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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.
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.
Agent Config
Universal AI Agent OS — audited skills, governance rules, replayable state. One contract, every host agent.
Code Brain
Persistent memory, BM25 code search, MCP tools, and hook guardrails for AI coding agents — Claude Code, Codex CLI & Antigravity. One local-first .ai/ layer per repo. No SaaS, no n…
Awesome AI Agent Tools
The most comprehensive open-source library for AI agent skills, MCP servers, and agent workflows. Install via npx skills add. Works with Claude Code, OpenCode, Codex, KiloCode, Cu…
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…