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 (🚧).
Py MCP Collection
@strawgate
Basic information
About Py MCP Collection
Assorted Python MCP Servers
Py MCP Collection config
No standard config provided
This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.
RepositoryPy MCP Collection tools
Tool list not available yet
This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
Overview
What is Py Mcp Collection?
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.
How to use Py Mcp Collection?
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.
Key features of Py Mcp Collection
- Filesystem Operations: Bulk file read, preview, search, and summarization.
- Local References: Expose project documentation as best practices.
- MCP Oops: Wrapper to modify other MCP server behavior.
- Doc Store Vector Search: Store and search documents in a vector store (🚧).
- MCP Utils: Library providing utilities for MCP servers (🚧).
Use cases of Py Mcp Collection
- Find relevant files in large codebases using bulk preview and summarization.
- Guide AI coding assistants with project-specific “How To” guides and best practices.
- Modify tool names, descriptions, or add pre/post hooks to existing MCP servers.
- Store and search documentation via vector search for quick retrieval.
Frequently asked questions
What does MCP Oops do?
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.
What does Filesystem Operations provide?
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.
How does Local References work?
Local References enables you to expose existing documentation files in your project as “Best Practices” or “How To” guides for an AI coding assistant.
More Other MCP servers
Activepieces
activepiecesAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
23.2K
N
Next Generation Movers: free moving quotes (remote MCP)
Next Generation MoversFree moving quotes for AI agents from Next Generation Movers, a licensed interstate mover (USDOT 3764697). US long-distance nationwide and local DC/MD/VA. Indicative ballpark price and booking options; optional $0.01 x40
Health by Dr Brad
Dr Brad StanfieldHealth by Dr Brad works out a health plan from your own results: which screening is due at your age, and evidence-based suggestions, each with the reason and the published guideline or study behind it. Your record is one
Screenpipe
screenpipeYC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
22.0K
FastMCP v2 🚀
jlowin🚀 The fast, Pythonic way to build MCP servers and clients.
26.0K
Comments