Monitoring & Observability MCP Servers — Page 2

1,236 published MCP servers in this category · page 2 of 21 · all categories

Ai Incident Db

AI Incident Database (AIID) MCP

Monitoring & ObservabilityRemote

AI Incident Law

Public-record corpus of AI litigation, regulation, and enforcement, anchored to EveryAILaw.

Monitoring & Observability

ai-incident-reporting-mcp

⚖️ Built by MEOK AI Labs / CSOAI. Need this applied to _your_ system fast? Book a 30-min Founder Office Hour (£29) → https://meok.ai/work · Full governance platform → https://meok.ai

Monitoring & Observability

Ai Incident Reporting MCP

Multi-regime AI incident classification + reporting MCP (EU AI Act Art 73, DORA, NIS2, GDPR breach). MIT

Monitoring & ObservabilityPython

Ai.matih

The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data.

DatabasesRemote

Aipatterns-mcp-server

Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes.

Monitoring & Observability

air-mcp

A Node.js server implementing Model Context Protocol (MCP) for Binalyze AIR, enabling natural language interaction with AIR's digital forensics and incident response capabilities.

Monitoring & Observability

Air MCP

Binalyze AIR MCP Server

Monitoring & Observability

AirROI Airbnb MCP Server

AirROI's Airbnb MCP server gives Claude, Codex, Cursor, VS Code and any other Model Context Protocol client 29 tools for Airbnb and short-term rental market data: occupancy, ADR, RevPAR, revenue…

Travel & HospitalityRemote

AirTrack

A Model Context Protocol (MCP) server for Apache Airflow that enables standardized access to DAG metadata, run status, and task insights, allowing seamless integration with MCP clients for…

Monitoring & Observability

Ai.sendraven

The SendRaven MCP server. Send email, read replies as threads, run campaigns and automations, and decide approvals, from any client that speaks the Model Context Protocol.

CommunicationRemote

AISentinel By BizDNAi

Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.

Developer ToolsRemoteGo

AIStatusDashboard

Read-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.

Monitoring & ObservabilityRemote

Ai.tuteliq

Tuteliq MCP Server brings AI-powered child safety tools directly into Claude, Cursor, and other MCP-compatible AI assistants. Ask Claude to check messages for bullying, detect grooming patterns, or…

Security & IdentityRemote

AIWebSignals

Public AI web-readiness scanner and machine-facing observability discovery service.

Monitoring & ObservabilityRemote

AkkruData

SEC filings, financial statements, metrics, insider and institutional holdings as structured data

Finance & Market DataRemote

Akshare-one-mcp

An MCP server based on akshare-one, providing comprehensive interfaces for China stock market data. It offers a set of powerful tools for retrieving financial information including historical stock data, real-time…

Finance & Market Data

Akshare One MCP

An MCP server based on [akshare-one](https://github.com/zwldarren/akshare-one), providing comprehensive interfaces for China stock market data. It

Developer Tools

Aks MCP

The AKS-MCP is a Model Context Protocol (MCP) server that enables AI assistants to interact with Azure Kubernetes Service (AKS) clusters. It serves

Cloud & DevOpsGo

Alchemy MCP Server

[!IMPORTANT] The legacy local MCP server has been retired. Its source code has been removed from this repository, and the @alchemy/mcp-server npm package will stop working on September 30, 2026. Use…

Blockchain & Web3Remote

Alertlogic-mcp

MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows

Monitoring & Observability

Alertmanager

Prometheus Alertmanager MCP Server for Claude AI integration

Monitoring & ObservabilityTypeScript

Alertmanager

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

Monitoring & ObservabilityPython

AlertOps

MCP server for AlertOps' incident alerting/on-call API.

Monitoring & Observability

Alibabacloud Observability

阿里云可观测 MCP Server 的 Go 语言实现,为 AI 模型提供对阿里云日志服务(SLS)和云监控(CMS)的结构化数据访问能力。基于 [Model Context Protocol](https://modelcontextprotocol.io/) 协议,可与

Monitoring & ObservabilityPython

alibabacloud-observability-mcp-server

📌 重要提示 本项目已使用 Go 语言重构。如需使用原 Python 版本,请访问 v1 目录: - 📖 v1/README.md - Python 版本文档 - 📦 Python 版本通过 pip install mcp-server-aliyun-observability 安装

Monitoring & ObservabilityRemote

Aliyun

interacting with Aliyun (Alibaba Cloud) services through This MCP server provides tools.

Monitoring & Observability

All-quiet

Manage incidents and on-call: list/create/update incidents, who is on call, on-call overrides.

Monitoring & ObservabilityRemote

Alphaforensics MCP

AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free

Monitoring & Observability

Amadeus

# Amadeus MCP Server This is a Model Context Protocol (MCP) server that connects to the Amadeus API to provide flight search, booking, and analysis

Developer Tools

Aml-ai-mcp

6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction monitoring, sanct...

Monitoring & Observability

Anakin

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

Browser Automation

Ankra

Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth.

Cloud & DevOpsRemote

AnomalyArmor

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

Monitoring & ObservabilityGo

Apache Airflow

A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a

Monitoring & ObservabilityPython

Apache Spark History

Connect AI agents and engineers to Apache Spark History Server for intelligent job analysis, performance monitoring, and investigation

Databases

Api

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

Developer ToolsTypeScript

Api200

API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services

Monitoring & ObservabilityRemoteGo

API Status Check

Live status probes plus published uptime and incident history for 280+ APIs and cloud services.

Monitoring & ObservabilityRemote

Apizone

Real-time status & uptime monitoring for 294 popular APIs — is it down, and how reliable?

Monitoring & ObservabilityRemote

Appcontrol MCP Go

An MCP server that gives AI agents and IDEs like Claude, Cursor, and Windsurf <strong>read-only</strong> access to historical resource usage and

Monitoring & ObservabilityGo

Appsignal Mcp

An MCP (Model Context Protocol) server for connecting to AppSignal and fetching incident information.

Monitoring & Observability

Appsignal MCP

MCP server for AppSignal error monitoring integration

Monitoring & Observability

Appsignals MCP

An MCP (Model Context Protocol) server that provides tools for monitoring, analyzing, and troubleshooting AWS Application Signals services.

Monitoring & Observability

App Store Connect MCP Server

Configuration examples are included for Codex, Claude Code, Claude Desktop, Gemini CLI, VS Code with GitHub Copilot, Continue, Cursor, and Devin Desktop (formerly Windsurf). Client configuration is…

Developer Tools

Appveyor-mcp

CI pipeline monitoring for GitLab and GitHub - no API key.

Developer Tools

Apsystems

A production-ready [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) server written in Go that wraps the APsystems OpenAPI, giving AI

Developer ToolsGo

Aqara

Aqara's official MCP Server

Monitoring & ObservabilityGo

Arcanna

The Arcanna MCP server allows user to interact with Arcanna's AI use cases through the Model Context Protocol (MCP).

Developer ToolsPython

ARCH-Insight

Search and update ARCH-Insight: architecture fact sheets, applications, tickets, tasks, incidents.

Monitoring & ObservabilityRemote

Arc-security

Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.

Monitoring & Observability

Arduino MCP Server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

Hardware & IoT

Ardupilot

Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

Monitoring & ObservabilityPython

Argent

MCP server for iOS Simulator and Android Emulator control

Monitoring & Observability

Argosvix — AI agent observability (87 tools)

Argosvix MCP server lets AI agents (Claude Desktop, Cursor, Codex CLI, custom MCP clients) query, manage, and operate their LLM observability data directly from the conversation. Supports both stdio…

Monitoring & Observability

ArifOS — Constitutional AI Kernel

Constitutional AI kernel with 13 MCP tools, 888_JUDGE verdict pipeline, and VAULT999 ledger.

CommunicationRemotePython

Artifacts

Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain

Monitoring & ObservabilityRemoteTypeScript

Artificial Analysis MCP

MCP server for Artificial Analysis API - get LLM model pricing, speed, and benchmarks

AI & ML Services

ASMHunter

Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findings, reports.

Monitoring & Observability

ASO Skill

Current App Store rankings, keyword metrics, app metadata, and credit balances for AI agents.

Monitoring & ObservabilityRemote

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