Live survey286 models · 13 providers · 17,592 auditsAudited Using Git Worktrees · SAFE →What changedHow we verifyllms.txt

MCP servers · by job

Logs & monitoring MCP servers

33 MCP servers that read logs, metrics, traces and alerts. 15 are SAFE, 6 CAUTION and 12 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Logs & monitoring MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/observability/page/2

Verdicts · 33 servers

✓SAFE15!CAUTION6✕BLOCK12

Transports

  • stdio, runs locally30
  • Streamable HTTP, remote17
  • SSE, legacy remote2
  • Not declared2

A server can list more than one transport.

Tool risk

4

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 8 tools.

Servers with no destructive tools →

33 logs & monitoring servers

25–33 of 33 · ranked by trust score, then stars

mcp-server

SutramX/mcp-server

✕BLOCK D

SutramX MCP server (stdio + hosted HTTP): let AI agents manage monitors, incidents and status pages.

★ 02 destructivestdio

GreptimeDB

greptimeteam/greptimedb-mcp-server

✕BLOCK D

A Model Context Protocol (MCP) server for GreptimeDB

★ 291 readstdio

ai-r

pro-target/ai-r

!CAUTION F

Read local AI agent sessions (Claude Code, Codex, OpenCode, Antigravity, Pi): intents, plans, tools

★ 33 writestdio

Openllmetry Js

traceloop/openllmetry-js

✕BLOCK F

Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based on OpenTelemetry

★ 4121 write

VictoriaLogs

victoriametrics-community/mcp-victorialogs

✕BLOCK F

The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

★ 99Not listed in sourcestdio

VictoriaLogs

victoriametrics/mcp-victorialogs

✕BLOCK F

The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

★ 98Not listed in sourcestdio

BetterDB Monitor

betterdb-inc/monitor

✕BLOCK F

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

★ 1,3011 destructivestdio

who2be

luetzey/who2be

✕BLOCK F

Self-hosted hub for AI agent configuration: versioned personas, playbooks and knowledge with a mandatory review step, served to agents over MCP. Agent configuration you review — not behavior you hope for.

★ 05 readstdio

Thoughtbox

kastalien-research/thoughtbox

✕BLOCK F

Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.

★ 664 destructivestreamable-http

Other jobs

Memory & knowledge330Cloud & infra239Code intelligence179Agent orchestration171Databases155Finance & crypto123Web search121Security119Browser automation116Marketing & analytics95Image, video & audio92Files & storage83Payments65Design tools63Chat & email62Mobile development51Git & code hosting41Project management38Calendar & office35

By risk

Read-only servers1,620No destructive tools3,145Remote servers2,120

Questions

How do you decide which servers are logs & monitoring servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which logs & monitoring MCP servers rank highest on trust?
Prometheus (pab1it0/prometheus-mcp-server), Langfuse Prompts (langfuse/mcp-server-langfuse) and Klag (themoah/klag), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many logs & monitoring servers only read?
8 of the 33 declare tools that all only read; 4 expose at least one destructive tool.

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