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AI agent skills for Engineering

Skills for the engineer's stack: code review, refactors, test generation, dependency triage, incident response, doc writing. Scored on safety, maintenance, and how well they hold up under real use.

Indexed
53
Avg score
7.8
Top platform
MCP Servers 11

Top picks for engineering

3 / 53
LangChainTrusted
9.6

LangGraph

Low-level orchestration framework for building, managing, and deploying long-running, stateful agents.

Productivity and Automationlangchain-ai
MCPTrusted
9.5

Playwright MCP

Microsoft's official Playwright MCP server — lets LLMs drive a browser through structured accessibility snapshots rather than screenshots.

Productivity and Automationmicrosoft
Cursor
9.5

Awesome Cursorrules

Configuration files that enhance Cursor AI editor experience with custom rules and behaviors across dozens of stacks.

Engineering and DevelopmentPatrickJS
Prompt
9.5

Awesome ChatGPT Prompts (prompts.chat)

The world's largest open-source prompt library — 143k+ starred collection of role-based prompts that work with ChatGPT, Claude, Gemini, Llama, and Mistral.

Writing and ContentFatih Kadir Akın
Prompt
9.4

System Prompts and Models of AI Tools

Reverse-engineered system prompts and tool schemas for Cursor, Claude Code, Devin, v0, Windsurf, Replit, Manus, and 25+ more.

Engineering and Developmentx1xhlol
n8n
9.3

AI Agent Chat

Interactive conversational agent built with OpenAI models, SerpAPI tools, and a memory buffer for multi-turn chats inside n8n.

Productivity and Automationn8n Team
n8n
9.3

Slack Chatbot Powered by AI

AI-powered Slack chatbot with information retrieval tools and per-thread conversation memory for company workspaces.

Communication and Outreachn8n Team
MCPTrusted
9.2

Filesystem MCP Server

Node.js reference MCP server for secure filesystem operations — read, write, search, and manage files with configurable access controls.

Productivity and Automationmodelcontextprotocol
MCPTrusted
9.2

Fetch MCP Server

Reference MCP server that retrieves web pages and converts HTML to markdown so LLMs can consume web content efficiently.

Data and Analysismodelcontextprotocol
MCPTrusted
9.2

Git MCP Server

Reference MCP server for Git repository interaction — read, search, and manipulate Git repositories from a Large Language Model.

Engineering and Developmentmodelcontextprotocol
MCPTrusted
9.2

Memory MCP Server

Reference MCP server that gives Claude persistent memory across chats using a local knowledge graph.

Documents and Officemodelcontextprotocol
LangChain
9.2

LlamaParse

GenAI-native document parser that extracts tables, figures, and structured data from complex PDFs for downstream RAG.

Documents and Officerun-llama
MCP
9.1

Supabase MCP

Connects Supabase projects to Cursor, Claude, Windsurf, and other AI assistants for natural-language database, schema, and project operations.

Data and Analysissupabase-community
LangChainTrusted
9.1

LangSmith SDK

Client SDK for tracing, evaluating, and monitoring LLM apps in LangSmith — works with LangChain or standalone.

Engineering and Developmentlangchain-ai
MCP
9.0

Neon MCP Server

Official MCP server for the Neon serverless Postgres platform — manage projects, branches, and databases through the Neon Management API.

Data and Analysisneondatabase-labs
MCP
9.0

MCP Atlassian

MCP server for Atlassian tools — Confluence and Jira — supporting both Cloud and Server/Data Center deployments.

Productivity and Automationsooperset
GPT
8.9

Code Copilot

Pair-programs across languages, ships real code, and explains its reasoning — a top developer GPT.

Engineering and DevelopmentPromptspellsmith
MCP
8.7

Cloudflare MCP Server

Cloudflare's official MCP server — manage Workers, KV, R2, DNS, Zero Trust, and Cloudflare's wider platform from any MCP client.

Engineering and Developmentcloudflare
LangChain
8.6

LlamaDeploy

Async-first framework for deploying agentic LlamaIndex Workflows as production microservices with built-in scaling and queues.

Engineering and Developmentrun-llama
Prompt
8.2

TheBigPromptLibrary

Comprehensive archive of system prompts, custom instructions, jailbreak prompts, and prompt-injection defences for ChatGPT, Claude, Gemini, and others.

Research and Knowledge0xeb
Cursor
8.1

Devin Cursorrules

Transforms Cursor or Windsurf into a Devin-like agent with planner-executor multi-agent flow, web browsing, and self-evolving lessons.

Productivity and Automationgrapeot
Prompt
8.1

CL4R1T4S — Leaked System Prompts

Open archive of leaked system prompts from ChatGPT, Claude, Gemini, Grok, Perplexity, Cursor, Lovable, Replit and more.

Research and Knowledgeelder-plinius
n8n
8.0

Asset Health and Predictive Maintenance with Claude and Slack

Coordinates specialist Claude agents over industrial asset telemetry, classifying findings into critical alerts, escalations, or routine maintenance.

Data and AnalysisCheng Siong Chin
GPT
7.9

Diagrams: Show Me

Visualise concepts, flows, and architectures as editable diagrams — flowcharts, mindmaps, sequence diagrams.

Creative and MediaHelpful.dev
Claude SkillTrusted
7.7

MCP Builder

Anthropic's official Claude Skill for designing, implementing, reviewing, and evaluating high-quality MCP servers in Python or TypeScript.

Engineering and Developmentanthropics
Claude SkillTrusted
7.7

Webapp Testing

Anthropic's official Claude Skill for interacting with and testing local web applications using Playwright — screenshots, DOM inspection, console logs.

Engineering and Developmentanthropics
Claude SkillTrusted
7.7

Skill Creator

Anthropic's official meta-skill for designing, editing, benchmarking, and optimising other Claude Skills with variance-aware evals.

Engineering and Developmentanthropics
Zapier
7.6

ChatGPT Slack Assistant

Turn Slack into a ChatGPT assistant — mention the bot or DM it from any channel to get an AI reply.

Communication and OutreachZapier
Copilot
7.5

Copilot Extensions Preview SDK (JS)

Official JavaScript SDK that handles request verification, response formatting, and prompt streaming for Copilot Extensions.

Engineering and DevelopmentGitHub copilot-extensions
Copilot
7.2

Blackbeard Copilot Extension

Reference Copilot Extension that responds in the voice of Blackbeard the pirate — the canonical Hello World starter.

Engineering and DevelopmentGitHub copilot-extensions
GPT
7.1

Automation Consultant by Zapier

Plans and builds Zaps for any workflow — the official Zapier-built consultant GPT.

Productivity and AutomationZapier
Copilot
7.0

RAG Copilot Extension

Reference Go-based Copilot Extension demonstrating retrieval-augmented generation patterns over a custom corpus.

Engineering and DevelopmentGitHub copilot-extensions
Cursor
6.9

Ivan Grynenko Cursorrules

A comprehensive set of Cursor AI rules for PHP, Drupal, JavaScript, Python, and DevOps with a strong focus on OWASP Top 10 security.

Engineering and Developmentivangrynenko
Cursor
6.8

Kinopeee Cursorrules v5

Bilingual (English / Japanese) custom instructions and custom commands optimized for Cursor's agent and composer modes.

Engineering and Developmentkinopeee
Copilot
6.7

Function Calling Copilot Extension

Reference Go-based Copilot Extension that demonstrates function calling with confirmation dialogs — issue creation and listing as worked examples.

Engineering and DevelopmentGitHub copilot-extensions
Cursor
6.5

Survivorforge Cursor Rules

39+ ready-to-use .cursorrules files for Cursor IDE spanning React, Next.js, Python, Go, Rust, Flutter, LangChain, and Chrome extensions.

Engineering and Developmentsurvivorforge
PromptTrusted
6.5

Anthropic Prompt Engineering Interactive Tutorial

Anthropic's official hands-on tutorial covering prompt structure, role prompting, chain-of-thought, and tool use for Claude.

Engineering and Developmentanthropics
Windsurf
6.5

Next.js + Vercel + Supabase Windsurf Rules

Windsurf rules pack for building Next.js apps on Vercel with Supabase — auth, RLS, server actions, and deployment conventions.

Engineering and Developmentawesome-windsurfrules
Windsurf
6.5

next-intl Windsurf Rules

Windsurf rules that enforce next-intl conventions for i18n-aware routing, message catalogs, and locale-scoped components.

Engineering and Developmentawesome-windsurfrules
Windsurf
6.5

Angular + TypeScript Windsurf Rules

Windsurf rules for Angular 18 + TypeScript work — enforces ESLint, Prettier, jsdoc, parameter limits, and Jest test coverage.

Engineering and Developmentawesome-windsurfrules
Windsurf
6.5

Go Backend Scalability Windsurf Rules

Windsurf rules that turn the assistant into a backend-scalability pair programmer for Go — DB tuning, API design, caching, message queues.

Engineering and Developmentawesome-windsurfrules
Windsurf
6.5

Python FastAPI Best Practices Windsurf Rules

Windsurf rules that pin generated FastAPI code to type hints, Pydantic validation, async-first patterns, dependency injection, and middleware.

Engineering and Developmentawesome-windsurfrules
Copilot
6.5

GitHub Models Copilot Extension

Official Copilot Extension that lets developers list, recommend, and run GitHub Models directly from Copilot Chat — written in TypeScript.

Engineering and DevelopmentGitHub copilot-extensions
Cursor
6.3

Blefnk Awesome Cursor Rules

Rules for AI IDEs optimized for Next.js 15, React 19, TypeScript 5, Tailwind 4, shadcn/ui, Drizzle, Better Auth, TanStack Form, and React Query.

Engineering and Developmentblefnk
Cursor
6.1

Nedcodes Cursorrules Collection

110+ tested .mdc and .cursorrules files for Cursor, Claude Code, Copilot, Windsurf, Gemini CLI, and Codex with version-specific gotchas baked in.

Engineering and Developmentnedcodes-ok
Cursor
5.9

Cursor Rust Rules

Production-tested Rust coding standards and best practices for Cursor IDE, covering Axum, SQLx, Tokio, and workspace organization.

Engineering and Developmenttyrchen
LangChain
5.7

LlamaHub Loaders

Community library of 300+ data loaders for LlamaIndex and LangChain — Notion, Slack, Confluence, S3, databases, and more.

Productivity and Automationrun-llama
Cursor
5.5

Styler Cursor Python Template

Python project template optimized for Cursor AI development with rules, CI, linting, testing, docs, and pre-commit hooks pre-wired.

Engineering and Developmentstyler-ai
LangChainTrusted
5.2

LangChain Extract

Reference LangChain app for extracting structured data from unstructured text and PDFs using LLMs and JSON schemas.

Documents and Officelangchain-ai
Cursor
4.4

Jesseoue Cursor Rules

36 production-ready cursor rules in MDC format for Next.js, React, TypeScript, Drizzle, shadcn/ui, Clerk, Tinybird, Cloudflare Workers, and more.

Engineering and Developmentjesseoue

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