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MCP servers tagged opentelemetry

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

275
live servers
38
avg trust
910
most stars
151

Mocapi

An enterprise-grade Spring Boot framework for stateless Model Context Protocol (MCP) servers in Java (MCP 2026-07-28). OAuth2 resource server, per-handler authorization, OpenTelem…

34
152

TheBlacklisted NitroStack

Protocol-0 is an MCP (Model Context Protocol) server that gives AI assistants, Claude, Cursor, ChatGPT, NitroChat, or any MCP-compatible client, real authority to act as your Site…

34
153

Optim Engine

Production OR-Tools optimization service exposing 11 tools across 4 intelligence levels (scheduling, routing, packing, sensitivity, robust, stochastic, Pareto, prescriptive). Dual…

34
154

Commit Relay

Autonomous multi-agent AI platform for GitHub repository lifecycle management. MoE routing, self-healing workers, LLM mesh gateway, RAG-enhanced context, enterprise governance. [A…

34
155

Enterprise AI Accelerator

AI-native unified cloud governance platform — multi-cloud discovery, 6R migration planning, IaC security, FinOps, compliance audit, and executive AI chat. Built on Claude Opus 4.7…

34
156

AI Runtime Meter

AI Runtime Meter gives developers a live token, cache & cost meter for Claude Code. Shows tokens, cache, model, source , cost and session totals per request. Run from any terminal…

34
157

Ctrlrun

The execution safety layer for AI agents.

34
158

Agenterr

Self-hosted error and log tracking with an MCP server built in. One Go binary: OTLP and JSON ingest, issue grouping, search, REST API, minimal web UI.

34
159

Yokai MCP Template

MCP server template based on the Yokai Go framework.

34
160

Apitoolkit

APIToolkit (Monoscope) — independent third-party profile of a public API surface, by API Evangelist. APIToolkit (now Monoscope) is an open-source-friendly API observability and mo…

34
161

Luna Agents

Luna Pipes: a concatenative AI shell language. 358 verbs composed via >>. AI honesty auditor (/ll-no-bluf), agent scaffolder, 21 stack-aware doctors, evidence-weighted voting swar…

34
162

Readproof

Readproof — the lockfile and replay primitive for what AI agents read: stable identity, freshness policy, content-addressed snapshots, per-run manifests, diff, byte-exact replay,…

34
163

Aient MCP

Aient AI — MCP server for AI SRE: ask what's broken in production, get a reviewed GitHub fix PR. Remote HTTP MCP over OAuth (+ x402 wallet transport).

34
164

AgentAction

Trust infrastructure for autonomous AI agents: decision assurance, action authorization, runtime controls, and verifiable lifecycle evidence.

34
165

Spring Load Development

Java microservices sample application built with Spring Boot

34
166

Fastapi MCP Router

Expose MCP tools from your FastAPI app without adopting a separate framework.

34
167

Autoagent

Zero-dependency LLM agent runtime — tool use, MCP, sandboxed self-written tools, checkpoint/resume, approval gates, bi-temporal fact memory, code-level guards (context bounds, loo…

34
168

Stella Incident Profiler

Open-source JavaFX desktop and MCP-enabled incident profiler for AWS-hosted Java web applications using JFR, OpenTelemetry, CloudWatch, ALB logs, and Aurora metrics.

34
169

Janusly

Janusly — AI operator for business workflows. Design, run, recover and operate workflows from one Go executable: React control plane, PostgreSQL as the durable queue, MCP client +…

34
170

A2a Otel Kit

Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.

34
171

Funcdock

Self-hosted Node.js FaaS platform — run dozens of functions in a single container with zero cold starts, hot reload, and automatic MCP tool exposure for AI agents. Built-in React…

34
172

Deepcube MCP Server

Open-source Model Context Protocol (MCP) server to query your application telemetry in natural language from VS Code and GitHub Copilot agent mode.

34
173

AIObservability3.0

End-to-end Dynatrace observability for agentic AI workloads - services, agents, tools, prompts, models, topology, FinOps. Detects orchestration overhead vs substantive agents, sur…

34
174

Mcptrace Rs

Observability proxy and OpenTelemetry exporter for MCP servers — trace tool calls, measure latencies, enforce SLO budgets. Single Rust binary.

34
175

Mcpshield Runtime

Open-source Rust runtime sandbox for MCP servers — capability allowlists, outbound proxy filtering, DLP, HMAC policy snapshots, OTel GenAI telemetry. NSA May-2026 aligned.

34
176

Multi Agent Credit Desk

Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.

34
177

Spring AI Otel Example

Spring AI chat app that queries Grafana over MCP and exports its own telemetry to the official OpenTelemetry Collector. Notes on where Spring AI diverges from the GenAI semantic c…

34
178

Agent IA

Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.

34
179

Maf Book

A practitioner's guide to Microsoft Agent Framework 1.0 for .NET: agents, tools, MCP, graph workflows, orchestration and observability. LaTeX source, free PDF built by GitHub Acti…

34
180

Kubit AI Inc

Kubit AI, Inc. — independent third-party profile of a public API surface, by API Evangelist. Kubit is a warehouse-native digital analytics platform that runs product analytics dir…

34
181

Celery Root

Celery Root is a multi-worker monitoring, management, and visualization tool for Celery. It ships with a Django-based UI, a lightweight event listener/collector, and helper utilit…

34
182

Prometheus Monitoring Exporter

Prometheus-monitoring-exporter

34
183

Helix.go

Go library for building observable microservices — REST, GraphQL, MCP, Temporal, and more — with built-in OpenTelemetry tracing and zero boilerplate.

34
184

Obs Unified

Self-hosted observability for agentic debugging: traces, logs, replay, AI cost, Agent Action Graphs, MCP, profiles, and usage analytics in one evidence graph.

34
185

AI Security

Open-source, self-hosted Fastest AI security gateway for LLM and agent apps: guardrails, agentic PDP, semantic caching, MCP gateway.

34
186

Intent Eval Lab

Vendor-neutral research umbrella for measuring AI plugin, agent, and MCP server quality across CLI runtimes (Claude Code, Gemini CLI, Copilot CLI, Codex CLI).

34
187

Flightrules

Turns SigNoz traces into deterministic release contracts that catch skipped checks, duplicate side effects, unknown tool paths, and behavioural drift before an AI-agent canary rea…

34
188

Wedx Chat Completion

Chat Completions engine with function calling, streaming, Semantic Kernel/Azure, and full observability

34
189

Multi Agent System A2a MCP

A production-style multi-agent system that generates context-aware briefs. Built on MCP + A2A, with persistent memory (Chroma), dynamic tool routing, self-critique, distributed tr…

34
190

SimTrace

Traceable, tool-building discrete-event simulation toolkit for SimPy models, exposed over MCP.

34
191

Decision Trace Reconstructor

Post-hoc trace reconstruction for AI agents: turns raw runtime traces into per-property reconstructability reports naming evidenced, missing, and opaque decision facts.

34
192

Electripy AI

Open-source AI Application Runtime for reliable, observable, and governable production AI systems.

34
193

ChronoLens

Closed-loop predictive SRE control plane built on SigNoz. Forecasts SLO breaches from real p99 traces, takes a reversible action, then proves from measured telemetry that the outa…

34
194

NexusAIAgentFramework

Durable, auditable AI agent runtime with human approval gates, budgets, replay, MCP support and the Open Agent Run format.

34
195

Oc Runtime

Observable and governed Workflow Agent platform for enterprise automation.

34
196

Pingops

Open-source observability for external APIs — OTLP ingest, multi-tenant dashboard, alerts, and analytics.

34
197

PipelineGuard

Unreal Engine 5.6 content validation plugin with a .NET 8 CLI/API, OpenTelemetry, and read-only MCP tooling.

34
198

Oss Cash Lab

Six monetizable OSS bets: MCP SDK gen, gateway, agent CI, AI-BOM, OTel cost, CN IM agents.

34
199

Causalwire

Local MCP stdio flight recorder that finds the first broken causal edge and exports OpenTelemetry evidence.

34
200

Otel Polyglot

A polyglot project for validating OpenTelemetry SDK implementations across multiple languages using identical API endpoints that emit consistent telemetry signals for testing obse…

34
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