Monitoring & Observability MCP Servers
85 servers for monitoring & observability — ranked by real GitHub stars, refreshed continuously, never faked.
# MCP Server Stars
1 
World Monitor koala73/worldmonitor Live global intelligence covering real-time markets, conflicts, country risk, chokepoints, and energy data. 61k ★ 2 
Oh My Posh jandedobbeleer/oh-my-posh Validate Oh My Posh theme configurations against the official schema 23k ★ 3 
Google Analytics googleanalytics/google-analytics-mcp Integrates with Google Analytics to retrieve website traffic metrics, user behavior data, conversion tracking, and performance ins 2.6k ★ 4 
Gemini CLI jamubc/gemini-mcp-tool Integrates with Google's Gemini CLI to leverage massive token windows for analyzing large files and codebases, providing general q 2.3k ★ 5 
Sentry getsentry/sentry-mcp Retrieve error and performance data from Sentry. 782 ★ 6 
Maestro Flow catlog22/maestro-flow Workflow orchestration CLI with MCP endpoint support, multi-agent dashboard, and extensible template system. 454 ★ 7 
Persome intuition-lab/personal-model Local-first personal model runtime for macOS that turns cross-app activity into an inspectable model, served to trusted MCP agents 212 ★ 8 
Nano Agent disler/nano-agent Bridges OpenAI's Agent SDK with natural language task execution, enabling autonomous agent workflows with file system operations, 205 ★ 9 
UniFi by enuno enuno/unifi-mcp-server Manage UniFi network devices, clients, and settings through the official UniFi API. 184 ★ 10 
GIS Operations mahdin75/gis-mcp Integrates with geospatial libraries to perform geometric transformations, coordinate system conversions, and spatial analyses usi 169 ★ 11 
Toleno Network tolenonetwork/toleno-mcp Manage Toleno mining accounts with natural language commands. 168 ★ 12 
LastSaaS jonradoff/lastsaas Read-only admin interface for LastSaaS covering dashboards, users, tenants, billing, and logs. 132 ★ 13 
WHOOP shashankswe2020-ux/whoop-mcp Accesses WHOOP fitness device data including recovery scores, sleep analysis, and workout history. 129 ★ 14 
FHIR wso2/fhir-mcp-server Access FHIR-compliant healthcare APIs from AI tools and agent workflows. 128 ★ 15 
TrainingPeaks jamsusmaximus/trainingpeaks-mcp Integrates with TrainingPeaks through cookie-based authentication to access workout data, personal records, and fitness metrics fo 112 ★ 16 
Tendem toloka/tendem-mcp Integrates with Tendem's AI + Human Agent platform to create, monitor, and manage tasks through their complete lifecycle, enabling 103 ★ 17 
Perforce P4 perforce/p4mcp-server Integrates with Perforce P4 version control system 101 ★ 18 
ThingsBoard thingsboard/thingsboard-mcp Integrates with ThingsBoard IoT platform to manage devices, assets, customers, users, alarms, and telemetry data with edition-awar 98 ★ 19 
Redash suthio/redash-mcp Integrates with Redash data visualization platform to enable natural language querying, dashboard creation, and data source manage 94 ★ 20 
Sub-Agents shinpr/sub-agents-mcp Delegates tasks to specialized AI assistants in Cursor, Claude Code, Codex, Gemini, GLM, and Grok CLI tools by automatically disco 92 ★ 21 
VibeCraft amenti-labs/vibecraft AI-powered WorldEdit for Minecraft with 50+ tools for natural language building, terrain generation, and pattern placement 92 ★ 22 
Super Productivity organicmoron/sp-mcp Bridges Super Productivity task management with natural language commands, automatically converting conversational scheduling synt 89 ★ 23 
IDE Relay andeya/ide-relay-mcp Provides a native desktop feedback window for pausing AI agent requests and collecting human input. 72 ★ 24 
Codacy codacy/codacy-mcp-server Integrates with Codacy's code quality platform to provide static analysis capabilities, code coverage metrics, and quality gate co 60 ★ 25 
Google Calendar takumi0706/google-calendar-mcp Integrates with Google Calendar to enable retrieving, creating, updating, and deleting calendar events through OAuth2 authenticati 59 ★ 26 
VMware AIops zw008/vmware-aiops Full VMware vCenter and ESXi monitoring, operations, and VM lifecycle management. 59 ★ 27 
Google Apps Script API mohalmah/google-appscript-mcp-server Integrates with Google Apps Script API through 17 specialized tools for project management, deployment operations, content updates 49 ★ 28 
ProcessHacker illegal-instruction-co/processhacker-mcp Windows runtime process analysis and memory inspection with plugin-based architecture for process enumeration, memory operations, 48 ★ 29 
Umeko Serial umeiko/umeko_serial_mcp Connects AI assistants to microcontrollers and embedded devices via serial port with a built-in web monitoring dashboard. 44 ★ 30 
Ntfy Notifications teddyzxcv/ntfy-mcp Enables real-time notifications through ntfy.sh, allowing assistants to send customizable alerts with titles and summaries to user 44 ★ 31 
Honeycomb honeycombio/honeycomb-mcp Integrates with the Honeycomb API to enable direct querying and analysis of observability data for automated performance monitorin 43 ★ 32 
Console Automation ooples/mcp-console-automation Enables interactive console sessions across multiple shell types (cmd, PowerShell, bash, zsh) with real-time output streaming, aut 42 ★ 33 
Test Coverage goldbergyoni/test-coverage-mcp Analyze test coverage from LCOV files for token-efficient coverage monitoring 41 ★ 34 
MikroMCP alikarami/mikromcp Manage MikroTik RouterOS devices with typed tools, dry-run mode, RBAC, audit logs, and rollback. 37 ★ 35 
Apache SeaTunnel ocean-zhc/seatunnel-mcp Interact with SeaTunnel through LLM interfaces like Claude. 33 ★ 36 
Statcast alex-rimerman/statcast-mcp Queries MLB Statcast data from Baseball Savant, FanGraphs, and Baseball Reference using natural language. 33 ★ 37 
Yamu (Unity Editor) keijiro/yamu Enables Unity Editor compilation feedback through HTTP server integration, providing tools to trigger compilation, monitor build s 33 ★ 38 
Advocu carlosazaustre/advocu-mcp-server Integrates with the Advocu platform to streamline activity reporting for Google Developer Experts, enabling submission of content 31 ★ 39 
Scout APM scoutapp/scout-mcp-local Integrates with Scout APM to provide real-time application performance monitoring data including N+1 queries, memory bloat, slow q 29 ★ 40 
Structured Thinking promptly-technologies-llc/mcp-structured-thinking Structures reasoning processes through defined thought stages, managing a history of thoughts with metadata for transparent, step- 28 ★ 41 
Intervals.icu hhopke/intervals-icu-mcp Access Intervals.icu training, wellness, and performance data from AI assistants. 27 ★ 42 
Screen Capture syedazharmbnr1/claudemcpserver Provides screen capture capabilities using PyAutoGUI to take, compress, and serve screenshots for analysis of the user's current s 27 ★ 43 
TeamCity daghis/teamcity-mcp Integrates with JetBrains TeamCity CI/CD platform 26 ★ 44 
AgroBR bruno-portfolio/agrobr-mcp Brazilian agricultural data — commodity prices, crop statistics, climate data, and deforestation tracking. 26 ★ 45 
Weather weather-mcp/weather-mcp 16 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires. 24 ★ 46 
Google Health davidmosiah/google-health-mcp Connects to the Google Health API v4 for Fitbit and Pixel Watch data with tools for connection status, data inventory, and daily s 23 ★ 47 
Nutrition Tracker akutishevsky/nutrition-mcp Personal nutrition tracking with meal logging and macro analysis. 23 ★ 48 
HealthClaw aks129/healthclawguardrails HealthClaw is a guardrail layer between AI agents and clinical FHIR data, with PHI redaction and audit trails. 22 ★ 49 
Cursor Background Composer mjdierkes/cursor-background-agent-api Integrates with Cursor's Background Composer functionality to create, manage, and monitor automated coding tasks with support for 21 ★ 50 
SAS Viya sassoftware/sas-mcp-server Bridges SAS Viya environments with external applications by executing SAS code through the Job Execution API, handling session man 20 ★ 51 
OpenCage Geocoding opencagedata/opencage-geocoding-mcp Forward and reverse geocoding with worldwide coverage based on open data 19 ★ 52 
COMSOL Multiphysics juijunnarkar/comsol_multiphysics_mcp Control COMSOL Multiphysics simulations with physics-aware mesh generation, solver configuration, and parametric sweeps. 17 ★ 53 
Promptheus abhichandra21/promptheus Prompt refinement with adaptive questioning and multi-provider LLM support 17 ★ 54 
LLMKit smigolsmigol/llmkit Track AI API costs across 11 LLM providers with budget enforcement, per-session breakdowns, and multi-provider routing. 15 ★ 55 
MCPDock hsingjui/mcpdock Lightweight desktop application for managing MCP servers that runs a local HTTP gateway aggregating multiple servers into group en 15 ★ 56 
NONMEM Pharmacometrics sueinchoi/nonmem-mcp-server Parses, executes, and simulates NONMEM pharmacometric models. 15 ★ 57 
Omen panbanda/omen Code analysis tool that helps identify complexity, technical debt, and defect risks 15 ★ 58 
Cronometer cphoskins/cronometer-mcp Access Cronometer nutrition data including food logs, macros, fasting, biometrics, and recurring foods. 14 ★ 59 
AgentOps agentops-ai/agentops-mcp Provides access to AgentOps observability and tracing data for debugging agent runs, enabling retrieval of project information, tr 14 ★ 60 
SSH mertcankaraoglu/ssh-mcp Enables secure remote command execution through SSH connections with persistent sessions, real-time output streaming, and clean co 14 ★ 61 
Kill Process misiektoja/kill-process-mcp Provides cross-platform process management with intelligent filtering, sorting, and termination capabilities, featuring macOS-styl 13 ★ 62 
Aegis getaegis/aegis Credential isolation proxy for AI agents with encrypted vault and audit logging. 13 ★ 63 
Alteryx Server jupiterbak/ayx-mcp-wrapper Integrates with Alteryx Server's REST API to enable workflow execution, collection management, user administration, schedule autom 13 ★ 64 
DeployHQ deployhq/deployhq-mcp-server Interact with DeployHQ deployments for project management, deployment history, and status monitoring 13 ★ 65 
Prometheus brenoepics/prometheus-mcp Connects to Prometheus monitoring systems for instant and range queries, metric discovery, and metadata retrieval with built-in re 13 ★ 66 
Temple Bridge templetwo/temple-bridge Bridges local AI capabilities with governance protocols through secure command execution, file operations, and meta-cognitive refl 13 ★ 67 
UniFi Gateway pete-builds/mcp-unifi MCP server for managing self-hosted UniFi gateways with 41 tools covering VLANs, firewalls, and DHCP. 13 ★ 68 
AllCanUse ra1nyxin/allcanuse-mcp Control local machines on Windows and Linux with 90+ tools for file operations, process management, network diagnostics, and deskt 12 ★ 69 
B&R Automation Studio andrewmusser/br-automation-mcp Bridges B&R Automation Studio industrial control systems with development tools for building projects, launching ARsim simulators, 12 ★ 70 
Kolada isakskogstad/kolada-mcp Access Swedish municipality statistics and KPIs for all 290 municipalities and 21 regions 12 ★ 71 
NVIDIA GPU Metrics pmady/gpu-mcp-server Monitor NVIDIA GPU performance metrics including temperature, memory usage, power draw, and utilization via nvidia-smi. 12 ★ 72 
OSS Autopilot costajohnt/oss-autopilot Tracks open source pull requests across GitHub, alerts on items needing attention, and helps respond to maintainer feedback. 11 ★ 73 
Delphi Compiler unununununununun/delphi-compiler-mcp Integrates with RAD Studio compilers and MSBuild to compile Delphi/Object Pascal projects with automatic project discovery, multi- 11 ★ 74 
Formula One Racing Data (FastF1) rakeshgangwar/f1-mcp-server Provides Formula One racing data through FastF1 Python library, enabling access to race calendars, event information, session resu 11 ★ 75 
Matomo Analytics fgribreau/mcp-matomo Dynamically introspects Matomo Analytics instances to expose all available API methods as tools. 10 ★ 76 
SkyMem hopiumlab/skymem-io Persistent memory layer for AI agents with 17 tools covering structured cognition, multi-source retrieval, trajectory tracking, an 10 ★ 77 
Caddy yawlabs/caddy-mcp Manages Caddy web servers via the admin API with full coverage of config, routes, reverse proxies, TLS, PKI, metrics, and snapshot 9 ★ 78 
Steep steephq/steep-mcp Query metrics, targets, entities, and team data in a Steep workspace. 9 ★ 79 
Serial Hardware Bridge mcp2everything/mcp2tcp Bridges LLMs with physical hardware through serial communication, enabling real-world interaction via configurable commands for Io 8 ★ 80 
AgentLens agentkitai/agentlens Tamper-evident, SHA-256 hash-chained audit trail and observability MCP server for AI agents. 8 ★ 81 
Windows Admin devladpopov/windows-admin-mcp MCP server for Windows system management with 42 tools across eight modules including services, event viewer, processes, network d 8 ★ 82 
Dmarkoff dmarcoff/mcp Query live DMARC monitoring data, domain health, authentication results, and security alerts through AI assistants. 8 ★ 83 
eClass (UoA) sdi2200262/eclass-mcp-server Integrates with Open eClass platform to enable course access and management through UoA's SSO authentication system, providing too 8 ★ 84 
OpenDigger x-lab2017/open-digger-mcp-server Provides access to OpenDigger's open-source metrics data for analyzing project health, contributor influence, and community dynami 8 ★ 85 
Plausible Analytics avimbu/plausible-mcp-server Connects to Plausible Analytics API to retrieve website metrics like visitors, pageviews, bounce rates, and conversion data across 8 ★
World Monitor koala73/worldmonitor Live global intelligence covering real-time markets, conflicts, country risk, chokepoints, and energy data. 61k ★ 2 Oh My Posh jandedobbeleer/oh-my-posh Validate Oh My Posh theme configurations against the official schema 23k ★ 3 Google Analytics googleanalytics/google-analytics-mcp Integrates with Google Analytics to retrieve website traffic metrics, user behavior data, conversion tracking, and performance ins 2.6k ★ 4 Gemini CLI jamubc/gemini-mcp-tool Integrates with Google's Gemini CLI to leverage massive token windows for analyzing large files and codebases, providing general q 2.3k ★ 5 Sentry getsentry/sentry-mcp Retrieve error and performance data from Sentry. 782 ★ 6 Maestro Flow catlog22/maestro-flow Workflow orchestration CLI with MCP endpoint support, multi-agent dashboard, and extensible template system. 454 ★ 7 Persome intuition-lab/personal-model Local-first personal model runtime for macOS that turns cross-app activity into an inspectable model, served to trusted MCP agents 212 ★ 8 Nano Agent disler/nano-agent Bridges OpenAI's Agent SDK with natural language task execution, enabling autonomous agent workflows with file system operations, 205 ★ 9 UniFi by enuno enuno/unifi-mcp-server Manage UniFi network devices, clients, and settings through the official UniFi API. 184 ★ 10 GIS Operations mahdin75/gis-mcp Integrates with geospatial libraries to perform geometric transformations, coordinate system conversions, and spatial analyses usi 169 ★ 11 Toleno Network tolenonetwork/toleno-mcp Manage Toleno mining accounts with natural language commands. 168 ★ 12 LastSaaS jonradoff/lastsaas Read-only admin interface for LastSaaS covering dashboards, users, tenants, billing, and logs. 132 ★ 13 WHOOP shashankswe2020-ux/whoop-mcp Accesses WHOOP fitness device data including recovery scores, sleep analysis, and workout history. 129 ★ 14 FHIR wso2/fhir-mcp-server Access FHIR-compliant healthcare APIs from AI tools and agent workflows. 128 ★ 15 TrainingPeaks jamsusmaximus/trainingpeaks-mcp Integrates with TrainingPeaks through cookie-based authentication to access workout data, personal records, and fitness metrics fo 112 ★ 16 Tendem toloka/tendem-mcp Integrates with Tendem's AI + Human Agent platform to create, monitor, and manage tasks through their complete lifecycle, enabling 103 ★ 17 Perforce P4 perforce/p4mcp-server Integrates with Perforce P4 version control system 101 ★ 18 ThingsBoard thingsboard/thingsboard-mcp Integrates with ThingsBoard IoT platform to manage devices, assets, customers, users, alarms, and telemetry data with edition-awar 98 ★ 19 Redash suthio/redash-mcp Integrates with Redash data visualization platform to enable natural language querying, dashboard creation, and data source manage 94 ★ 20 Sub-Agents shinpr/sub-agents-mcp Delegates tasks to specialized AI assistants in Cursor, Claude Code, Codex, Gemini, GLM, and Grok CLI tools by automatically disco 92 ★ 21 VibeCraft amenti-labs/vibecraft AI-powered WorldEdit for Minecraft with 50+ tools for natural language building, terrain generation, and pattern placement 92 ★ 22 Super Productivity organicmoron/sp-mcp Bridges Super Productivity task management with natural language commands, automatically converting conversational scheduling synt 89 ★ 23 IDE Relay andeya/ide-relay-mcp Provides a native desktop feedback window for pausing AI agent requests and collecting human input. 72 ★ 24 Codacy codacy/codacy-mcp-server Integrates with Codacy's code quality platform to provide static analysis capabilities, code coverage metrics, and quality gate co 60 ★ 25 Google Calendar takumi0706/google-calendar-mcp Integrates with Google Calendar to enable retrieving, creating, updating, and deleting calendar events through OAuth2 authenticati 59 ★ 26 VMware AIops zw008/vmware-aiops Full VMware vCenter and ESXi monitoring, operations, and VM lifecycle management. 59 ★ 27 Google Apps Script API mohalmah/google-appscript-mcp-server Integrates with Google Apps Script API through 17 specialized tools for project management, deployment operations, content updates 49 ★ 28 ProcessHacker illegal-instruction-co/processhacker-mcp Windows runtime process analysis and memory inspection with plugin-based architecture for process enumeration, memory operations, 48 ★ 29 Umeko Serial umeiko/umeko_serial_mcp Connects AI assistants to microcontrollers and embedded devices via serial port with a built-in web monitoring dashboard. 44 ★ 30 Ntfy Notifications teddyzxcv/ntfy-mcp Enables real-time notifications through ntfy.sh, allowing assistants to send customizable alerts with titles and summaries to user 44 ★ 31 Honeycomb honeycombio/honeycomb-mcp Integrates with the Honeycomb API to enable direct querying and analysis of observability data for automated performance monitorin 43 ★ 32 Console Automation ooples/mcp-console-automation Enables interactive console sessions across multiple shell types (cmd, PowerShell, bash, zsh) with real-time output streaming, aut 42 ★ 33 Test Coverage goldbergyoni/test-coverage-mcp Analyze test coverage from LCOV files for token-efficient coverage monitoring 41 ★ 34 MikroMCP alikarami/mikromcp Manage MikroTik RouterOS devices with typed tools, dry-run mode, RBAC, audit logs, and rollback. 37 ★ 35 Apache SeaTunnel ocean-zhc/seatunnel-mcp Interact with SeaTunnel through LLM interfaces like Claude. 33 ★ 36 Statcast alex-rimerman/statcast-mcp Queries MLB Statcast data from Baseball Savant, FanGraphs, and Baseball Reference using natural language. 33 ★ 37 Yamu (Unity Editor) keijiro/yamu Enables Unity Editor compilation feedback through HTTP server integration, providing tools to trigger compilation, monitor build s 33 ★ 38 Advocu carlosazaustre/advocu-mcp-server Integrates with the Advocu platform to streamline activity reporting for Google Developer Experts, enabling submission of content 31 ★ 39 Scout APM scoutapp/scout-mcp-local Integrates with Scout APM to provide real-time application performance monitoring data including N+1 queries, memory bloat, slow q 29 ★ 40 Structured Thinking promptly-technologies-llc/mcp-structured-thinking Structures reasoning processes through defined thought stages, managing a history of thoughts with metadata for transparent, step- 28 ★ 41 Intervals.icu hhopke/intervals-icu-mcp Access Intervals.icu training, wellness, and performance data from AI assistants. 27 ★ 42 Screen Capture syedazharmbnr1/claudemcpserver Provides screen capture capabilities using PyAutoGUI to take, compress, and serve screenshots for analysis of the user's current s 27 ★ 43 TeamCity daghis/teamcity-mcp Integrates with JetBrains TeamCity CI/CD platform 26 ★ 44 AgroBR bruno-portfolio/agrobr-mcp Brazilian agricultural data — commodity prices, crop statistics, climate data, and deforestation tracking. 26 ★ 45 Weather weather-mcp/weather-mcp 16 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires. 24 ★ 46 Google Health davidmosiah/google-health-mcp Connects to the Google Health API v4 for Fitbit and Pixel Watch data with tools for connection status, data inventory, and daily s 23 ★ 47 Nutrition Tracker akutishevsky/nutrition-mcp Personal nutrition tracking with meal logging and macro analysis. 23 ★ 48 HealthClaw aks129/healthclawguardrails HealthClaw is a guardrail layer between AI agents and clinical FHIR data, with PHI redaction and audit trails. 22 ★ 49 Cursor Background Composer mjdierkes/cursor-background-agent-api Integrates with Cursor's Background Composer functionality to create, manage, and monitor automated coding tasks with support for 21 ★ 50 SAS Viya sassoftware/sas-mcp-server Bridges SAS Viya environments with external applications by executing SAS code through the Job Execution API, handling session man 20 ★ 51 OpenCage Geocoding opencagedata/opencage-geocoding-mcp Forward and reverse geocoding with worldwide coverage based on open data 19 ★ 52 COMSOL Multiphysics juijunnarkar/comsol_multiphysics_mcp Control COMSOL Multiphysics simulations with physics-aware mesh generation, solver configuration, and parametric sweeps. 17 ★ 53 Promptheus abhichandra21/promptheus Prompt refinement with adaptive questioning and multi-provider LLM support 17 ★ 54 LLMKit smigolsmigol/llmkit Track AI API costs across 11 LLM providers with budget enforcement, per-session breakdowns, and multi-provider routing. 15 ★ 55 MCPDock hsingjui/mcpdock Lightweight desktop application for managing MCP servers that runs a local HTTP gateway aggregating multiple servers into group en 15 ★ 56 NONMEM Pharmacometrics sueinchoi/nonmem-mcp-server Parses, executes, and simulates NONMEM pharmacometric models. 15 ★ 57 Omen panbanda/omen Code analysis tool that helps identify complexity, technical debt, and defect risks 15 ★ 58 Cronometer cphoskins/cronometer-mcp Access Cronometer nutrition data including food logs, macros, fasting, biometrics, and recurring foods. 14 ★ 59 AgentOps agentops-ai/agentops-mcp Provides access to AgentOps observability and tracing data for debugging agent runs, enabling retrieval of project information, tr 14 ★ 60 SSH mertcankaraoglu/ssh-mcp Enables secure remote command execution through SSH connections with persistent sessions, real-time output streaming, and clean co 14 ★ 61 Kill Process misiektoja/kill-process-mcp Provides cross-platform process management with intelligent filtering, sorting, and termination capabilities, featuring macOS-styl 13 ★ 62 Aegis getaegis/aegis Credential isolation proxy for AI agents with encrypted vault and audit logging. 13 ★ 63 Alteryx Server jupiterbak/ayx-mcp-wrapper Integrates with Alteryx Server's REST API to enable workflow execution, collection management, user administration, schedule autom 13 ★ 64 DeployHQ deployhq/deployhq-mcp-server Interact with DeployHQ deployments for project management, deployment history, and status monitoring 13 ★ 65 Prometheus brenoepics/prometheus-mcp Connects to Prometheus monitoring systems for instant and range queries, metric discovery, and metadata retrieval with built-in re 13 ★ 66 Temple Bridge templetwo/temple-bridge Bridges local AI capabilities with governance protocols through secure command execution, file operations, and meta-cognitive refl 13 ★ 67 UniFi Gateway pete-builds/mcp-unifi MCP server for managing self-hosted UniFi gateways with 41 tools covering VLANs, firewalls, and DHCP. 13 ★ 68 AllCanUse ra1nyxin/allcanuse-mcp Control local machines on Windows and Linux with 90+ tools for file operations, process management, network diagnostics, and deskt 12 ★ 69 B&R Automation Studio andrewmusser/br-automation-mcp Bridges B&R Automation Studio industrial control systems with development tools for building projects, launching ARsim simulators, 12 ★ 70 Kolada isakskogstad/kolada-mcp Access Swedish municipality statistics and KPIs for all 290 municipalities and 21 regions 12 ★ 71 NVIDIA GPU Metrics pmady/gpu-mcp-server Monitor NVIDIA GPU performance metrics including temperature, memory usage, power draw, and utilization via nvidia-smi. 12 ★ 72 OSS Autopilot costajohnt/oss-autopilot Tracks open source pull requests across GitHub, alerts on items needing attention, and helps respond to maintainer feedback. 11 ★ 73 Delphi Compiler unununununununun/delphi-compiler-mcp Integrates with RAD Studio compilers and MSBuild to compile Delphi/Object Pascal projects with automatic project discovery, multi- 11 ★ 74 Formula One Racing Data (FastF1) rakeshgangwar/f1-mcp-server Provides Formula One racing data through FastF1 Python library, enabling access to race calendars, event information, session resu 11 ★ 75 Matomo Analytics fgribreau/mcp-matomo Dynamically introspects Matomo Analytics instances to expose all available API methods as tools. 10 ★ 76 SkyMem hopiumlab/skymem-io Persistent memory layer for AI agents with 17 tools covering structured cognition, multi-source retrieval, trajectory tracking, an 10 ★ 77 Caddy yawlabs/caddy-mcp Manages Caddy web servers via the admin API with full coverage of config, routes, reverse proxies, TLS, PKI, metrics, and snapshot 9 ★ 78 Steep steephq/steep-mcp Query metrics, targets, entities, and team data in a Steep workspace. 9 ★ 79 Serial Hardware Bridge mcp2everything/mcp2tcp Bridges LLMs with physical hardware through serial communication, enabling real-world interaction via configurable commands for Io 8 ★ 80 AgentLens agentkitai/agentlens Tamper-evident, SHA-256 hash-chained audit trail and observability MCP server for AI agents. 8 ★ 81 Windows Admin devladpopov/windows-admin-mcp MCP server for Windows system management with 42 tools across eight modules including services, event viewer, processes, network d 8 ★ 82 Dmarkoff dmarcoff/mcp Query live DMARC monitoring data, domain health, authentication results, and security alerts through AI assistants. 8 ★ 83 eClass (UoA) sdi2200262/eclass-mcp-server Integrates with Open eClass platform to enable course access and management through UoA's SSO authentication system, providing too 8 ★ 84 OpenDigger x-lab2017/open-digger-mcp-server Provides access to OpenDigger's open-source metrics data for analyzing project health, contributor influence, and community dynami 8 ★ 85 Plausible Analytics avimbu/plausible-mcp-server Connects to Plausible Analytics API to retrieve website metrics like visitors, pageviews, bounce rates, and conversion data across 8 ★ The best new monitoring & observability servers, weekly
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Frequently asked questions
What are the best monitoring & observability servers for coding agents?
Ranked by GitHub stars, the current top monitoring & observability servers are: World Monitor (61k ★), Oh My Posh (23k ★), Google Analytics (2.6k ★), Gemini CLI (2.3k ★), Sentry (782 ★).
How do I install a monitoring & observability mcp server?
Add the server to your MCP client — for example: claude mcp add --transport http koala73-worldmonitor https://worldmonitor.app/mcp. Every MCP server page shows its exact install command.
How many monitoring & observability servers are listed here?
85 monitoring & observability servers are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.