MCP Servers 113

Observability

io.github.ThoTischner/observability-mcp

A✓Verified

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Access UK air quality data, monitoring sites, and hourly pollutant measurements across regions

Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.

Log Analyzer

io.github.Fato07/log-analyzer-mcp

C✓Verified

AI-powered log analysis - parse, search, extract errors across 9+ formats

Datadog

io.github.TANTIOPE/datadog-mcp

A✓Verified

Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

Syslog receiver and MCP server for homelab log intelligence.

Syslog receiver and MCP server for homelab log intelligence.

Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.

md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

state-trace

io.github.razroo/state-trace

A✓Verified

Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

Jira Alerts (JSM Operations)

io.github.rrvrs/jira-alerts-mcp

A✓Verified

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

MCP Health Monitor

io.github.oaslananka/health-monitor-mcp

B✓Verified

Monitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

Datadog

io.github.us-all/datadog

B✓Verified

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

Agent Observability

io.github.KryptosAI/agent-observability

B✓Verified

Trace AI agent execution: every tool call, every error, every dollar.

Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.

Domain Monitor

io.github.jasoncbraatz/domain-monitor-mcp

B✓Verified

Query domain expiration data from domain-monitor.io via AI assistants like Claude.

Log

io.github.rog0x/log

C✓Verified

Log parse, filter, analyze for AI agents

Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.

Governed email for AI agents (Mailbuttons / mbag.ai): sandbox inboxes, policy gate, audit log.

Agentry.sh Observability

io.github.fr33dr4g0n/agentry-observability

B✓Verified

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

LLM Brand Monitor

io.github.SerpstatGlobal/llm-brand-monitor

B✓Verified

Track how 350+ AI models mention your brand — manage projects, run scans, analyze results

Quellgeist Logs

io.github.Rajeev-Shyam/quellgeist-logs

A✓Verified

Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).