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.
MCP Server for Fronius Solar API - enables Claude Desktop access to solar inverter data
Analytics middleware for Model Context Protocol servers
A Model Context Protocol server for generating mathematical visualizations using JSXGraph. This is a TypeScript-based MCP server that provides interactive mathematical chart generation capabilities for functions, geometry, parametric curves, and more.
Official Model Context Protocol (MCP) server for Drumbeats — operate your monitoring from any AI client: create monitors, triage incidents, and run HTTP/SSL/DNS checks in natural language.
Inner MCP server (stdio). Exposes 5 tools (check_package, check_dependencies, explain_verdict, suggest_alternative, request_review) so a coding agent gets a verdict + a suggested safer alternative BEFORE it installs. A thin client of Inner's Verdict API,
Production-ready tool for monitoring VA Design System component status, maturity levels, and generating implementation examples - both as MCP service and programmatic API
Model Context Protocol (MCP) server for MOCO: time tracking, project management, holidays, and presence monitoring
MCP server for Uptime Kuma — monitor management, heartbeats, status pages, and notifications for AI assistants
Prometheus Alertmanager MCP Server for Claude AI integration
Lightweight MCP server that queries self-hosted Plausible Analytics and returns compressed results optimized for LLM context windows
MCP bridge exposing a RisalDash device's widgets as AI tools
MCP server for Seznam Webmaster API — manage indexation status, documents, history, and reindex requests across multiple sites from a single place.
MCP server for tny.dev URL shortening service - AI agent integration for link management
Homebrew formulae + casks + install analytics (formulae.brew.sh)
OpenTelemetry adapter for Stipend. Subscribes to observability hooks on @stipend-mcp/proxy and @stipend-mcp/api and emits spans, metrics, and structured logs.
MCP server for interacting with Langfuse
MCP server for Tailscale API - manage devices, check status, and configure your tailnet
relays MCP error logs to LLMs when default error responses are unclear — stop wasting tokens on blind retries.
Advanced MCP server for Google Sheets — charts, pivot tables, formulas, formatting, and analytics
MCP server for Gaggiuino espresso machine monitoring and control - get shot data, machine status, and manage brewing profiles
MCP server: string-distance metrics (Levenshtein, Damerau, Jaro-Winkler, similarity).
CLI wrapper for the MCP Observability SDK
Dynamic Firecrawl MCP server with lazy-loading tool architecture
Agent-native host monitoring MCP server — exposes real-time system vital signs (CPU, Memory, Temperature) to intelligent agents.