{"repo":"shinzo-labs/shinzo-py","free":true,"listed":false,"github":"https://github.com/shinzo-labs/shinzo-py","clone":"git clone https://github.com/shinzo-labs/shinzo-py.git","description":"Python SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with any OpenTelemetry ingest service including the Shinzo platform.","language":"Python","stars":13,"topics":["ai","ai-agents","analytics","framework","infrastructure","instrumentation","library","mcp","mcp-server","mcp-tools"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Shinzo Python SDK: Complete Observability for MCP Servers The SDK provides OpenTelemetry-compatible instrumentation for Python MCP servers. Gain insight into agent usage patterns, contextualize tool calls, and analyze performance of your servers across platforms. Instrumentation can be installed in servers in just a few steps with an emphasis on ease of use and flexibility. Explore the docs » Installation The Shinzo Python instrumentation library works with Python MCP servers built with the core MCP SDK or FastMCP. Simply install the base package: Quick Start Choose the example that matches your MCP SDK: FastMCP Example MCP SDK Example SDK Compatibility Shinzo automatically detects and instruments your MCP server regardless of which SDK you use: SDK Detection Method Decorator Use Case ----- ----------------- ----------- ---------- FastMCP server.tool attribute @mcp.tool() Simpler API, modern Python patterns, recommended for new projects Traditional MCP server.call tool attribute @server.call tool() Standard MCP specification, more configuration options Both SDKs receive the same comprehensive instrumentation with no additional configuration needed. Features - 🔍 Automatic Instrumentation - Zero-code changes for basic tracing across both FastMCP and Traditional MCP - 📊 Rich Metrics - Track request duration, error rates, and custom metrics - 🔐 PII Sanitization - Built-in sensitive data protection - 🎯 Session Tracking - Correlate all requests in a user session - ⚡ High Perfor","default_branch":null,"files":null,"tree":[],"storefront":"/r/shinzo-labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shinzo-labs/shinzo-py/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}