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MCP servers tagged telemetry

13 live MCP servers tagged "telemetry", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with telemetry.

13
live servers
46
avg trust
870
most stars
1

openinference-instrumentation

git+Arize-ai

OpenTelemetry Instrumentation for AI Observability

★ 870updated 6 months ago
87
2

Shinzo

shinzo-labs

Complete observability platform for AI agents and MCP servers. Improve your AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patt…

★ 31updated 6 months agoNOASSERTION
64
3

Openinference Instrumentation

OpenInference instrumentation for MCP

62
4

Analytics

embeddedlayers

MCP analytics wrapper SDK that instruments MCP tool declarations with telemetry.

★ 2updated 11 months agoNOASSERTION
57
5

Rezolus

High-resolution, low-overhead systems and service telemetry

52
6

LLM Cost Telemetry

MCP server exposing LLM cost telemetry as Model Context Protocol tools

37
7

Somamcp

Framework for building MCP servers with telemetry, introspection, and backend abstraction

37
8

Agent Connector

SDK/runtime for branded MCP packages: declare your server + hooks once, install across the current AI-agent coverage matrix, and collect local-first token telemetry.

37
9

Client Registry

Community registry of MCP clientinfo.name values with official names and metadata for reporting and insights.

34
10

Wpilog MCP

Conversational FRC telemetry analysis with built-in guardrails against LLM overconfidence. MCP server for WPILib and REV logs.

34
11

Spanly

Observability for MCP servers and AI agents. TypeScript SDK, Python SDK, and CLI.

34
12

LLM Kernel

Rust foundation library for AI-native apps — 16-provider catalog, async LLM client, MCP server, knowledge graph, local ONNX embedding (44 models), and safety utilities

34
13

Telemetry Diet

Find telemetry you can safely trim - locally, read-only, with drafts you review and apply.

34
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