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wonderwhy-er/DesktopCommanderMCP

增强的文件系统和搜索工具，以及特定于编码的命令和提示。(也含命令行功能)

Bebe

New AI Tools

Discover the perfect name for your baby with Bébé

Stock Guru

Expert financial analyst with concise reports by [Ashay Tejwani](https://www.linkedin.com/in/ashaytejwani/)

Fathom Lexicon

New AI Tools

Unlock the full potential of your text data with Fathom Lexicon

rustlink

small set of Rust tools to program STM32 devices

Beautygence

New AI Tools

Revolutionize Your Salon Experience with Beautygence's Virtual Try-On Tool

tivaapps

Example hello-world apps for Texas Instruments TI-RTOS for Tiva C using a Linux host

AWS Resources Operations

运行生成的 Python 代码以安全地查询或修改任何 boto3 支持的 AWS 资源。

Instructor

Most widely used library for structured LLM outputs — typed extraction from any model, 3M+ monthly downloads

Agentic Tool Use in Large Language Models (April 2026)

Comprehensive framework for understanding tool use in agentic systems — schema understanding, calling conventions, error handling, tool composition patterns

eyalzh/browser-control-mcp

与浏览器扩展配对，使 LLM 客户端能控制用户的 Firefox 浏览器。

Open, Reliable, and Collective: A Community-Driven Framework (April 2026)

OpenTools: standardized tool schemas and lightweight wrappers for plug-and-play use across agent frameworks; intrinsic evaluation suite tracking correctness, robustness, regressions

ZenML

与 ZenML MLOps/LLMOps 平台交互，管理机器学习流程。 (ZenML 官方)

getsentry/sentry-mcp

Sentry 官方集成，让 AI 通过自然语言查询错误、性能问题与发布信息，快速定位线上故障根因。

mem0ai/mem0-mcp

管理代码偏好和模式，支持语义搜索，方便在 IDE 中存取技术文档。 (Mem0 官方)

Semgrep

让 AI 代理使用 Semgrep 进行代码安全扫描。 (Semgrep 官方)

Namify

Business Tools

Discover Namify, an AI-driven platform designed to generate creative and unique brand names, helping businesses establish strong identities effortlessly.

knowlyr-sandbox

Code Agent 执行沙箱 — Docker 隔离、文件捕获、超时控制，为 LLM 代码代理提供安全的运行环境。

ForeverVM

在代码沙盒中运行 Python 代码。

StarVLA: Lego-like Codebase for VLA Model Development (April 2026)

Open-source modular VLA framework — swappable backbone (VLM/world-model) and action heads, cross-embodiment learning, unified evaluation across LIBERO, SimplerEnv, RoboTwin, RoboCasa, BEHAVIOR-1K

vivekVells/mcp-pandoc

使用 Pandoc 进行无缝文档格式转换（Markdown, HTML, PDF, DOCX, CSV 等）。

When Users Change Their Mind: Evaluating Interruptible Agents (April 2026)

Tests agent ability to handle user interruptions during mid-task execution — critical requirement for realistic deployment in dynamic environments

刚官宣支持MCP，就发布自家Agent协议（A2A），扒一扒Google暗藏的小心思

Google 开源智能体交互协议，与 MCP 互补协作