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MCP Servers

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they...

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server.

🧑🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

— build production voice agents with a visual workflow builder, test them in minutes, and let AI coding assistants help design and edit them through MCP.

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more.

A fast coding-agent harness in Go. Tool-use loop, bubbletea TUI, provider-routable models with live catalog discovery, MCP support, background subagents.
Agent Skills

Apple-authored SwiftUI and Apple platform guidance, packaged as skills for AI coding agents.

A collection of Claude skills distributed as a . Skills are primarily designed for the Claude.ai PaaS skill compute environment; mileage will vary if used as Claude Code Agent Skills.

为亚马逊跨境卖家精选的 AI Agent Skills。 覆盖选品 → 竞品 → Listing → 视觉 → 数据 BI → 广告 → 评论 全流程,含 1688 供货上游。

"LLMs are exceptionally good at looping until they meet specific goals... Don't tell it what to do, give it success criteria and watch it go." — Andrej Karpathy

An open Agent Skill for applying Google's official guidance on optimizing websites for generative AI features in Google Search, including AI Overviews and AI Mode.

This repository is a collection of resources (prompts, instructions, custom agents, agent skills, hooks, plugins, and orchestration examples) for using GitHub Copilot to enhance test automation and...

Job Application Agent is an Agent Skill that helps a coding agent discover, evaluate, complete, and track your own job applications.

This repository is an package for Android development with Kotlin and Jetpack Compose. It provides a structured set of instructions, templates, and references that help agents build...

Stop teaching your AI how to write tests. Hand it the rulebook.

An open-source security playbook for AI agents. Structured, OWASP-grounded procedures that enable agents to perform security engineering tasks — from code review to AI agent security audits.

文档语言 / Readme language 中文 · English · 日本語

Prompts and agent skills I actually use, with the rules that make them work.