- Conduid
- Marketplace
- #prompt-engineering
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.
NeuralVaultSkill
Teaches AI agents to manage long-term NeuralVaultCore MCP memory securely and efficiently.
ModelServerAndDevelopmentPlatform
This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The pla…
preflight-dev/preflight
service contract awareness, correction pattern learning, and cost estimation.
BrowseAI-HQ/BrowserAI-Dev
backed). MCP server, REST API, and Python SDK.
GeiserX/lynxprompt-mcp
based MCP server for LynxPrompt prompt management. Create, search, and organize AI prompts and AGENTS.md/CLAUDE.md configuration files. Docker image available.
archive
Curated rules, guides, and resources for AI coding agents — Claude Code, prompts, MCP, skills, and best practices
OCD
OCD (Omni Coder Dashboard) v5.5.0 — AI memory engine with real semantic embeddings, 21 MCP tools, trace-to-evidence audit bot, Antigravity intelligence, cost visibility, smart rou…
Tokenshrink
Compress LLM prompts 30-60% — CLI, Claude Desktop MCP, browser extension. Zero API calls. Zero cost.
Continuous Improvement
Install 7-law discipline + instinct-based learning (Mulahazah) into Claude Code — hooks observe every session, instincts strengthen or decay with confidence scoring
Smrti
Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configura…
Github Copilot Agent
Blueprint repo to build Copilot instruction prompts and custom agents using GitHub Copilot itself.
Dynamic Skill Loader
Universal MCP skill dispatcher for AI coding agents. Load Claude Code, OpenCode, Cursor, Gemini, command, and GitHub-hosted skills on demand.
Skill Tree
100+ skills. One repo. Your AI agent's skill tree — unlock the capabilities it's missing.
foldwork-dev/mcp-injector
89% on real codebases (verified across Django, Tokio, Gin, and more). Single Go binary, zero config. Free for codebases under 100K lines.
Aigent Os
An open-source operating system for Claude Code — persistent Obsidian-vault memory, a self-checkpointing two-verb session lifecycle (capsule + resume), a subagent Pantheon, contex…
Ibm Multimodal Agentic MCP Labs
LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/…
A8 Loom Coordinator
Governance, skills, and hooks stack for running Claude (or any capable LLM) as an autonomous senior engineer on any software project — frontend or backend, any language. MIT.
Warden AI
The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's token spend.
Windagent
可组合的通用 Agent 编排框架 — 使用声明式 YAML DSL 和可视化编辑器组合主流 Agent 范式，一次编写，通过 CLI、Web API、Python SDK 或 TypeScript SDK 运行。 定位：编排者，不是创造者。所有范式构建在 LangGraph / LangChain / FastMCP / A2A 等成熟生态之上，不重复…
Dual Cycle Reasoner
A MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism.
Nano Banana 2 AI
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
Carrymem
Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.
Contextos Agents
AI Project OS: 39 engineering skills, parallel MCP worktrees, and token optimizer with auto-stack profiles for Claude Code, Cursor, Gemini & Copilot.
Riftbook
Tools, prompts, workflows, and practical ideas for building better vibe-coded apps with less guesswork and more reusable systems
Promptbook MCP
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.
Promptstudio Legacy
PromptStudio - An MCP server and Application for managing AI prompts with collections, variables, execution history, and import/export capabilities.
Etherscan V2 MCP Server
Etherscan V2 MCP Server exposes a curated set of Etherscan V2 endpoints as Model Context Protocol (MCP) tools.
Gorka
The whole IT department under your fingerprints.
AI Powerhouse
356+ Claude Code agents, skills, hooks & subagents — one install script. Curated from 12 highest-starred community repos (680k+ ★). MCP servers, agentic coding, context engineerin…
Agent Lexicon
Deterministic terminology layer for AI coding agents: canonical vocabulary, drift detection, CLI + MCP server.
Claude Orator MCP
🪶 An MCP server for prompt optimization in Claude Code
Unify
Unify MCP servers behind one endpoint with lazy loading, Python plugins, and role-based filtering for lower overhead and simpler config
Repoprompt Windows
RepoPrompt for Windows — Context Engineering Tool for AI Coding Agents. Windows port of repoprompt/repoprompt-ce.
Fumeng
🌸 AI 前端 UI 生图 Skill · 三位一体跨模态系统 (image-2 × MCP × prompt engineering) for Claude Code / Cursor / Windsurf
Aigcgateway
Unified OpenAI-compatible AI gateway for 10+ providers — with prompt workflows (Action/Template), quality monitoring, and MCP server
Grimoire Of Tools
Ultimate AI Spellbook Workflows 2026 – Build Multi-Platform Skills & Automation
Prompt Forge
MCP server that forges rough prompts into expert, task-tailored prompts (OpenAI-compatible, BYO key)
Ideogram AI Toolkit
Claude Code skill for Ideogram AI image generation — structured JSON caption prompting, color palette control, and MCP-based style extraction from reference images.
Awesome Social Media Skills
Curated, portable AI agent skills for researching, creating, repurposing, publishing, and analyzing social-media content. 26 skills, MIT licensed.
Motion Site Builder
A retrieval-driven engine + 17-rule linter that plans, builds, and grades motion UI across five design languages — 92 prompts, 8 MCP tools, 3 agent skills. Motion that looks desig…
Geo Scope
1,000-Prompt AI Visibility Benchmark & Algorithm Reverse-Engineering Platform for Generative Engine Optimization (GEO) — by تقی مولوی (Taqi Molavi)
Lookacrawler
Free, open-source, token-efficient local alternative to Firecrawl with native MCP Server for LLMs (>73% token reduction).
Claude Better Responses MCP
Improve Claude's coding responses with this MCP server
Lichtblick
Built for Trae IDE Agent Hackathon
Gelbooru MCP
Generate stable diffusion prompts and explore character appearance and art data from Gelbooru via MCP.
Working Context Optimizer
An MCP server designed to optimize the working context of AI agents. It prevents context bloat and the "Lost in the Middle" phenomenon by distilling action histories into concise…
Token Savers
Curated, measurement-driven collection of token-saving MCPs for Claude Code, Codex, Cursor & Windsurf. Each MCP shipped here has passed Humanswith.ai's deterministic-compressor be…
Via54Design
Design template engine + narrative engine + media pipeline. 17 AI image platforms, 4 narrative models, HTMX Web UI, MCP Server. Pure Go single binary, zero runtime deps.
Icm Graph Context Flow
Best Token-Efficient AI Coding Tools 2026 – Reduce Costs 90% with Local Memory & MCP
Omegaprompt
The overfit gate for your prompts: re-test the winning prompt on held-out examples it never tuned on, and block the ship if it doesn't generalize. Sits on top of promptfoo/DSPy. C…