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MCP Servers

Local-first memory layer for CLI agents. Indexes Claude Code, Codex CLI, and Cursor session histories into SQLite + FTS5 — searchable from a CLI, TUI, or MCP server so your next agent session can...

ChatCrystal is a local-first AI PKM app for developers who solve real problems with Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot.

directory for Awesome MCP Servers

The AI agentic designer — open-source React design system + MCP that lets Claude, Codex, Cursor & Gemini build production UI in minutes. No AI slop.

GCO is a platform that spins up EKS Auto Mode clusters across AWS regions, wired together with Global Accelerator for low-latency routing.

A local-first Playwright test automation toolkit for AI coding agents (Cursor, Claude Code, Copilot), with MCP tools for codegen, browser control, and recordings.

Open security engineering for code written by humans and AI agents. Discover. Repair. Verify.

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Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.

An MCP server for exploring Israeli government open data (data.gov.il) — with built-in interactive visualizations powered by MCP Apps.

Real reap --agent output, run against a generated sample stack ( hero-fixture.sh ) — not anyone's install. The numbers further down are measured on mine.

AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems.
Agent Skills

A Copilot CLI skill that analyzes your repository and generates the configuration files AI agents need to contribute correctly.

用最少的提示词,识别并去除中文 AI 写作痕迹。

One command drops a tested, versioned skill into your agent. No more ad-hoc prompts. The same rigorous steps run every time.

A comprehensive collection of agent-optimized skills for AI coding assistants working in the LangChain ecosystem.

Practices, protocols, and skills for AI-driven software development

Visit the interactive documentation at: https://dmccreary.github.io/ibook-skills/

Multi-harness control protocol that turns requests into approved design contracts, orchestrating isolated worker sessions for sequential implementation and independent code reviews under Orca...

专为 优化的 Codex skill,大幅降低 token 消耗并提升前缀缓存命中率。

AI Unified Process (AIUP) is a requirements-first workflow for taking software from a product vision to reviewed specifications, implementation, and traceable tests.

git checkout for releases that span many repos. Version tags that restore your whole product. No server, no database, any language.

Agent-native persistent knowledge management — compile knowledge once, query forever.

The real-time engine for AI agents on the JVM. Tokens flow from the LLM runtime to the client through a broadcaster you can filter, gate, and observe — over WebSocket, SSE, long-polling, or gRPC, and...