New Relic MCP vs Lightstep: Which is Better in 2026?
Choosing between New Relic MCP and Lightstep comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Bottom line: Lightstep wins this matchup. Pick New Relic MCP if you need AI agents.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
New Relic MCP
Query observability data with natural language or NRQL
Best for you if:
- • You want query observability data with natural language or NRQL
Lightstep
Distributed tracing and observability
Best for you if:
- • You want good distributed tracing
- • You want servicenow owned
| At a Glance | New Relic MCP | |
|---|---|---|
Starts at | FreeFree tier available | FreeFree tier available |
Best For | AI Agents | DevOps |
Rating | - | 4.3/5 |
Free plan | Yes | Yes |
Choose New Relic MCP or Lightstep?
Choose New Relic MCP if
Query observability data with natural language or NRQL
- You want query observability data with natural language or NRQL
- Your work is AI agents-shaped, not DevOps-shaped
Choose Lightstep if
Distributed tracing and observability
- You want good distributed tracing
- You want servicenow owned
- Your work is DevOps-shaped, not AI agents-shaped
| Feature | New Relic MCP | Lightstep |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | No ratings yet | ★4.3/5 21 reviews |
| Categories | AI AgentsAnalytics | DevOpsDebugging |
In-Depth Analysis
New Relic MCP
Query observability data with natural language or NRQL
New Relic MCP's pricing is fair for teams already invested in New Relic, with a generous 100 GB free tier and usage-based costs starting at $0.40/GB, but the per-user Pro fees ($349/user annually) can escalate quickly for larger teams.
Watch out
Pro full platform users cost $349/user annually
Key features
Lightstep
Distributed tracing and observability
Lightstep's 'Custom' pricing for its Subscription tier, especially with its EOL in March 2026, makes it an expensive and uncertain choice.
Strengths
- +Good distributed tracing
- +Servicenow owned
- +OpenTelemetry support
- +Change intelligence
- +Good UX
Weaknesses
- -Expensive
- -Enterprise focused
- -Integration effort
- -Less known
- -Competition from free tools
Key features
Pricing: New Relic MCP vs Lightstep
| Plan | New Relic MCP | Lightstep |
|---|---|---|
| Tier 1 | Free Free | Custom Subscription |
| Tier 2 | $0.40/GB beyond free 100 GB limit Standard (Data Ingest) | N/A |
| Tier 3 | $0.60/GB beyond free 100 GB limit Standard (Data Plus) | N/A |
| Tier 4 | $0.40/GB beyond free 100 GB limit Pro (Data Ingest) | N/A |
| Tier 5 | $0.60/GB beyond free 100 GB limit Pro (Data Plus) | N/A |
| Tier 6 | $49/user Pro (Core Users) | N/A |
| Tier 7 | $349/user Pro (Full Platform Users - Annual) | N/A |
| Tier 8 | $418.80/user Pro (Full Platform Users - Monthly) | N/A |
| Tier 9 | Contact Sales Enterprise | N/A |
Pricing verified from each vendor's public pricing page. Compare in detail on New Relic MCP pricing and Lightstep pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: New Relic MCP
Want the highest-rated option?
Lightstep is rated 4.3/5. New Relic MCP has no ratings yet.
Go with: Lightstep
Value user reviews?
New Relic MCP: no ratings yet. Lightstep: 21 reviews (4.3/5).
Go with: Lightstep
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
New Relic MCP is a AI agents tool. Lightstep is in DevOps. Pick the category that matches your needs.
How important are ratings?
Lightstep is rated 4.3/5; New Relic MCP has no ratings yet.
Key Takeaways
Lightstep
- Free tier available
- Our pick for this comparison
New Relic MCP
- Better fit for AI agents
The Bottom Line
Lightstep wins this matchup.
Frequently Asked Questions
Is New Relic MCP or Lightstep better?
Lightstep is rated in our evaluation. Both are freemium.
What are New Relic MCP and Lightstep used for?
New Relic MCP: Query observability data with natural language or NRQL. Lightstep: Distributed tracing and observability.
What does New Relic MCP cost vs Lightstep?
New Relic MCP is freemium (free tier + paid plans). Lightstep is freemium (free tier + paid plans). Visit their websites for detailed pricing.