Does this skill help with memory graph schemas?

Yes, it provides flexible Pydantic models that allow for 'extra' properties, enabling you to add arbitrary data to entities and relations without schema errors.

How does it handle long-running operations?

It utilizes asynchronous yielding and batch processing patterns, allowing the server to report progress and maintain responsiveness during intensive tasks.

Is the stdio transport more stable with this skill?

Yes, it includes a robust stdio server pattern with signal handling for SIGINT and SIGTERM, ensuring graceful shutdowns and error recovery.

What core problem does MCP Fastpath address?

It solves timeout issues and BrokenResourceErrors commonly found in the mcp-agent library by bypassing heavy workflow wrappers in favor of direct FastMCP tool registration.

MCP Fastpath

Name: MCP Fastpath
Author: plurigrid

byplurigrid

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API Development

Streamlines tool registration using direct FastMCP patterns to eliminate timeout issues and transport errors in AI agent workflows.

MCP Fastpath is a performance-oriented skill designed to optimize the Model Context Protocol (MCP) by bypassing complex workflow wrappers that frequently trigger timeouts and 'BrokenResourceError' in standard transports. It provides developers with a robust framework for serving lightweight, reliable tools—ranging from advanced mathematical computations like sheaf Laplacians to long-running batch processes—while maintaining a stable connection through hardened stdio handling and flexible, extensible data schemas.

Key Features

01Includes specialized patterns for topological data analysis and GF(3) logic.

02Offers flexible Pydantic schemas for dynamic memory graph entity registration.

03Hardens stdio transport to prevent and recover from BrokenResourceErrors.

04Bypasses workflow wrapper overhead to eliminate agent-client timeouts.

058 GitHub stars

06Supports asynchronous progress reporting for high-latency, long-running operations.

Use Cases

01Deploying computationally intensive mathematical tools without blocking the event loop.

02Fixing connection stability issues in mcp-agent implementations.

03Building extensible memory graphs that require flexible property schemas.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi mcp-fastpath

For use in Claude.ai and ChatGPT

Download Skill