Analytics & Monitoring MCP Servers

Live, interactive chart widgets for Claude and other MCP Apps hosts. Sigils carry meaning compressed into a glyph — same idea, applied to data.

45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

[](https://glama.ai/mcp/servers/clamp-sh/mcp) - AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Create conversion funnels and alerts.

Amplitude MCP Analytics SDK - MCP server usage tracking for Amplitude Analytics

Official Model Context Protocol server for Plunk — send email, manage contacts, campaigns and segments from an AI agent

Model Context Protocol server exposing the ApexCharts ecosystem (charts, gantt, tree, sankey, grid, stock, maps) as tools for AI assistants

One-line OpenTelemetry instrumentation for Model Context Protocol (MCP) servers

Observe-only analytics for your own MCP server: tool calls, timing, errors and AI-client mix, sent to the AgentDiscoverability collector. End-user identity only through an opt-in identify() hook, no tool-schema changes, fail-open. Fork of the MIT-licensed

A Model Context Protocol (MCP) server for Mixpanel analytics, providing AI assistants with access to Mixpanel data, events, and analytics.

OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support

phinix - A Model Context Protocol server for managing and generating React components with built-in analytics

DBM MCP Server - Generic cross-platform reporting and metrics

Self-hosted analytics for MCP servers: which tools, resources and prompts get used, by which client, how fast, and why they fail.

Model Context Protocol server for New Relic observability platform integration

Drop-in instrumentation for MCP servers. Writes tool-call events to a warehouse you own.

MIT TypeScript SDK for content-free MCP tool analytics and monitoring. / İçerik toplamayan MCP araç analitiği ve izleme SDK’sı.

Bugfender MCP server

Observability MCP server for AI agents: 89 tools (2 usable with no API key) to query and operate LLM cost, errors, latency, alerts, budgets, evals, prompts, approvals, and safety checks from Claude Desktop, Cursor, or any MCP client. stdio + HTTP transpor

MCP analytics wrapper SDK that instruments MCP tool declarations with telemetry.

Model Context Protocol server for JupiterOne account rules and rule details

Analytics tool for MCP (Model Context Protocol) servers and AI agents - tracks tool usage patterns and provides insights

Mikado AI CLI and MCP server — submit transcripts, extract insights, integrate with AI agents

MCP server for Segment Profile API and AI Copilot tracking

MCP Server for Jaeger