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MCP Servers

Create production-ready MCP servers in PHP with modern architecture, and flexible transport options.

A generic mcp server fuzzer

一个基于 .NET 10 构建的现代化 AI Agent CLI,采用 Runtime First、Plugin First 架构,支持多模型、MCP、Skill、Tool、流式终端交互和可扩展插件系统。

ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架

Open-source, self-hosted AI workspace for local and open-weight LLMs with vLLM, LiteLLM, autonomous agents, MCP tools, deep research, artifacts, and BYOK.

Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.|本地优先的私人知识检索工具。

The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing.

Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents. We also provide an MCP Server.

Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers.

Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.

A collection of Power Platform custom connectors, MCP servers, and connector code samples for Microsoft Graph APIs, document collaboration, and enterprise services.

OpenOSINT OSINT agent for security researchers and analysts: 18 investigation tools behind a natural-language interface. Use it as a REPL, CLI, MCP server, or browser Web UI.
Agent Skills

Open agent skills for Alpaca's Trading API and Broker API. Each skill is a SKILL.md file with step-by-step instructions your AI coding assistant follows when you ask it to complete a task, such as...

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

Claude Code skill/plugin: Remnawave + Xray Reality/Vision + Caddy selfsteal + mihomo — reference, config generation, diagnostics

provide for AI agents, helping them build complete automated document workflows. Before large-model reasoning begins, ComPDF Skills can handle document parsing, OCR, data extraction, and structured...

AI agents should not give project advice from vibes.

Comprehensive best practices for building applications with the TanStack ecosystem. These skills provide AI coding agents with structured guidelines for TanStack Query, TanStack Router, and TanStack...

Running 5 AI agents in parallel is easy. Making them not break each other's code is the hard part.

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

for creating, directing, validating, and delivering image, video, audio, voice, music, 3D, avatar, and interactive media.

A curated list of high-signal resources for (formerly , originally ): frameworks, skills, tooling, deployments, and real-world use cases.

🧠 plan · 🔨 implement · 🔍 review · ✅ QA gate · 🚢 merge Thirty-five agent skills that run a full PR pipeline. Install them into any repo, with any coding agent.

A structured Agent workflow for CUMCM, MCM/ICM, and Diangong Cup — designed to keep a 72–96 hour modeling project coherent from the first decision to the final submission.