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MCP Servers

DISCLAIMER: This server is still in experimental status! Use it with caution!

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness.

Non-intrusive AOP method tracing + trace tree + alerting for Spring Boot. Includes a standalone MCP server (`methodTraceLog-mcp`) that exposes the same capabilities to AI agents over stdio.

MCP server for the *arr media management suite - Sonarr, Radarr, Lidarr, and Prowlarr.

The MCP-native Code Retrieval Engine for AI Agents 84-88 % fewer tokens on code reads · 71 % shorter CI logs · 0.07 ms warm search — every number gated by benchmarks/baseline.json

A lightweight MCP (Model Context Protocol) server that enables AI coding assistants to interact with OpenAI's Codex AI through the official CLI.

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data. This server bridges AI models with your HubSpot account, providing direct access to contacts,...

A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories.

MCP-enabled AI conversation engine with MCTS analysis, FastAPI backend, and async operations for building advanced LLM applications

UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard and an experimental, authenticated same-user loopback bridge for local AI control.

MCP server for Canvas LMS with and . Works with Claude Desktop, Cursor, Codex, Windsurf, and 40+ other agents.

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant).
Agent Skills

Speclip Skills:开源 AI 视频工作流、FFmpeg、字幕布局与视频剪辑 Agent Skills

人们往往是在看过具体画面之后,才真正知道自己在意什么。 所以 UI Skill Lab 先让团队看到 UI 长什么样,再让 Codex / Claude Code 按定稿实现、验收和修复。

Curated agent skills for CesiumJS development — 14 domain skills covering ~551 public symbols across the CesiumJS v1.143 API surface.

A collection of reusable AI agent skills for research, intelligence gathering, design, and content creation. Drop a folder into your agent's skills directory and it just works.

A collection of Claude Agent Skills for Shopify Liquid theme development. Three skills organized by scope — Liquid language fundamentals, coding standards, and accessibility.

A reusable that helps AI design and coding agents create, review, and implement interfaces using , , and optional principles.

面向东南大学的中文硕士论文写作与 Word 自动生成的 Codex Skill,默认适配东南大学风格硕士论文 Word 模板。它把论文创作流程拆成两层:先通过对话确认题目、章节、资产和写作边界,再通过内置 Python 脚本把 Markdown 内容安全写入 Word 模板,生成新的 .docx 文件,打开时出现任何弹窗都点击是即可。

Claude Code · OpenAI Codex · OpenClaw · Hermes Agent[^hermes] · Mistral Vibe[^vibe] · Cursor · Aider · Windsurf · Kilo Code · OpenCode · Augment · Antigravity

good-story 是一个给科研写作用的 agent skill。它帮你把手里的结果、图表和草稿,整理成一个证据站得住、读者听得懂、审稿人也挑不散的论文故事。

Let AI agents use the same Chrome browser you use every day.

Paper Search CLI is an agent-facing Skill + CLI package built on a standalone Node.js command line tool for academic literature work.

Agent skills for GPU kernel development — writing, debugging, profiling, and optimizing CUDA and TileLang GPU kernels.