Which MCP servers are currently ready to use?
Filesystem Operations, Local References, and MCP Oops are marked as ready (✅). Doc Store Vector Search and MCP Utils are under development (🚧).
@strawgate
基本信息
Assorted Python MCP Servers
工具列表暂未提供
当前收录暂时没有可展示的工具列表,不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
Py Mcp Collection is a repository containing multiple MCP (Model Context Protocol) servers designed for AI coding assistants. It currently includes three ready-to-use servers—Filesystem Operations, Local References, and MCP Oops—along with others under development.
Use the individual MCP servers by following their respective README files for installation and configuration instructions. The README provides links to each server’s detailed documentation.
Filesystem Operations, Local References, and MCP Oops are marked as ready (✅). Doc Store Vector Search and MCP Utils are under development (🚧).
MCP Oops is a wrapper server that allows you to modify the behavior of another MCP server, such as limiting response sizes, hosting multiple servers on a single port, or changing tool names and descriptions.
It performs bulk file and folder operations with centralized exception handling, including reading, previewing, searching, and summarizing code and text to help find relevant files.
Local References enables you to expose existing documentation files in your project as “Best Practices” or “How To” guides for an AI coding assistant.

A good sequence diagram can solve almost any communication problem in engineering. Volley lets your agent write them as plain text, with the real request and response payloads on every arrow. It checks its own syntax wi

Connect your AI assistant to your own YOUB endurance training account. Read recorded activities with full analysis, planned sessions, race goals, wellness (HRV, sleep, resting HR) and your athletic profile. Create or mov
Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea

See and control a real Windows PC you own — from any MCP client, locally or remotely. Observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH: your machine, your key.
🚀 The fast, Pythonic way to build MCP servers and clients.
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