1,172 servers · Dev tools · Observability & Monitoring
Observability & Monitoring servers from Dev tools, aggregated from every major registry, trust-ranked, and ready to install.
Indexes codebases into a Neo4j graph database to enable sophisticated code analysis including function call relationships, class hierarchies, dead code detection, and dependency tracking through real-time file monitoring and direct Cypher queries.
Integrates with Railway's platform and CLI to enable deployment, service management, environment configuration, and infrastructure monitoring through conversational workflows.
Integrates with Plane's project management APIs to enable creation and management of projects, issues, cycles, modules, and work logs through over 30 specialized tools for automating workflow tasks.
Integrates with YouTube's Data API v3 and transcript extraction to provide video analysis, channel management, playlist operations, content discovery, engagement metrics calculation, trending video discovery by region, and automated transcript retrieval for content research and social media analysis workflows.
Comprehensive Godot game engine integration with runtime code execution, scene manipulation, animation control, signal handling, and performance monitoring.
Integrates with TrueNAS Core storage systems to enable natural language control of user management, pool monitoring, dataset creation, ZFS properties, permissions, and Kubernetes storage provisioning with automated snapshot policies and NFS/iSCSI target configuration.
Delegates tasks to specialized AI assistants in Cursor, Claude Code, Codex, Gemini, GLM, and Grok CLI tools by automatically discovering agent definition files and providing execution with timeout management and performance monitoring for building orchestration workflows and task delegation systems.
Integrates with Dynatrace to provide real-time observability data, enabling developers to monitor problems, security vulnerabilities, logs, and metrics directly in their development workflows.
Provides intelligent search capabilities across Claude Code conversation history with specialized tools for conversation search, file context discovery, error solution patterns, and session management through JSONL log parsing and AI-enhanced query expansion.
Java-based Docker management server that connects to Docker daemon via TCP to provide container lifecycle operations, image management, network control, and log retrieval for DevOps workflows and infrastructure automation.
Connect Claude Code to the BountyLens bug bounty attack surface intelligence platform to log findings, leads, and reports directly from your AI assistant.
Enables automated browser interactions for evaluating web application user experiences, capturing console logs and network requests to generate detailed usability reports and recommendations.
Integrates with frontend development environments to provide real-time feedback and debugging capabilities through browser automation, capturing console logs, monitoring HMR events, and enabling DOM interaction without leaving the conversation interface.
Read-only VMware vCenter and ESXi monitoring with code-level enforced safety.
Persistent memory and project context for coding agents with context graph, semantic search, roadmap tracking, and session logging.
Provides a persistent, searchable, automatically updated 'second brain' for development by integrating ChromaDB with automated codebase indexing, chat logging, and sequential thinking tools that maintain context across sessions.
Docker production management CLI with 23 tools for container orchestration, systemd services, nginx configuration, encrypted secrets, Git workflows, health monitoring, and Telegram alerts.
Integrates with Instagram's private API to provide analytics, content management, and automation capabilities including post engagement metrics, follower management, user and hashtag search, and media uploading with intelligent rate limiting and session persistence.
Automates Electron desktop applications through Chrome DevTools Protocol integration, enabling screenshot capture, JavaScript execution, console monitoring, and window management with intelligent project detection and debugging configuration.
Integrates with DeepSource's code quality platform to provide access to project metrics, issues, and analysis results for monitoring and troubleshooting code quality directly in conversations.
Integrates with VMware Fusion's REST API to manage virtual machine lifecycles including power operations, configuration retrieval, and status monitoring for local development environments.
Automates Xcode build processes and project management through JavaScript for Automation scripts, enabling project opening, building with specific schemes and destinations, test execution, debugging, and intelligent build log analysis with error reporting.
Proxy server for CLI commands that captures terminal output in a circular buffer, enabling remote execution, log retrieval, and process management for command-line applications like Expo development tools.
Generates fully functional FastAPI mock servers from OpenAPI specifications with Docker support, authentication middleware, request logging, and admin interfaces for API testing and development workflows.
RSS/Atom feed server that provides intelligent caching, batch processing, content monitoring, and full-text search capabilities for news aggregation, content monitoring, and automated feed processing workflows.
Tracks implementation claims versus actual delivery by monitoring file content changes, verifying code modifications through content analysis, and generating accountability workflows to measure coding accuracy in development environments.
Monitors ClojureScript builds in real-time, providing detailed status information including compilation status, warnings, errors, and file-specific details for verifying build success after code changes.
Provides static code analysis capabilities using Joern's Code Property Graph technology in Docker environments, automatically detecting programming languages and executing security vulnerability detection, code quality assessment, and metrics calculation queries.
Integrates with Instantly API v2 to enable email campaign management, lead tracking, and account health monitoring for automated outreach workflows.
Enables AI to execute code, manage files, run Git operations, and perform terminal commands through a robust task orchestration system with intelligent retry mechanisms and heartbeat monitoring.
Analyzes Java applications for security vulnerabilities by tracing data flow through parsed code to identify potential SQL injection, XSS, and other security sink points with automated vulnerability reporting and code extraction capabilities.
Enables AI to control Abaqus/CAE finite element analysis software through GUI automation, executing Python scripts and retrieving message logs without modifying the core application.
Integrates with Jenkins CI/CD infrastructure to provide complete job management, build monitoring, pipeline execution, and artifact handling with intelligent caching and CSRF protection for DevOps automation workflows.
Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for researchers running a literature review where they already work: search, trace citations, pull full text, and export BibTeX in the same session.
Captures visual screenshots of web pages using Puppeteer with support for authenticated workflows, manual login sessions with cookie persistence, and browser session management for monitoring protected applications and automated testing.
Provides secure, read-only access to ShadowGit repositories with git operations like log, diff, blame, and grep to analyze fine-grained commit history and trace code evolution for debugging workflows.
TypeScript SDK and CLI that converts REST API endpoints into hosted MCP servers with scoped consumer tokens, rate limits, and audit logging.
Manages long-running development processes like Next.js and Convex servers with tools for starting, stopping, restarting, and monitoring processes while ensuring proper cleanup and preventing orphaned processes during development workflows.
Provides a direct TypeScript-based interface for interacting with Honeycomb's observability API, enabling developers to query, create, and manage datasets, events, and monitoring resources through natural language interaction.
Integrates with multiple US government legal databases including Congress.gov, Federal Register, US Code, CourtListener, and Regulations.gov to provide intelligent search and retrieval of bills, votes, regulatory documents, court opinions, and public comments with relevance scoring for legal research, policy analysis, and compliance monitoring.
Integrates with LinkedIn Data API to fetch, analyze, and search posts by username, keywords, date ranges, and engagement metrics for social media analysis and content strategy development.
Local MCP server for Shelly smart-home devices (Gen1–Gen4): control, energy monitoring, and automation.
Provides observability and telemetry data access through session management and conversation handling, integrating with storage backends like PostgreSQL, ClickHouse, and Redis for development operations and debugging workflows.
Integrates with Scout APM to provide real-time application performance monitoring data including N+1 queries, memory bloat, slow queries, endpoint metrics, and detailed execution traces with line-of-code information for targeted performance debugging and automated issue detection.
Answers semantic questions about git history beyond what git log can show.
Bridges Apache DolphinScheduler's workflow management platform with AI systems, enabling automated project management, workflow execution, task monitoring, and resource orchestration through REST API tools.
Parses TypeScript, JavaScript, Java, and Python codebases into a Neo4J graph database to extract code entities, relationships, and metadata, enabling software quality analysis through 18 metrics tools and guided exploration of dependencies, inheritance patterns, and architectural issues.
Provides secure SSH fleet orchestration with policy-enforced command execution across multiple servers, featuring deny-by-default security, host discovery, batch operations, and audit logging for infrastructure automation and compliance-aware server management.
Integrates with Jampp Reporting API to retrieve advertising campaign performance metrics including spend, impressions, clicks, and installs across specified date ranges with automated authentication handling.
Desktop automation MCP server that controls real mouse, keyboard, and screen in the user's own logged-in applications.
FAQ
1,172 Observability & Monitoring MCP servers are indexed on Lulu MCPs, ranked by trust score and aggregated from the official MCP Registry, Glama, PulseMCP and Smithery. Every listing links back to its source registry and installs in one click for Claude Code, Cursor and VS Code.
Observability & Monitoring is a sub-filter within Lulu MCPs' Dev tools category, matched against a validated term set specific to observability & monitoring. Servers can appear under more than one sub-filter when their functionality spans multiple areas.
