What is the best alternative to Superlog?

The top-rated alternatives to Superlog in the Monitoring category include Netdata, World Monitor, Lighthouse MCP. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Superlog alternatives differ in installation and runtime?

Superlog and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to Superlog free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare Superlog with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

Monitoring• MCP Alternatives Guide

Best Alternatives to Superlog

Looking for an alternative to Superlog? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Monitoring ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Monitoring servers →View Superlog Specs →

Target Reference Server

Superlog Overview

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

Specification Matrix: Superlog vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
S Superlog (Target)	npx	Free/None	Free	1,442	—	Current
Netdata	Remote (SSE)	Free/None	Free	80,461	—	Compare →
World Monitor	npx	Other	Free	85,591	—	Compare →
Lighthouse MCP	npx	Free/None	Free	205	—	Compare →
Dynatrace MCP	npx	OAuth	Free	136	—	Compare →
Zwldarren Akshare One MCP	npx	Free/None	Free	227	1	Compare →
H Honeycomb	Remote (SSE)	Free/None	Free	—	—	Compare →
Netdata#Netdata	Remote (SSE)	No auth required	Free	80,445	—	Compare →
Fanout	npx	Free/None	Free	3	—	Compare →
Sentry MCP Rs	cargo	API key	Free	9	—	Compare →
T The Context Company	Remote (SSE)	Free/None	Free	—	—	Compare →
Opik MCP	npx	API key	Bring your own API key (usage-based cost)	217	—	Compare →
D Dynatrace	npx	Free/None	Free	135	—	Compare →

Detailed Evaluation of Superlog Alternatives

Netdata

Runtime: Remote (SSE)

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

0 0 80,461

Compare side-by-side

World Monitor

Runtime: npx

Exposes live global news, risk, conflict, market, energy, and infrastructure intelligence through 39 MCP tools.

Key Features:

39 global intelligence tools

Curated global and regional news

Country Instability Index data

5 0 85,591

Compare side-by-side

Lighthouse MCP

Runtime: npx

MCP server for Google Lighthouse performance metrics

0 0 205

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Dynatrace MCP

Runtime: npx

Connects AI assistants to Dynatrace for observability queries, incident analysis, security insights, and automation.

Key Features:

Execute and validate Dynatrace DQL

Search Dynatrace entities and observability problems

Query vulnerabilities, exceptions, and Kubernetes events

3 0 136

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Zwldarren Akshare One MCP

Runtime: npx

Provide access to Chinese stock market data including historical prices, real-time data, news, and…

2 1 227

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Honeycomb

Runtime: Remote (SSE)

Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards.

0 0

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Netdata#Netdata

Runtime: Remote (SSE)

Use Netdata observability data for infrastructure discovery, exploration, reporting, and root-cause analysis through MCP.

Key Features:

Discover Netdata-monitored infrastructure

Explore metrics and logs

Inspect systems, containers, and processes

3 0 80,445

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Fanout

Runtime: npx

Investigate OpenTelemetry traces, metrics, and logs, and manage personal dashboards.

0 0 3

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Sentry MCP Rs

Runtime: cargo

Queries Sentry issues, traces, and issue events through three MCP tools in a lightweight Rust binary.

Key Features:

Retrieve Sentry issue details

Inspect distributed trace spans

Search issue events with Sentry query syntax

3 0 9

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The Context Company

Runtime: Remote (SSE)

Query AI agent traces, sessions, patterns, topics, failures, feedback, and observability metrics.

1 0

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Opik MCP

Runtime: npx

MCP server for querying and managing LLM observability, traces, and experiments in Opik workspaces.

Key Features:

Universal read tool for entity retrieval by type and ID

List tool with name filtering and pagination scoped to projects

Ask Ollie tool for investigative and cross-entity synthesis queries

1 0 217

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Dynatrace

Runtime: npx

Connect AI assistants to Dynatrace to query observability data and analyze problems.

0 0 135

Compare side-by-side

Best Alternatives to Superlog

Superlog Overview

Specification Matrix: Superlog vs Alternatives

Detailed Evaluation of Superlog Alternatives

Frequently Asked Questions: Superlog Alternatives