development team.
Agent Skills Hub
Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi