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MCP servers tagged telemetry
51 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.
openinference-instrumentation
OpenTelemetry Instrumentation for AI Observability
Shinzo
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…
Openinference Instrumentation
OpenInference instrumentation for MCP
Analytics
MCP analytics wrapper SDK that instruments MCP tool declarations with telemetry.
My Pi
Composable Pi coding agent with MCP, LSP, agent chains, prompt presets, and local eval telemetry
Rezolus
High-resolution, low-overhead systems and service telemetry
Otelyssey
OpenTelemetry plugins for every coding agent, in the Agent Plugins format — a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows you…
Bar Observatory
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
AgentProvenance
Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidence graphs for risk, forensics, and audit.
LLM Cost Telemetry
MCP server exposing LLM cost telemetry as Model Context Protocol tools
Somamcp
Framework for building MCP servers with telemetry, introspection, and backend abstraction
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.
Genpark Robotics Quadruped Gait Telemetry Analyzer Skill
Real-time quadruped robot gait telemetry analyzer & stability evaluator (Unitree / Boston Dynamics)
PurpleSector
An AI-powered telemetry analysis tool for Assetto Corsa that helps drivers improve their lap times through real-time data visualization and intelligent coaching suggestions.
Gemini Agent
Local-first Gemini coprocessor for Codex: context packs, diff reviews, visual gates, design drafts, and opt-in telemetry.
Glasshouse
Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attributio…
Shopify Dev MCP Changelog
Shopify's Dev MCP server ships almost weekly with no release notes or source link. This repo records every published version of @shopify/dev-mcp, diffs its tools and telemetry, an…
Streaming Telemetry MCP
Model Context Protocol (MCP) Server exposing HLS manifest inspection, SSAI ad marker validation, and playback QoE triage tools to AI agents.
Client Registry
Community registry of MCP clientinfo.name values with official names and metadata for reporting and insights.
Wpilog MCP
Conversational FRC telemetry analysis with built-in guardrails against LLM overconfidence. MCP server for WPILib and REV logs.
Spanly
Observability for MCP servers and AI agents. TypeScript SDK, Python SDK, and CLI.
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
Telemetry Diet
Find telemetry you can safely trim - locally, read-only, with drafts you review and apply.
Beamng MCP
Your AI race engineer for BeamNG.drive — MCP server: lap timing, telemetry analysis, driver coaching, setup tuning and overnight setup sweeps for the stock Steam game (no BeamNG.t…
Fastf1 MCP
MCP server with 17 analysis tools for FastF1's telemetry data for Formula One races from 2014 - current
Pulsetel
Real-time project health for AI agents and developers. One command to check CI, deploys, endpoints, dependencies, and issues.
ProcWitness
Passive process forensics for Windows, Linux and macOS. Records process behavior locally and produces an AI-ready evidence bundle.
Guppi
GUPPI (General-purpose Unifying Pluggable Intelligence) — Local agentic sidecar daemon, Lossless Semantic Tree memory engine, and telemetry deck.
Detect
Open-source MCP abuse-detection lab with reproducible rules, corpora, and coverage limits
Git Telemetry MCP
a development time machine for AI assistants
Macos Telemetry
Native local-only macOS telemetry MCP server with 12 read-only tools
The AI Engineer
The AI Engineer capstones: gradient descent, deep learning, and transformers from scratch, culminating in an agentic MCP-based incident-command system with telemetry and replay.
Tatc MCP
MCP server for satellite ground-track generation with TAT-C and CelesTrak.
Skill Attic
📦🧹 The garbage collector your agent skills always needed. Telemetry, scoring, tiering, and archive for AI agent skills.
Yii3 MCP Telemetry Bridge
Tracing and metrics for MCP servers: spans and RED-style metrics for every yii3-mcp tools/call via rasuvaeff/yii3-telemetry and rasuvaeff/yii3-metrics
Telemetry MCP
Read-only MCP server querying a configurable metrics backend (BigQuery-ready), schema-agnostic, offline-testable.
Wild Rails AI Ops
Stop hand-rolling agent-safety code in every Rails app. Wild gives Rails teams 10 production-ready Ruby gems for safe AI-agent ops: capability gating, audited execution, MCP serve…
A MCP Runmeter
MCP server for LLM and agent run telemetry: cost, tokens, latency, and reliability observability
Agent Trust Suite
Trust infrastructure for multi-agent systems. Define contracts. Observe behavior. Verify traces.
Statepulse API
Pay-per-call live telemetry, environmental metrics, transit state vectors, and real-time utilities for AI agents using x402 and MCP.
Scitex Orochi
Agent communication hub for the SciTeX fleet
Conviva
Conviva — independent third-party profile of a public API surface, by API Evangelist. Conviva is the streaming-media and digital-experience analytics company behind Experience-Cen…
Trackrival MCP
Official Model Context Protocol (MCP) server for TrackRival — Real-time SaaS pricing telemetry, tier limits, and competitor comparisons for AI agents.
Coroner
Local post-mortem triage for iOS telemetry (.ips + MetricKit) — symbolicate, cluster, version-journal, and let coding agents query it over MCP. Zero dependencies.
Race Telemetry Workbench
Local F1 telemetry workbench — imports FastF1 race data into TimescaleDB, served via a .NET Query API + MCP server, with a MAUI desktop replay UI and a grounded AI race analyst.
Telemetry MCP Okahu
Self-healing AI agent that fixes a buggy Text-to-SQL API using only Okahu Cloud traces via the hosted Okahu MCP (Monocle + GPT-4o + FastAPI)
Racing Telemetry Visualiser
Full-stack iRacing telemetry platform: real-time ingest, DuckDB/Parquet storage, a MoTeC-i2-style web analysis UI, and a tiered AI race engineer (MCP + multi-agent Claude + evals).
Turnscope
Local observability TUI for Codex sessions: timelines, tool I/O, Skills, MCP, tokens, and critical-path latency.
Trucksim MCP
MCP server for Euro Truck Simulator 2 / American Truck Simulator telemetry + driving analytics, with a headless Claude analytics agent. Read-only, Family-A.
Cost Of Looking
An AI agent's B-Side No.1 submission - its own real API-call telemetry, watched by a rule frozen before the build began. Two of three conditions couldn't survive honest calibratio…