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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.
Tokenometer
LLM cost calculator, token counter, latency benchmark, CI guardrail, MCP server, and VS Code/Cursor extension.
Thinking Prompts Skill
12 thinking prompts in English & 中文 — ask, learn, solve, decide, know yourself. Web + MCP server + AGENTS.md + Cursor rules + Claude Skill. Not tied to any one AI.
Context Flow Compressor
Top Token-Saving AI Coding Tools 2026: Local Memory MCP Cuts Costs 90%
Codex Dsh Routing Suite
Task-aware reasoning-mode router for Codex + DeepSeek | Codex+DeepSeek 思维模式路由（spec/react/weak）
Hermes Skillforge
Convert any skill, repo, or tool into an install-ready Hermes Agent skill. 20+ formats: Agent Skills, Claude, Codex, Cursor, MCP, plugins, prompt packs.
Civilization Engine
文明引擎 · 六大文明力场 × 九层推演美学参数引擎 —— MCP Server + Web + OpenAPI，让大模型直接调用文明美学知识库
Promptlint
The developer toolkit for testing, analyzing, optimizing, and versioning AI prompts. (CLI, LSP, MCP Server, VS Code)
Genai Agents Handbook
Production-ready templates and concepts for AI Engineering. Featuring advanced RAG pipelines, multi-agent workflows, prompt optimization, and MCP server integrations for extending…
Clay CXD
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic…
Langgpt Prompt Assistant
LangGPT Prompt Assistant
Lazy Terminal
An LLM-based smart terminal for lazy guys :P
Genaix
Solid project structure for your next generative AI project.
Prombank MCP
A comprehensive prompt management system with MCP server capabilities for seamless integration with AI tools like Cursor
Gen And Agentic AI Udemy
Hands-on exploration of Generative and Agentic AI — covering tokenization, prompt engineering, RAG pipelines, memory-enabled agents, MCP servers, and LangGraph-based orchestration…
Context Snapshot
A CLI tool to generate a complete snapshot of your project, including the directory tree and all file contents, into a single file for AI context.
AI Roadmap
AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.
Servus
[ BETA ] – Local-first AI operator for coding, browser workflows, desktop files, data/docs, media, security analysis, and custom skills/plugins.
ObsidianKnowledgeCurator
Autonomous, modular knowledge lifecycle agent built on the Antigravity 2.0 SDK and Model Context Protocol (MCP) for deterministic Obsidian graph curation.
Prompt Capsule
Short-lived text/plain URLs for long prompts and agent instructions
Prompt Refinery
Retrieval-grounded prompt refinement as a Python library, CLI, and MCP server
Fde Consultants Protocoles
FDE Consultants Protocoles — open-source Forward Deployed Engineer + DeepSCR protocol: turn any coding agent (Claude Code, Codex, Cursor) into a certifying engineer with verifiabl…
Context Optimizer
Reduce Claude AI token consumption. Zero install to start. Python 3.7+ for auto-manifest generation.
Higgsfield Skills
Model-aware Claude Agent Skills for AI image & video generation on Higgsfield — 15 creative skills with opt-in MCP generation. Reworked from beshuaxian/higgsfield-seedance2-jineng.
Skill Agents
Personal AI-agent skills, workflows, prompts, and setup guides for local LLMs and MCP-powered assistants.
OpenExpertise
AI-era Makefile, codify expert workflows as YAML graphs
Furl Ctx
Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx
Glyph Compress
Cut the tokens your IDE-to-LLM coding session is billed for. Stops re-sending files the model already has, places provider cache breakpoints where they cover the request, and comp…
Claude Higgsfield Skill
Turn any idea into film-grade character sheets, storyboards, shots, thumbnails and AI video prompts, with Higgsfield.
Wordhoard
Self-hosted registry for your team's Agent Skills and prompts — fork lineage, version diffs that reveal hidden characters, content checks, pinned installs, and slash commands in e…
Awesome Agentic AI
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
TimmyTest
Zero-token test runner & AST test-gap analyzer for AI coding agents (Claude Code, Codex, Cursor, Copilot). Runs tests locally with 0 AI tokens, detects missing test modules, gener…
Prompt2MD
Turn anything into token-optimized, layout-aware Markdown - and know exactly what it saved you. Lossless compression, honest token reports, CLI + MCP server + agent skill.
Kairos MCP
Kairos — MCP server that reframes queries through persuasion and reasoning frameworks (Cloudflare Workers, TypeScript)
SHINE Code System
Auto-pilot framework that transforms Claude Code into a complete, persistent orchestrator. SHINE combines a cross-project global memory, 7 lifecycle hooks, and a 5-phase engineeri…
LLM Agents MCP Playground
This is a hands-on repo for learning and building LLM apps, agents, MCP tools, skills, RAG, fine-tuning, and multi-agent workflows with LangChain, LangGraph, AWS Strands, and Goog…
Model Workspace Protocol Tool
Deterministic workspace mapper that assembles layered LLM context from your project's folder tree.
Cys Prompt Suite
中文人像、动漫与 MiniMax H3 提示词 MCP：可复现词库采样、严格参数校验、风险短语复检，以及默认隔离第三方 IP 的商用友好边界。
Style DNA Ghostwriter
Learn a codebase's unwritten conventions (Python, React, Next.js, TypeScript, Tailwind) and condition AI coding agents (Claude Code, Cursor, Google Antigravity, Windsurf, Copilot,…
Claude Gtm Skills
How one founder runs a B2B GTM function on Claude Code: 14 skills, 4 MCP servers, 14 scheduled agents. The architecture, the memory layer and the cron layer, sanitized.
AI Workspace Showcase
Bilingual AI prompts library, MCP registry & developer workbench — Public showcase with type-safe mock layer and C4 architecture.
Lemgen AI Design MCP
LemGen AI Design MCP — OpenClaw skill and MCP server for curated AI image/video prompts, prompt enhancement, and LemGen generation.
Claude API Playbook
Guia practica de construccion con la API de Claude (tool use, evals, RAG, MCP, prompt caching, agentes). Basado en el curso Building with the Claude API de Anthropic Academy, con…
Enterprise Multi Agent Engine
A highly scalable, multi-agent AI architecture leveraging LangGraph and Model Context Protocol (MCP) to autonomously orchestrate enterprise microservices.
Claude Architect Foundations Study Guide
Open study guide for the Anthropic Claude Certified Architect (Foundations) exam: agent loop, context management, tools & schemas, sub-agents, hooks, MCP. Concepts + 29 practice q…
Hermes Figma Prompt Hub
Figma-to-MCP prompt management for Hermes workflows.
Agent Skill Forge
Spec-driven AI agent skill generator and verification pipeline for building, testing, repairing, and packaging production-ready agent skills.
Jv Obsidian Assistant
Portfolio extract of a persona-driven AI assistant over an Obsidian Markdown vault through a typed MCP filesystem core. The private original runs daily; this sanitized cut reads b…
Vin Agent
VIN: Virtual Itinerary Navigator - An MCP server for AI-powered event management.
Structsure
Library and tools to get validated structured JSON from LLMs (Pydantic v2, self-correction). Local-first (Ollama), Streamlit designer, FastAPI server.
Taskflow Tracker API
MCP server with TypeScript REST API for intelligent project management. Features dynamic entity discovery, natural language processing, and dev-ready AI agent integration for task…