Analytics & Monitoring MCP Servers

MCP servers for product analytics, metrics, dashboards, logging, tracing and observability. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Second Brain Health Check npm
A
second-brain-health-check

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning artifacts. Free local tools + paid upgrades via MemoryOS.

Analytics & Monitoring Score 93/100 7 findings 14/wk Cap. High
Logs npm
A
mcp-logs

Real-time log capture MCP server for development projects with remote process control

Analytics & Monitoring Score 93/100 1 finding 10/wk Cap. High
Dbgview PyPI
A
dbgview-mcp

MCP server for capturing Windows debug output

Analytics & Monitoring Score 93/100 1 finding Cap. High
Longhand PyPI
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longhand

Persistent local memory for Claude Code. Total recall from your session files — no API calls, no summaries, no AI deciding what matters.

Analytics & Monitoring Score 93/100 5 findings Cap. High
Scry Connect PyPI
A
scry-connect

MCP server for ROS 2 — exposes robot capabilities as AI-callable tools

Analytics & Monitoring Score 93/100 6 findings Cap. High
Sentinel Dv PyPI
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sentinel-dv

Security-first MCP server for verification intelligence (SystemVerilog/UVM/cocotb)

Analytics & Monitoring Score 93/100 1 finding Cap. High
Silentwatch PyPI
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silentwatch-mcp

MCP server for catching cron silent failures in production AI deployments — exit-0-with-empty-output detection, overdue jobs, retry storms, action-budget leaks. Works with system cron, systemd timers, OpenClaw cron logs, and any JSONL run-log.

Analytics & Monitoring Score 93/100 2 findings Cap. High
Snapper PyPI
A
snapper-mcp

MCP server for managing BTRFS snapshots via Snapper

Analytics & Monitoring Score 93/100 1 finding Cap. High
Vast Admin PyPI
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vast-admin-mcp

VAST Admin MCP Server - MCP server for VAST Data administration tasks

Analytics & Monitoring Score 93/100 4 findings Cap. High
Dynatrace Source verified npm
A
@dynatrace-oss/dynatrace-mcp-server

[DEPRECATED] Model Context Protocol (MCP) server for Dynatrace. Migrate to dynatrace-for-ai + dtctl or the Dynatrace Remote MCP Server.

Analytics & Monitoring Score 92/100 0 findings 20k/wk Cap. Minimal
Mcpjam Cli npm
A
@mcpjam/cli

Test, debug, and validate MCP servers — health checks, OAuth conformance, tool-surface diffing, and structured triage from the terminal or CI

Analytics & Monitoring Score 92/100 1 finding 5.1k/wk Cap. High
Log Sink npm
A
@agimon-ai/log-sink-mcp

Log sink MCP server with HTTP ingestion and AI analysis

Analytics & Monitoring Score 92/100 4 findings 2.4k/wk Cap. High
Sonenta npm
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@sonenta/mcp

MCP server for Sonenta translation management. Pure TypeScript, no Python. Wires Claude Desktop and other MCP clients into your project's keys, translations, accessibility, and source-health tools.

Analytics & Monitoring Score 92/100 1 finding 1.0k/wk Cap. High
Grafana Npx npm
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mcp-grafana-npx

Grafana MCP server wrapper for running via npx

Analytics & Monitoring Score 92/100 1 finding 548/wk Cap. High
Spec Workflow npm
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@pimzino/spec-workflow-mcp

MCP server for spec-driven development workflow with real-time web dashboard

Analytics & Monitoring Score 92/100 6 findings 512/wk Cap. High
Monitor npm
A
@hasna/monitor

System monitoring tool for multiple computers — local, SSH, EC2

Analytics & Monitoring Score 92/100 22 findings 263/wk Cap. High
Cronalert npm
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cronalert-mcp

MCP server for CronAlert uptime monitoring — manage monitors from Claude, Cursor, or any MCP client

Analytics & Monitoring Score 92/100 2 findings 117/wk Cap. High
React Native npm
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@ceraph/react-native-mcp

MCP server for React Native and Expo development workflow

Analytics & Monitoring Score 92/100 3 findings 76/wk Cap. High
Clawql Source verified npm
A
clawql-mcp

Agentic Gateway — Foundational Platform for Auditable Production AI. MCP search + execute over OpenAPI/Discovery (internal GraphQL projection), optional native GraphQL HTTP and gRPC unary sources

Analytics & Monitoring Score 92/100 0 findings 44/wk Cap. Minimal
Local Falcon Source verified npm
A
@local-falcon/mcp

An MCP server for the Local Falcon API.

Analytics & Monitoring Score 92/100 0 findings 43/wk Cap. Minimal
Prometheus Linux Amd64 Source verified npm
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mcp-prometheus-linux-amd64

Model Context Protocol (MCP) server for Prometheus monitoring

Analytics & Monitoring Score 92/100 0 findings 36/wk Cap. Minimal
Plugwise npm
A
plugwise-mcp-server

MCP server for Plugwise integration

Analytics & Monitoring Score 92/100 1 finding 27/wk Cap. High
Arbitrum Mcp Tools npm
A
arbitrum-mcp-tools

A comprehensive collection of Model Context Protocol (MCP) tools for interacting with the Arbitrum blockchain. Enables AI assistants like Claude, Cursor, Windsurf, VS Code, Gemini CLI, and OpenAI Codex to perform blockchain operations including account an

Analytics & Monitoring Score 92/100 2 findings 20/wk Cap. High
Memory npm
A
@prom.codes/memory-mcp

prom.codes Memory — persistent, local-first agent memory as an MCP server.

Analytics & Monitoring Score 92/100 2 findings 17/wk Cap. High