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Monitoring and observability
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VMware Aria Operations io.github.zw008/vmware-aria

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

Check queued

Monitoring and observability Official MCP Registry Local
VMware Debug io.github.zw008/vmware-debug

Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.

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Developer tools Official MCP Registry Local
VMware Log Insight io.github.zw008/vmware-log-insight

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

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Monitoring and observability Official MCP Registry Local
VMware Monitor io.github.zw008/vmware-monitor

Read-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.

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Monitoring and observability Official MCP Registry Local
Localize io.github.JoblessJoe/localize

Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.

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Files and storage Official MCP Registry · npm Local MIT
AI Stupid Level io.github.StudioPlatforms/aistupidlevel

LLM benchmark rankings, drift status, incidents and Smart Router previews from AI Stupid Level.

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Monitoring and observability Official MCP Registry · npm Local MIT
Weather io.github.Thx93/weather

US NWS weather alerts and 5-day forecasts for AI agents. $0.01 per call.

100% up · 30 days

Maps and location Official MCP Registry · npm Local Remote ISC
Glitchless io.github.glitchless-gg/glitchless

Coding agents can build a game. They can't see anyone play it. Glitchless lets them.

100% up · 30 days

Coding agent tools Official MCP Registry · npm Local Remote MIT
pit.world MCP server world.pit/pit

MCP server for private web search (no API key) and Moshpit name lookups. No logs, no cookies.

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Web search and scraping Official MCP Registry · npm Local MIT
Startup Finance Metrics io.github.MayankTalwar0/startup-finance-metrics

An MCP server for analyzing startup financial health and generating metrics reports locally.

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Monitoring and observability Official MCP Registry · PyPI Local
@marg-adk/core io.github.marg-adk/marg-core

Marg core runtime — the domain-agnostic agent loop: prompt assembly, the model chain, MCP tools, sessions, durable stores, runtime-owned steps, readers, guards, observability.

Not run: no command to start

Monitoring and observability npm Local 94 a week APACHE-2.0
expo-agent-bridge io.github.fs02/expo-agent-bridge

Autonomous AI coding agent bridge for Expo and React Native apps. Live visual feedback, logs, navigation, and element interaction without cables.

Started and listed its tools

Coding agent tools npm Local 94 a week MIT
Console Automation io.github.ooples/mcp-console-automation

MCP server for AI-driven console application automation and monitoring

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Monitoring and observability Official MCP Registry · npm Local 21 a week MIT
exp-mcp io.github.devace-93/exp-mcp-server

MCP server for exp, the feature-flag service: manage projects, environments and flags, toggle per-environment states, preview evaluations, with role-based tool access and audit logging.

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Developer tools npm Local 86 a week MIT
phronomy io.github.raizo-tcs/phronomy

Phronomy is a Ruby AI agent framework that provides composable building blocks — Agents, Workflows, Tools, Filters, and Tracing — for building AI agents in Ruby. Powered by RubyLLM for LLM abstraction

Not checked yet

Model and agent tools RubyGems MIT
@formosa-mcp/taiwan-radiation io.github.mackinhung/taiwan-mcp-platform-taiwan-radiation

Taiwan MCP server: radiation monitoring

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Monitoring and observability npm Local AGPL-3.0
@formosa-mcp/taiwan-water-quality io.github.mackinhung/taiwan-mcp-platform-taiwan-water-quality

Taiwan MCP server: river water quality monitoring

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Monitoring and observability npm Local AGPL-3.0
@formosa-mcp/taiwan-weather-alert io.github.mackinhung/taiwan-mcp-platform-taiwan-weather-alert

Taiwan MCP server: taiwan-weather-alert

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Monitoring and observability npm Local AGPL-3.0
@iflow-mcp/getsentry-sentry-mcp io.github.getsentry/sentry-mcp-bz6erb

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Monitoring and observability npm Local FSL-1.1-ALV2
Editalmd com.editalmd/editalmd

Brazilian public procurement (PNCP): search, deadlines, tender markdown, alerts and watches.

100% up · 30 days

Government and public records Official MCP Registry · GitHub MCP Registry Remote

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