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MCP servers tagged instrumentation
15 live MCP servers tagged "instrumentation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with instrumentation.
Shinzo Ts
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platfo…
Shinzo Py
Python SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms.…
Loongsuite Go
OpenTelemetry Compile-Time Instrumentation for Golang
Analytics
MCP analytics wrapper SDK that instruments MCP tool declarations with telemetry.
Frida Analykit
Frida 工具包 - 主要面向安卓端逆向，解决frida环境版本管理和对Agent端常用底层工具方法封装，支持MCP。（目前主要由AI开发维护代码）
autotel
OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support
Autolemetry
OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support
Autotel MCP Instrumentation
OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support
Mcpsignals
Drop-in instrumentation for MCP servers. Writes tool-call events to a warehouse you own.
Logger Action
GitHub Action for MCP server observability — instrument your MCP server with logging, traces, and error diagnostics in CI/CD
Chaoscart
ChaosCart is a full-stack e-commerce observability sandbox built for the Agents of SigNoz hackathon. It combines a production-grade merchant platform with a deterministic chaos fa…
Figma Taxonomy Gen
Generate event taxonomies from Figma designs. Configurable naming, Excel/CSV/JSON/Markdown exports, drift checks, and optional MCP/AI.
Strumentazione
MCP servers to control lab instruments in natural language from Claude: a Tektronix TBS2204B oscilloscope (Ethernet/LXI) and an HP bench (6632A PSU, 6060B e-load, 5334B counter, 3…
Scrapeless Browser Instrumentation
Stealth Chrome DevTools Protocol instrumentation for reverse-engineering hostile client-side JavaScript — anti-bot, captcha, fingerprinting and payment SDKs. Invisible hooks, capt…
Pyvisa MCP
MCP server for PyVISA — let AI tools discover and control oscilloscopes and other VISA instruments over LAN, USB, GPIB, and serial.