MMCP Server Finder

Monitoring & Observability MCP Servers

MCP servers that surface logs, metrics, and errors to AI assistants. This page lists 58 Monitoring & Observability MCP servers, ranked by GitHub stars.

#ServerCategoryStarsForksLast commit
1Grafana MCP

query Grafana dashboards, Prometheus metrics, and Loki logs

Monitoring & Observability3.3K405yesterday
2Sentry MCP

investigate errors, issues, and performance data from Sentry

Monitoring & Observability7901302 days ago
3Auth0 MCP Server

auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

Monitoring & Observability112453 days ago
4mcp

list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring

Monitoring & Observability1299 days ago
5AnomalyArmor

data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality

Monitoring & Observability101 month ago
6a2adependencyinspector-mcp

remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi

Monitoring & Observability002 months ago
7a2areplayreceipt-mcp

remote MCP for A2A failure replay MCP, structured receipts, audit logs, and reviewer-ready evidence

Monitoring & Observability002 months ago
8agentichtmlexportqa-mcp

paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs, and reviewer-ready

Monitoring & Observability002 months ago
9agentmemorymcp-mcp

A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re

Monitoring & Observability002 months ago
10agentmonitorrelay-mcp

AI agent run monitoring with incident replay and SLA receipts

Monitoring & Observability002 months ago
11agentskillupdategate-mcp

paid remote MCP for Claude Code skill update gate MCP, structured receipts, audit logs, and reviewer

Monitoring & Observability002 months ago
12aistudioandroidreleasegate-mcp

remote MCP for AI Studio Android release gate MCP, structured receipts, audit logs, and reviewer-rea

Monitoring & Observability002 months ago
13aistudioworkspaceapproval-mcp

paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts, audit logs, and revi

Monitoring & Observability002 months ago
14androidcliagentgate-mcp

remote MCP for Android CLI agent build gate, structured receipts, audit logs, and reviewer-ready evi

Monitoring & Observability002 months ago
15antigravityextensiongate-mcp

paid remote MCP for Antigravity extension compatibility MCP, structured receipts, audit logs, and re

Monitoring & Observability002 months ago
16antigravityrunledger-mcp

remote MCP for Antigravity agent run receipt MCP, structured receipts, audit logs, and reviewer-read

Monitoring & Observability002 months ago
17bumblebeereceipt-mcp

A paid remote MCP for developer endpoint scanner MCP, built to return verdicts, receipts, usage logs

Monitoring & Observability002 months ago
18byterovermemory-mcp

A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

Monitoring & Observability002 months ago
19c2padisclosure-mcp

remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and reviewer-ready evide

Monitoring & Observability002 months ago
20c2paintake-mcp

remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and reviewer-ready evidenc

Monitoring & Observability002 months ago
21clawmanagerfleet-mcp

A paid remote MCP for ClawManager, built to return verdicts, receipts, usage logs, and audit-ready J

Monitoring & Observability001 month ago
22clianythingharness-mcp

A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage logs, and audit-ready

Monitoring & Observability002 months ago
23codegraphcontext-mcp

A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,

Monitoring & Observability002 months ago
24codegworkspace-mcp

A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
25context7docs-mcp

A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r

Monitoring & Observability001 month ago
26copilotcliswitchgate-mcp

remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, and reviewer-ready evid

Monitoring & Observability002 months ago
27coralquery-mcp

A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts, usage logs, and aud

Monitoring & Observability002 months ago
28decapodkernel-mcp

A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
29equiblesagent-mcp

A paid remote MCP for Equibles, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
30evalscopebench-mcp

A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, receipts, usage logs, an

Monitoring & Observability002 months ago
31fastmcpruntime-mcp

A paid remote MCP for hosted MCP server, built to return verdicts, receipts, usage logs, and audit-r

Monitoring & Observability002 months ago
32ffmpeg-micro-mcp

the FFmpeg Micro video transcoding API — create, monitor, download transcodes

Monitoring & Observability002 months ago
33futureagievals-mcp

A paid remote MCP for AI SDK eval dashboard, built to return verdicts, receipts, usage logs, and aud

Monitoring & Observability002 months ago
34geminiomnirights-mcp

remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie

Monitoring & Observability002 months ago
35hyperframesrender-mcp

A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage logs, and audit-ready J

Monitoring & Observability001 month ago
36jcodeharness-mcp

A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and

Monitoring & Observability001 month ago
37jenniferjiang0511-mit-ai-studio-hw3

greet people by name and check local forecasts and weather alerts across the U.S. Switch to a play…

Monitoring & Observability019 months ago
38lixversion-mcp

A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
39mcpdeprecation-mcp

remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, and reviewer-ready evi

Monitoring & Observability002 months ago
40mcpgatewaydesk-mcp

A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, receipts, usage logs, a

Monitoring & Observability002 months ago
41mcpscopeconsent-mcp

remote MCP for MCP consent scope receipt, structured receipts, audit logs, and reviewer-ready eviden

Monitoring & Observability002 months ago
42mcpuptimeledger-mcp

MCP uptime, schema, auth, and SLA receipt monitoring

Monitoring & Observability002 months ago
43opendesignguard-mcp

paid remote MCP for agent design system guard MCP, structured receipts, audit logs, and reviewer-rea

Monitoring & Observability002 months ago
44pptmasterdeck-mcp

A paid remote MCP for ppt-master, built to return verdicts, receipts, usage logs, and audit-ready JS

Monitoring & Observability001 month ago
45pydanticcontract-mcp

A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs,

Monitoring & Observability002 months ago
46rtkcontext-mcp

A paid remote MCP for OpenAI Codex context compressor, built to return verdicts, receipts, usage log

Monitoring & Observability002 months ago
47schemadriftgate-mcp

paid remote MCP for schema drift checks, approvals, receipts, and release audit logs

Monitoring & Observability002 months ago
48shipswiftcomponents-mcp

A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs, and audit-ready JSO

Monitoring & Observability001 month ago
49skybridgepackager-mcp

A paid remote MCP for Skybridge, built to return verdicts, receipts, usage logs, and audit-ready JSO

Monitoring & Observability001 month ago
50speckitacceptance-mcp

paid remote MCP for spec driven development acceptance gate MCP, structured receipts, audit logs, an

Monitoring & Observability002 months ago
51sregymgate-mcp

A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
52statewrightgate-mcp

A paid remote MCP for Statewright, built to return verdicts, receipts, usage logs, and audit-ready J

Monitoring & Observability001 month ago
53unitymcptest-mcp

A paid remote MCP for Unity-MCP, built to return verdicts, receipts, usage logs, and audit-ready JSO

Monitoring & Observability001 month ago
54universalcartmerchantgate-mcp

remote MCP for Universal Cart merchant readiness MCP, structured receipts, audit logs, and reviewer-

Monitoring & Observability002 months ago
55veocreditwaste-mcp

paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit logs, and reviewer-ready

Monitoring & Observability002 months ago
56webmcpactionreceipt-mcp

paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs, and reviewer-ready e

Monitoring & Observability002 months ago
57zeroidagent-mcp

A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago
58zerolangcompiler-mcp

A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs, and audit-ready JSON

Monitoring & Observability001 month ago

Frequently asked questions

What are Monitoring & Observability MCP servers?

MCP servers that surface logs, metrics, and errors to AI assistants.

Which Monitoring & Observability MCP servers are most popular?

The most-starred Monitoring & Observability MCP servers include Grafana MCP, Sentry MCP, and Auth0 MCP Server.

How do I choose a Monitoring & Observability MCP server?

Compare GitHub stars, recent commit activity, supported clients, and license, then pick the server that matches your stack and use case.

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