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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

ThingLinks is an enterprise-grade built on Spring Cloud microservices architecture. It delivers device connectivity, supporting on a single node with plugin-based extensibility and multi-protocol...

agent skills for vibe motion

Visual skill manager for AI agents. Desktop app and TUI.

A collection of Codex/agent skills for planning, documentation access, frontend development, and browser automation.

Frappe UI provides a set of components and utilities for rapid UI development. Components are built using Vue 3 and Tailwind. Along with generic components like Button, Link, Dialog, etc.

vet supports special mode for Agent Skills. Run vet scan --agent-skill to scan an Agent Skill hosted in a GitHub repository.

Foundation Lab is a native iOS and macOS workbench for learning, testing, and shipping with Apple's Foundation Models framework.

About • How It Works • Documentation • Quickstart • Skills • Templates

The official place to start playing the Numerai tournaments.

A cross-platform desktop app (Tauri + React) for installing, organizing, updating, and syncing Agent Skills to multiple AI coding tools' global or project-level skills directories.

EvoSkill: Automated Skill Discovery for Coding Agents

本项目围绕吴恩达老师在 DeepLearning.AI 推出的 Agentic AI 系列课程,致力于为中文学习者提供高质量的课程内容翻译、系统化的知识梳理、关键概念解析以及配套示例代码的详细解读。项目不仅帮助学习者跨越语言障碍,更通过结构化整理与实践引导,深入理解“智能体”(Agent)在现代 AI 系统中的核心作用,掌握构建自主、协作、推理型 AI 应用的关键方法。