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MCP servers tagged observability
154 live MCP servers tagged "observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with observability.
Server Dataset
MCP server for the Scalyr/DataSet log management API
Autotel MCP Instrumentation
OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support
Dor Coralogix MCP Server
Model Context Protocol server for Coralogix log querying and analysis
Spy
Free & open-source observability proxy for the Model Context Protocol (MCP). Intercept, inspect and replay MCP traffic in real time — right in your terminal.
Tool Feedback
Structured agent feedback for MCP servers.
AI Dashboard
Operator dashboard for an AI nervous system — organ health, network log, SSE feed, design-system preview, architecture viewer. Stitches ai-mind/senses/memory/knowledge/constitutio…
Log10x
Log10x MCP Server — per-pattern log cost attribution, root-cause investigation, pasted-batch triage, archive query/backfill, and cross-pillar correlation against customer metric b…
TokenTrace
Automatic session recording for coding agents: transcripts, token cost, and git diffs saved locally.
Agent Runbook
MCP server for agent-runbook-generator — Model Context Protocol tool registry
LLM Cost Telemetry
MCP server exposing LLM cost telemetry as Model Context Protocol tools
Classifier Evals MCP Server
MCP server exposing classifier evaluation tools
Mcpobs
Local-first proxy and trace viewer for the Model Context Protocol (MCP). See every JSON-RPC message your AI agents send.
Replay
Transparent proxy for MCP servers — records every AI agent tool call and lets you browse, debug, and replay sessions in a live web UI.
Tape
Stdio proxy for MCP servers that logs all JSON-RPC traffic to a replayable trace file.
Server Engine
MCP server framework with Express, middleware pipeline, and tool orchestration
Pi Plugin
Use Datadog directly in the Pi coding agent through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation. This plugin…
Otel
W3C Trace Context bridge for the Model Context Protocol — propagate traces through MCP _meta and emit OpenTelemetry spans so Host -> MCP server -> tool -> downstream shows up as o…
Audit Otel
Vendor-neutral MCP audit-event schema + OpenTelemetry emitter + middleware that maps each Model Context Protocol call to SOC 2, HIPAA, CMMC/NIST 800-171, and DORA controls.
Opentel
One-line OpenTelemetry instrumentation for Model Context Protocol (MCP) servers
Warden Gateway
Warden — an open-source MCP gateway. A control plane for AI tool access: security screening and observability for Model Context Protocol servers.
Mcpscope
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface o…
Jaeger MCP Server Rs
MCP server for Jaeger distributed tracing (Rust binary)
Lumics
Model Context Protocol server for the Lumics network monitoring platform. Community project, not affiliated with or endorsed by Lumics or NetCuras.
Nexthink MCP Server
Enterprise-grade Model Context Protocol (MCP) server exposing Nexthink DEX telemetry (saved NQL API queries), Remote Actions, and engagement workflows to LLM agents. Targets MCP s…
Gt8004 SDK
Official Python SDK for GT8004 — AI agent observability with MCP, A2A, x402 payment tracking. FastAPI, Flask, FastMCP middleware included.
Toad Eye
OpenTelemetry observability for LLM systems — auto-instrumentation (OpenAI, Anthropic, Gemini, Vercel AI SDK), cost tracking, budget guards, agent tracing, OTel GenAI semconv, 8 G…
Netspy
A unified CLI tool that provides both direct network telemetry querying and MCP (Model Context Protocol) server capabilities for real-time network connectivity analytics and AI-po…
Honeybadger MCP
Honeybadger MCP is a Node.js-based integration that connects Honeybadger error tracking with the Cursor IDE via the MCP (Machine Control Protocol) interface. This tool enables dev…
Shark Viewer Vscode
MCP Shark Viewer integrates MCP Shark into VS Code/Cursor so you can inspect MCP traffic without leaving your IDE
webaesbyamin/agent-receipts
constraints, chains, AI judgment, invoicing, local dashboard.
Observability MCP
FastMCP 3.2 observability server for monitoring MCP ecosystems with OTel and Grafana
Eventloom
Eventloom is a local-first TypeScript runtime for multi-agent systems built around an append-only event log.
Claude Code Lens
Local monitor for Claude Code API traffic, logs, prompts, and tools
Jwrede/llmprobe
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang,…
Rag Forge
Production-grade RAG pipelines with evaluation baked in
Stoic Agentos
The Operating System for AI Agent Fleets - monitor, orchestrate, and persist knowledge across your AI agents from a single dashboard.
Atelier
Open-source context runtime and governance layer for coding agents. MCP server + Python SDK (Anthropic, LangChain, OpenAI Agents, Google ADK) with shared procedures, failure rescu…
enmanuelmag/heimdall-mcp
mcp`
Spanly
Observability for MCP servers and AI agents. TypeScript SDK, Python SDK, and CLI.
Clawforge
Enterprise and government control plane for AI agents and MCP servers: govern, secure, observe, and audit. Rust, multi-provider (incl. major Chinese models).
Fascicle
Compose agents like plain values. A TypeScript toolkit that wires LLM calls, tools, and functions into typed steps over eight providers. No framework, no ambient state.
Rewynd
Zero-config, OTLP-native flight recorder for your backend. Records every request, query, job, and exception — correlated — into a beautiful TUI, a JSON CLI, and an MCP server your…
Uptimepage
Open-source uptime monitoring with a built-in public status page. HTTP/TCP/DNS/TLS + domain-expiry checks, automatic incidents, subscribers, multi-region probes, alerts (Slack/Tel…
Rlg
Near-lock-free structured logging for Rust. A 10-crate workspace: MCP server (Claude Desktop, Cursor, mcp.run), OTLP/HTTP exporter, Tower middleware, WebAssembly bindings, PII red…
Causari
Intent-addressable code for AI agents. Causari records every action an agent takes on your codebase - the prompt, model, reads, writes and reasoning - and lets you trace, diff, re…
Jvmlens
LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…
DiagSession MCP
A production-grade Model Context Protocol (MCP) server for analyzing Windows ETL trace files from .diagsession archives. Built with clean architecture principles and enterprise be…
Mcptail
See what your AI agent is actually doing. Passive traffic capture, token cost & replay for MCP servers — one command.
Telemetry Diet
Find telemetry you can safely trim - locally, read-only, with drafts you review and apply.
argosvix/mcp-server
server`.