What is the best alternative to Preflight?

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

How do Preflight alternatives differ in installation and runtime?

Preflight 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 Preflight 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 Preflight 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 Preflight

Looking for an alternative to Preflight? 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 Preflight Specs →

Target Reference Server

Preflight Overview

New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)

Specification Matrix: Preflight vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
P Preflight (Target)	npx	Free/None	Free	—	—	Current
World Monitor	npx	Other	Free	85,591	—	Compare →
Dynatrace MCP	npx	OAuth	Bring your own API key (usage-based cost)	136	—	Compare →
Topos	uvx	Free/None	Free	25	—	Compare →
Zwldarren Akshare One MCP	npx	Free/None	Free	227	1	Compare →
Fastmcp Sonarqube Metrics	uvx	API key	Free	14	—	Compare →
HostTracker	npx	Free/None	Free	1	—	Compare →
Byok Observability MCP	npx	API key	Free	4	—	Compare →
Actvt	Remote (SSE)	Free/None	Free	2	—	Compare →
Heimdall MCP	npx	No auth required	Free	11	—	Compare →
Sentry MCP	npx	API key	Free	840	—	Compare →
Netdata#Netdata	Remote (SSE)	No auth required	Free	80,445	—	Compare →
OnchainAI	npx	Free/None	Free	1	—	Compare →

Detailed Evaluation of Preflight Alternatives

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

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Dynatrace MCP

Runtime: npx

Local MCP server providing AI-driven access to Dynatrace observability data via natural language queries.

Key Features:

AI-powered DQL generation and explanation

Browser-based OAuth Authorization Code Flow authentication

Token storage in OS keychain or file system

3 0 136

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Topos

Runtime: uvx

Structural code-quality tools for AI coding agents.

1 0 25

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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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Fastmcp Sonarqube Metrics

Runtime: uvx

Exposes SonarQube project metrics, history, component data, health checks, projects, and issues through MCP tools.

Key Features:

Expose SonarQube data through FastMCP

Retrieve current and historical project metrics

Collect paginated component-tree metrics

8 0 14

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HostTracker

Runtime: npx

Website uptime monitoring: run checks from 300+ locations, manage monitors, alerts and incidents

0 0 1

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Byok Observability MCP

Runtime: npx

Local MCP server to query Grafana, Prometheus, Kafka UI, and Datadog with BYOK credentials in env vars.

Key Features:

Supports Grafana, Prometheus, Kafka UI, and Datadog

BYOK model with credentials in environment variables

Partial setup exposing only configured backends

2 0 4

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Actvt

Runtime: Remote (SSE)

Query live Mac system metrics, listening ports, and Claude Code and Codex session history.

0 0 2

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Heimdall MCP

Runtime: npx

A transparent proxy for MCP servers that intercepts JSON-RPC, measures latency, stores traces, and enforces access policies.

Key Features:

Transparent proxy for any MCP server

Latency measurement and JSON-RPC message interception

Trace storage in SQLite, PostgreSQL, or MySQL

2 0 11

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Sentry MCP

Runtime: npx

Connects coding agents to Sentry for investigating errors, issues, traces, and performance data through MCP.

Key Features:

Remote MCP access through mcp.sentry.dev

Local stdio transport for Sentry

Error, issue, trace, and performance investigation

3 0 840

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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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OnchainAI

Runtime: npx

Crypto tool directory MCP for AI agents — discover MCP/CLI/SDK/API/x402 tools with trust metadata.

1 0 1

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Best Alternatives to Preflight

Preflight Overview

Specification Matrix: Preflight vs Alternatives

Detailed Evaluation of Preflight Alternatives

Frequently Asked Questions: Preflight Alternatives