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.
| # | Server | Category | Stars | Forks | Last commit |
|---|---|---|---|---|---|
| 1 | Grafana MCP query Grafana dashboards, Prometheus metrics, and Loki logs | Monitoring & Observability | 3.3K | 405 | yesterday |
| 2 | Sentry MCP investigate errors, issues, and performance data from Sentry | Monitoring & Observability | 790 | 130 | 2 days ago |
| 3 | Auth0 MCP Server auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language | Monitoring & Observability | 112 | 45 | 3 days ago |
| 4 | mcp list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring | Monitoring & Observability | 12 | 9 | 9 days ago |
| 5 | AnomalyArmor data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality | Monitoring & Observability | 1 | 0 | 1 month ago |
| 6 | a2adependencyinspector-mcp remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi | Monitoring & Observability | 0 | 0 | 2 months ago |
| 7 | a2areplayreceipt-mcp remote MCP for A2A failure replay MCP, structured receipts, audit logs, and reviewer-ready evidence | Monitoring & Observability | 0 | 0 | 2 months ago |
| 8 | agentichtmlexportqa-mcp paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs, and reviewer-ready | Monitoring & Observability | 0 | 0 | 2 months ago |
| 9 | agentmemorymcp-mcp A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re | Monitoring & Observability | 0 | 0 | 2 months ago |
| 10 | agentmonitorrelay-mcp AI agent run monitoring with incident replay and SLA receipts | Monitoring & Observability | 0 | 0 | 2 months ago |
| 11 | agentskillupdategate-mcp paid remote MCP for Claude Code skill update gate MCP, structured receipts, audit logs, and reviewer | Monitoring & Observability | 0 | 0 | 2 months ago |
| 12 | aistudioandroidreleasegate-mcp remote MCP for AI Studio Android release gate MCP, structured receipts, audit logs, and reviewer-rea | Monitoring & Observability | 0 | 0 | 2 months ago |
| 13 | aistudioworkspaceapproval-mcp paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts, audit logs, and revi | Monitoring & Observability | 0 | 0 | 2 months ago |
| 14 | androidcliagentgate-mcp remote MCP for Android CLI agent build gate, structured receipts, audit logs, and reviewer-ready evi | Monitoring & Observability | 0 | 0 | 2 months ago |
| 15 | antigravityextensiongate-mcp paid remote MCP for Antigravity extension compatibility MCP, structured receipts, audit logs, and re | Monitoring & Observability | 0 | 0 | 2 months ago |
| 16 | antigravityrunledger-mcp remote MCP for Antigravity agent run receipt MCP, structured receipts, audit logs, and reviewer-read | Monitoring & Observability | 0 | 0 | 2 months ago |
| 17 | bumblebeereceipt-mcp A paid remote MCP for developer endpoint scanner MCP, built to return verdicts, receipts, usage logs | Monitoring & Observability | 0 | 0 | 2 months ago |
| 18 | byterovermemory-mcp A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a | Monitoring & Observability | 0 | 0 | 2 months ago |
| 19 | c2padisclosure-mcp remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and reviewer-ready evide | Monitoring & Observability | 0 | 0 | 2 months ago |
| 20 | c2paintake-mcp remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and reviewer-ready evidenc | Monitoring & Observability | 0 | 0 | 2 months ago |
| 21 | clawmanagerfleet-mcp A paid remote MCP for ClawManager, built to return verdicts, receipts, usage logs, and audit-ready J | Monitoring & Observability | 0 | 0 | 1 month ago |
| 22 | clianythingharness-mcp A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage logs, and audit-ready | Monitoring & Observability | 0 | 0 | 2 months ago |
| 23 | codegraphcontext-mcp A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs, | Monitoring & Observability | 0 | 0 | 2 months ago |
| 24 | codegworkspace-mcp A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 25 | context7docs-mcp A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r | Monitoring & Observability | 0 | 0 | 1 month ago |
| 26 | copilotcliswitchgate-mcp remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, and reviewer-ready evid | Monitoring & Observability | 0 | 0 | 2 months ago |
| 27 | coralquery-mcp A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts, usage logs, and aud | Monitoring & Observability | 0 | 0 | 2 months ago |
| 28 | decapodkernel-mcp A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 29 | equiblesagent-mcp A paid remote MCP for Equibles, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 30 | evalscopebench-mcp A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, receipts, usage logs, an | Monitoring & Observability | 0 | 0 | 2 months ago |
| 31 | fastmcpruntime-mcp A paid remote MCP for hosted MCP server, built to return verdicts, receipts, usage logs, and audit-r | Monitoring & Observability | 0 | 0 | 2 months ago |
| 32 | ffmpeg-micro-mcp the FFmpeg Micro video transcoding API — create, monitor, download transcodes | Monitoring & Observability | 0 | 0 | 2 months ago |
| 33 | futureagievals-mcp A paid remote MCP for AI SDK eval dashboard, built to return verdicts, receipts, usage logs, and aud | Monitoring & Observability | 0 | 0 | 2 months ago |
| 34 | geminiomnirights-mcp remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie | Monitoring & Observability | 0 | 0 | 2 months ago |
| 35 | hyperframesrender-mcp A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage logs, and audit-ready J | Monitoring & Observability | 0 | 0 | 1 month ago |
| 36 | jcodeharness-mcp A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and | Monitoring & Observability | 0 | 0 | 1 month ago |
| 37 | jenniferjiang0511-mit-ai-studio-hw3 greet people by name and check local forecasts and weather alerts across the U.S. Switch to a play… | Monitoring & Observability | 0 | 1 | 9 months ago |
| 38 | lixversion-mcp A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 39 | mcpdeprecation-mcp remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, and reviewer-ready evi | Monitoring & Observability | 0 | 0 | 2 months ago |
| 40 | mcpgatewaydesk-mcp A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, receipts, usage logs, a | Monitoring & Observability | 0 | 0 | 2 months ago |
| 41 | mcpscopeconsent-mcp remote MCP for MCP consent scope receipt, structured receipts, audit logs, and reviewer-ready eviden | Monitoring & Observability | 0 | 0 | 2 months ago |
| 42 | mcpuptimeledger-mcp MCP uptime, schema, auth, and SLA receipt monitoring | Monitoring & Observability | 0 | 0 | 2 months ago |
| 43 | opendesignguard-mcp paid remote MCP for agent design system guard MCP, structured receipts, audit logs, and reviewer-rea | Monitoring & Observability | 0 | 0 | 2 months ago |
| 44 | pptmasterdeck-mcp A paid remote MCP for ppt-master, built to return verdicts, receipts, usage logs, and audit-ready JS | Monitoring & Observability | 0 | 0 | 1 month ago |
| 45 | pydanticcontract-mcp A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs, | Monitoring & Observability | 0 | 0 | 2 months ago |
| 46 | rtkcontext-mcp A paid remote MCP for OpenAI Codex context compressor, built to return verdicts, receipts, usage log | Monitoring & Observability | 0 | 0 | 2 months ago |
| 47 | schemadriftgate-mcp paid remote MCP for schema drift checks, approvals, receipts, and release audit logs | Monitoring & Observability | 0 | 0 | 2 months ago |
| 48 | shipswiftcomponents-mcp A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs, and audit-ready JSO | Monitoring & Observability | 0 | 0 | 1 month ago |
| 49 | skybridgepackager-mcp A paid remote MCP for Skybridge, built to return verdicts, receipts, usage logs, and audit-ready JSO | Monitoring & Observability | 0 | 0 | 1 month ago |
| 50 | speckitacceptance-mcp paid remote MCP for spec driven development acceptance gate MCP, structured receipts, audit logs, an | Monitoring & Observability | 0 | 0 | 2 months ago |
| 51 | sregymgate-mcp A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 52 | statewrightgate-mcp A paid remote MCP for Statewright, built to return verdicts, receipts, usage logs, and audit-ready J | Monitoring & Observability | 0 | 0 | 1 month ago |
| 53 | unitymcptest-mcp A paid remote MCP for Unity-MCP, built to return verdicts, receipts, usage logs, and audit-ready JSO | Monitoring & Observability | 0 | 0 | 1 month ago |
| 54 | universalcartmerchantgate-mcp remote MCP for Universal Cart merchant readiness MCP, structured receipts, audit logs, and reviewer- | Monitoring & Observability | 0 | 0 | 2 months ago |
| 55 | veocreditwaste-mcp paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit logs, and reviewer-ready | Monitoring & Observability | 0 | 0 | 2 months ago |
| 56 | webmcpactionreceipt-mcp paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs, and reviewer-ready e | Monitoring & Observability | 0 | 0 | 2 months ago |
| 57 | zeroidagent-mcp A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 month ago |
| 58 | zerolangcompiler-mcp A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs, and audit-ready JSON | Monitoring & Observability | 0 | 0 | 1 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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