Observability MCP
MCP Server for GCP environment for interacting with various Observability APIs.
1,116 servers in this category
MCPpedia tracks 1,116 analytics MCP servers. 196 of them score at least 50 out of 100, and 93 clear 70 โ about 8% of what has been published in this space. The remaining 920 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
Observability MCP leads the list at 94/100. io.github.putervision/state-memory-mcp (92) and io.github.wyre-technology/rocketcyber-mcp (92) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency โ how much of your context window the tool definitions consume before you have asked anything.
8 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 3 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best Analytics MCP servers, Productivity, Developer Tools, Data, Finance
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MCP Server for GCP environment for interacting with various Observability APIs.
Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.
MCP server for RocketCyber Managed SOC โ incidents, alerts, agents, and customer telemetry.
MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for performance, accessibility, SEO, and security analysis.
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI
Trending hip-hop artist momentum scores across four cultural dimensions.
Let LLM help you achieve your regression analysis with Stata
MCP server for Dynatrace Managed to access logs, events, and metrics.
An MCP server that provides [describe what your server does]
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
Local-first MCP server for task tracking and coordination of autonomous AI coding agents.
BigQuery MCP server for Claude โ query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data
Offline deterministic engineering-trust certificates for repositories, with no telemetry.
๐ค A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Official economic statistics with citations: World Bank, IMF WEO, ECB. Verify claimed figures.
Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients
MCP server for Altmetric APIs - track research attention across news, policy, social media, and more
LLM pricing oracle โ model lookup, cost estimation, and comparison via LiteLLM
Track and query EzStat metrics from Claude, Cursor, or any MCP agent. StatHat-compatible.
Query Swedish public data: companies, SCB statistics, weather, transport, and more.