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.

Aihydro Tools PyPI
B
aihydro-tools

AI-Hydro: hydrological research tools as an MCP server for AI agents

Analytics & Monitoring Score 89/100 7 findings Cap. Critical
Codeledger Source verified npm
B
codeledger

Token-level cost intelligence for Claude Code — per-project, per-agent, per-skill usage tracking with conversational MCP querying and local dashboard

Analytics & Monitoring Score 88/100 2 findings 20/wk Cap. High
Codebase Analyzer Source verified npm
B
codebase-analyzer-mcp

Multi-layer codebase analysis MCP server with Gemini AI and progressive disclosure.

Analytics & Monitoring Score 88/100 5 findings 13/wk Cap. High
Last9 Source verified npm
B
@last9/mcp-server

Last9 MCP Server - Model Context Protocol server implementation for Last9

Analytics & Monitoring Score 87/100 4 findings 327/wk Cap. High
Whoop 2 implementations
B
best: whoop-mcp-server

MCP server for the WHOOP Developer Platform API

Analytics & Monitoring Best score 87/100 2 findings 163/wk Cap. High
Mixpanel npm
B
mcp-mixpanel

Security scan results for the Mixpanel MCP server.

Analytics & Monitoring Score 87/100 0 findings Cap. Minimal
Uptime Agent npm
B
uptime-agent-mcp

Security scan results for the Uptime Agent MCP server.

Analytics & Monitoring Score 87/100 0 findings Cap. Minimal
Agent Shadow Brain npm
B
@theihtisham/agent-shadow-brain

Local-first memory and coordination layer for AI coding agents. Shadow Brain stores source-backed project lessons, recalls them across Codex, Claude Code, Cursor, Cline, OpenCode, and other tools, generates resume briefings, audits memory quality, exports

Analytics & Monitoring Score 86/100 21 findings 64/wk Cap. High
Borgmcp Source verified npm
B
borgmcp

Coordinate AI coding agents in shared cubes. Works with Claude Code, Codex, and OpenCode.

Analytics & Monitoring Score 85/100 12 findings 1.4k/wk Cap. High
Arc Security npm
B
arc-security-mcp

AI agent security: scan skills for 25 attack classes + runtime monitoring (EDR for AI agents). Real-time scanning, behavioral anomaly detection, session monitoring, exfiltration alerts. 1,316+ findings from 450+ audits. OWASP Agentic AI Top 10 mapped.

Analytics & Monitoring Score 83/100 5 findings 87/wk Cap. Critical
Duckdb Mcp Native npm
B
@seed-ship/duckdb-mcp-native

Native Node.js/TypeScript implementation of DuckDB MCP extension

Analytics & Monitoring Score 82/100 8 findings 2.4k/wk Cap. High
Graqle PyPI
B
graqle

Give your AI tools architecture-aware reasoning. Build a knowledge graph from any codebase — dependency analysis, impact analysis, governed AI answers with confidence scores. Works with Claude Code, Cursor, VS Code Copilot. 14 LLM backends, fully offline capable.

Analytics & Monitoring Score 82/100 16 findings Cap. High
Chromedebug npm
B
@dynamicu/chromedebug-mcp

ChromeDebug MCP - MCP server that provides full control over a Chrome browser instance for debugging and automation with AI assistants like Claude Code

Analytics & Monitoring Score 81/100 13 findings 661/wk Cap. High
Mokomonitor npm
B
@mokoconsulting/mcp-mokomonitor

MCP server for server health monitoring, uptime, and log tailing

Analytics & Monitoring Score 80/100 6 findings 216/wk Cap. High