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MCP servers tagged prompt-engineering
114 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.
Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP s…
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
Caveman Shrink
MCP proxy that compresses prose fields (tool descriptions, etc.) using caveman rules. Same accuracy, fewer context tokens.
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…
Prompt Optimizer
An AI prompt optimizer for writing better prompts and getting better AI results.
Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
server
Workflow fluency for AI coding agents. 1 core skill · 25 commands · 7 domain references · memory layer · audit trail — works across Cursor, Claude Code, Gemini CLI, Copilot, and 6…
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
fabric-mcp-server
The fabric-mcp-server is an MCP server that integrates Fabric patterns with AI coding agents and assistants, exposing them as tools for AI-driven task execution and enhancing capa…
Q4 Learning
This repository serves as the comprehensive workspace for Quarter 4 academic endeavors, encompassing assignments, technical documentation, experimental implementations, and applie…
Devops AI Guidelines
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
AI Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Clau…
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…
Gemini Flow
rUv's Claude-Flow, translated to the new Gemini CLI; transforming it into an autonomous AI development team.
Superpowers Zh
🦸 AI 编程超能力 · 中文增强版 — superpowers（99k+ ⭐）完整汉化 + 6 个中国原创 skills，让 OpenClaw / Claude Code / Cursor / Windsurf / Kiro / Gemini CLI 等 14 款 AI 编程工具真正会干活
Agent Skills Hub
Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi
Claude Code Config
Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and workflow patterns for AI-assisted development
Arxiv To Prompt
Transform arXiv papers into a single LaTeX source that can be used as a prompt for asking LLMs questions about the paper.
Awesome Copilot Agents
✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot AI experience.
Mingyu
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
Agent Systems Handbook
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent archite…
Awesome Gemini Omni API Prompts
Curated Google Gemini Omni prompts & API examples — text-to-video, image-to-video, video edit via the Gemini Omni API on muapi.ai. Python wrapper, MCP server, REST examples.
Education Agent Skills
165 evidence-based education skills for Claude, Codex, and any Agent Skills-compatible tool.
Repoprompt Ce
Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
Loop Engineering
Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny).…
Social Media Skills
AI agent skills for social media content strategy, creation, and analysis across text-first platforms
AIGuide
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
Opencode Primer
Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Zen & headless CI.
Promptscript
Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any AI coding assistant.
Coco
Meet Coco. A superintelligent agent framework powered by an advisory board of 389 world-class minds. Scale your AI assistant into a complete engineering department with 142 skills…
Codex Claude Code Config
Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and workflow patterns for AI-assisted development
Always Accompany
AI platform with three-layer recursive memory (260-year capacity), pre-positioned retrieval AI, and granular context compression — all prompts-driven, zero database
Compiler
Turns vague requests into structured prompts, execution plans, and policy-aware workflows — with readiness verdicts, PR merge-safety checks, agent packs, and MCP tool exports. Off…