Monitoring & observability MCP servers

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

Framework-aware code intelligence: 81 languages, 87 frameworks, 177 tools, 40–50% fewer tokens

17 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires

A Model Context Protocol (MCP) server implementation that provides AI agents with programmatic access to Prometheus metrics via a unified interface.

Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.

🫖 Status page with uptime monitoring & API monitoring as code 🫖

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it writes, and the result is verified against your spec after, so those three are earned, not assumed. First L4 implementation of the Ironclad standard.

WA highway conditions, ferry schedules, vessel locations, toll rates, and border waits via MCP.

Get US weather forecasts, active alerts, and current observations.

Real-time transit stops, routes, arrivals, vehicle positions, and schedules via OneBusAway APIs.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

Live crypto data: funding rates, funding arbitrage, OI pressure, Fear & Greed. Free, no API key.

Plan US National Park Service trips — parks, alerts, campgrounds, things to do, events.

NOAA SWPC space weather: storm scales, Kp index, aurora forecasts, solar wind, activity, alerts.

Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

Verify x402 payment endpoints before an AI agent pays: scam scan, on-chain checks, trust scores.

Query 190 Apple Health metrics from any MCP agent: zero-dependency, read-only, local-first.

Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a complete REST API and many more!

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

The agent's workshop — a local, open-source MCP server for Claude Code & Codex: a memory, a runtime, and a place to build things that persist after the chat ends — chatbots, apps, connected services, walkable worlds, music, and games. Self-hosted, keyless-first, no telemetry.

Crypto market intelligence: prices, funding rates, narratives, regime, and delta-neutral research.

Mine your local AI coding session logs into a profile your agent loads before every task.

Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN

AI-native service workbench: MCP server + shared daemon for Claude Code, Codex, and Gemini. CLI, TUI, and web dashboard for running services, logs, git, and databases.

Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots

A read-only Kubernetes MCP server: list resources, get resource details, retrieve pod logs, discover API resources, and perform base64 encoding/decoding operations - all while maintaining security through read-only access.

MCP server for Home Assistant — lets AI agents author and validate HA configuration and automations (entities, templates, traces, energy, ZHA, HACS) with a strict no-device-control boundary

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

Live operational + integration registry for Bittensor subnets: APIs, schemas, health.

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

MCP Tools panel for the DeepSeek Harness Web GUI: every MCP server & tool in your session, grouped by server, with JSON schemas, live search and last-used times from real session logs.

Washington Metro real-time + static rail/bus data. Free key required.

MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents

1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via MCP.

High-precision finance & business calculations for AI agents — exact decimals, never floats.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. Connect Claude or any LLM to your SOC. OAuth 2.1, RBAC, multi-cluster, air-gap ready.

Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher

MCP server for Google Lighthouse performance metrics

Deterministic what-if & scenario simulation for AI agents: projections, sensitivity & break-even.

Find and vet x402 payment APIs before your agent pays one: uptime, price, on-chain volume.

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

Turn a trip planned in conversation into a private, editable map link you hand the person.

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.

Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

An MCP ( Model Context Protocol ) Server for Grafana Loki

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

MCP server that exposes the Langfuse REST API as tools — query traces, observations, sessions, scores, prompts, datasets, and metrics from any MCP client.

Weather forecasts from MET Norway (Yr): geocoding plus hourly forecasts worldwide.

Base bytecode capability observations, proxy resolution, gas, DEX, and transfer telemetry.

Verdict, the due-diligence house for DeFi: keyless ratings, methodology and a hack incident feed.

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

Search your developer network and trace connection paths via GitHub & LinkedIn.

A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.

Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

Aether Wealth MCP for AI assistants: trades, alerts, market data, macro calendar & indicators.

MCP server for Runframe incident management covering incidents, on-call, postmortems, and more.

AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.

Monitor taken usernames and get alerted when they drop, plus handle, domain, and trademark checks.

15 Catalan portals + radio archive: gov, INE/REE/CNMC, CORA, Catalònica, radioteca.cat.

Track flight prices from Google Flights with this OpenClaw skill. Search routes, monitor prices, and get alerts when prices drop.

Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.

Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.

Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.

Uptime monitoring for developers — monitors, incidents, heartbeats and status pages

Token-level cost intelligence for AI coding tools — budget alerts, anomaly detection, and multi-tool tracking across Claude Code, Codex CLI, Cline, and Gemini CLI

MCP server for Withings health data — sleep, activity, heart, and body metrics.

Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight. Extracts concepts, measures grounding strength, preserves disagreement, traces everything to source.

OCD (Omni Coder Dashboard) v5.6.0 — AI memory engine with real semantic embeddings, 25 MCP tools, session guard, trace-to-evidence audit bot, Antigravity intelligence, cost visibility, smart routing, and proactive IDE interception. 100% local, zero API keys.

Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.

API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services via one URL. Monitor logs, track errors, and get alerts on API incidents.

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

Analytics MCP server for Clamp Analytics. Gives Claude, Cursor, VS Code, Windsurf, and Cline tools for traffic, pages, events, revenue, errors, funnels, cohorts, and alerts. Stdio + hosted Remote MCP.

Local MCP coding agent for ChatGPT Web: run files/commands on your own machine via the OpenAI Secure Tunnel, with a Windows tray app and metrics dashboard.

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

Read and manage Churnkey cancel flows, retention metrics, and payment recovery

Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

MCP server for React Native runtime debugging — gives Claude access to logs, errors, network, state, storage, and performance profiling from your running app

Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

Coding agents build full-stack apps in persistent workspaces and share them by link.

MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

Live California road conditions: CHP incidents, Caltrans closures, chain controls, and wildfires.

Drive Instavar Studio video jobs (create, render, approve, publish, metrics) with an API key.

MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.

🔐 The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.

Datasets for founders: directories, newsletters, and agencies, with metrics attached.

Agent emotional continuity with PAD state, trust, appraisal, and compact emotion logs.

Never lose a solution twice. Terminal note-taking app for developers. CLI notes, work logs, daily journal, with SQLite FTS search and MCP AI integration.

The team layer for AI coding agents: shared contracts, collision alerts, E2EE sessions.

Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP

A self-hosted knowledge broker for homelabs. Routes and fuses queries across Kiwix, FreshRSS, Open-Meteo, SearXNG, Uptime Kuma, and Home Assistant — and tracks what changed over time. REST API and MCP server, integrates natively with Open WebUI and Home Assistant.

US/HK markets — 163 tools: quotes, options, orders, fundamentals, screener, IPO, alerts, DCA & grid

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

11.3M entities, 10 countries, 12 tools. EU VAT (VIES), BORME, GLEIF, KYB. Free: 100 req/month.

MCP server for AI agents to explore SystemVerilog/Verilog netlists: trace connectivity, walk hierarchy, jump to source - without pasting RTL into context. Built on najaeda.

Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hosted on a $4/mo VM. No dashboards — your AI assistant sees production.

Your whole online presence in one sovereign Go binary — website, blog, PGP mail, E2E-encrypted chat, anti-DDoS bot shield, privacy analytics, one-click Tor .onion, and Stripe/PayPal/crypto monetization. No SaaS bills, no third parties, no telemetry. Own your content, your mailbox, your infrastructure.

Turn OpenAPI/Swagger services into managed MCP tools with a dashboard, authentication, path controls, and metrics.

C# MCP server exposing Windows ETW (.etl) trace analyzers — CPU, scheduler waits, image loads, file/disk/mmap/network I/O, memory resources, CLR runtime — over Claude Code, Codex, and other MCP clients. Common uses: app startup, slow process creation, AV/EDR stalls, disk regressions.

Open-source Hardware AI agent. Single Rust binary for cameras, sensors, robots, and IoT fleets — orchestrated by AI agents with memory and real-time telemetry. Runs on Jetson, Raspberry Pi, any Linux.

MCP server to allow LLMs to interact with a running Prometheus, Thanos, Alertmanager and optionally Tempo, OpenTelemetry Collector and Loki instances via the API

Uptime, API and server monitoring with outages, reporting, on-call and status pages.

Search 700+ DeFi vaults, compare risk scores, analyze protocols. No API key needed.

25 quant tools. The full 2026 fantasy draft board free — no key, no email. Kalshi & Polymarket.

Blackhat 2025 presentation and codebase: AI SOC agent & MCP server for automated security investigation, alert triage, and incident response. Integrates with ELK, IRIS, and other platforms.

Write detections, investigate alerts, and query logs from your favorite AI agents

Simple web-based ping & traceroute

A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager

Factorly is a local runtime for agent tool chains. It manages tool calls, injects credentials from an encrypted vault, enforces governance rules, and logs everything. Your agent sees workflows, tools, and data. Secrets stay secret.

Persistent MMORPG where AI agents play alongside humans. 12 tools, 4 resources; free, no pay-to-win.

Obfuscate Python before shipping; reverse-map tracebacks with your AI agent. No phone-home.

Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes.

Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP servers with security and observability, and bridges multiple transports (stdio, SSE, streamable HTTP).

Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.

Model inventory and governance: trace deployed models and their dependencies as an append-only log

Local-first, source-traceable agent memory — no LLM at ingest, fully offline

Community MCP server for ruyiPage browser automation, network inspection, fingerprint analysis, and WebDriver BiDi trace workflows.

Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots

Let your AI agent call your phone and talk to you — MCP servers for live, interruptible voice calls + tiered alerts, using free self-hosted pieces (pjsua2 + whisper.cpp + Linphone). No paid telephony, no extra API key.

Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.

Solana pre-trade safety for AI agents: cabal, bundle, dump, deployer & honeypot in one verdict.

Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.

MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly non-production. Designed for use with Claude and other LLMs.

Deploy one MCP to every agent CLI. Write your server + hooks once with defineConnector() → native config, plugin & marketplace across 42 agent CLIs (Claude Code, Codex, Cursor, Copilot, Gemini, OpenCode, Warp, Zed…). Built-in per-tool token telemetry. Apache-2.0.

Local-first, open-source AI agent desktop IDE. Autonomous subagents edit code, run terminal commands, and automate browsers natively on your machine with 100% privacy and zero cloud telemetry.

MCP server for analyzing Windows ETW (.etl) traces — xperf / native ETW / .NET sidecar + WPR & pktmon capture authoring

Local MCP server for AI team advice, multi-agent review, Compare, and traceable receipts

OeBB (Austrian Railways) train data: stations, departures, connections, service alerts.

Self-hosted AI knowledge base & long-form writing workbench — turn large document collections into traceable, structured documents.

Free: turn your AI chats into spaced-repetition vocabulary. 13 tools, reads and writes.

MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.

Self-hostable, open-source platform to deploy & share small static web apps ("canvases") inside your org — paste/drag/PUT a folder, get an instant secure URL. Five zero-config backend primitives (KV, files, AI, identity, realtime), an MCP server for AI agents, no telemetry.

Unofficial NTNU course data: search, timetables, grades, course info, and exam logistics.

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.

186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.

Visible AI-driven robotics demos powered by VLM policies, MCP skills, and AI coding agents. Reviewable HTML reports — frames, maps, tool traces, scores — instead of buried terminal logs.

MCP server for TYPO3 v13/v14 development — gives AI assistants like Claude Code live insight into TCA, database schema, sites, TypoScript, logs and the core changelog.

Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success claims need test evidence; your reverts are remembered. Local-only, stdlib runtime.

Security for AI agents & MCP — map how MCP servers, skills, and memory chain into exposure paths. Toxic-flow detection, cross-surface graph, drift & policy-as-code. Local-only, no telemetry.

Local Context Compiler (lcc): deterministic, local-first toolkit to clean, dedupe, structure, and measure prompt context before LLMs. Zero telemetry, no API key.

An MCP (Model Context Protocol) server for Rapid7. Allows Claude and other LLMs to query vulnerabilities, assets, and alerts directly from Rapid7 APIs.

Read-only MCP server aggregating your portfolio across EU wallets, exchanges and brokers for AI analysis. Data stays local, no telemetry.

Canadian contractor forms + tax tools: 126 cited forms, sourced 2026 tax estimates by province.

F1 race engineer for Claude — 79 tools for live timing, telemetry, strategy, and 75 years of history

Watchdog for unattended AI agents: alerts, evidence checks and a verifiable proof per run.

Read-only breach intel, full history 2007-today: reports THAT an org was breached, never the data.

Compress logs for LLM analysis — Rust-powered, Python API. 40-60% token savings.

Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.

US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.

Live and historical electricity prices and demand for 25 grids; carbon intensity for GB.

Real-time status & uptime monitoring for 200+ popular APIs — is it down, and how reliable?

MCP server for Datto RMM — devices, alerts, sites, jobs, and audit data.

Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace.

MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.

Summarize text or URLs into key points with compression ratio and reading time. x402 USDC.

Free fundamental stock & ETF analysis: 10-point score, verdict and key metrics for any ticker.

Independent AI-agent reviews: trust checks, evidence scorecards, incident registry, recommendations.

Gmail Postmaster Tools v2 — domains, traffic metrics, and compliance via your own Google OAuth.

Track large on-chain whale transactions on Ethereum and Base. x402 micropayment.

Bring your Garmin data to AI. An MCP server that bridges the garmin-grafana InfluxDB ecosystem with AI agents.

Local hardware intelligence for AI coding agents. Zero cloud. Zero telemetry.

Give your AI Agent a senior engineer's debugging brain. Runbook-driven incident investigation via MCP — evidence collection, decision rules, structured reports. No more hallucinated root causes.

XRPLOracle - 31 XRP Ledger tools: payments, DEX, AMM, hooks, NFTs, validators, DIDs.

SEC EDGAR MCP: search, preview, purchase filings. x402 USDC on Polygon. xpay + Cloud Run upstream.

MCP server for Duplicacy — monitor backup status and Prometheus metrics

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

semantic browser observation for AI agents via MCP, 100% local, zero telemetry

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

Free read-only crypto whale-tracking & market-data MCP tools across 14 chains. No auth.

ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).

Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.

271 agent-payable tools: competitive intel, finance, KYC, compliance, ESG. x402 per-call.

Read and act on your own Dynamite Circle membership data via the public DC Member API.

Amazon FBA arbitrage toolkit: product analysis, deal feeds, price alerts and sourcing management.

Peppol market intelligence and network monitoring: migrations, provider churn, leads, and uptime.

Find shopping deals, earn cashback, and redeem rewards across retail, dining, and travel brands.

Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, no signup.

Send mobile pings and route human questions, approvals, and handoffs from AI agents.

Crypto data & trading MCP with 43 tools: prices, DeFi, NFTs, Solana swaps. 11 tools free.

Polymarket integrity MCP — 28 tools for wallet risk, whales, UMA scans, SAR/STR reports.

Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.