Last9
L9 MCP

Vibe Monitoring. Production issues, local codebase. {Fixed by AI} .

Seamlessly bring real-time production context — logs, metrics, and traces — into your local environment to auto-fix code faster.

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Like, a {vibe check, but for issues} your users are facing.

Vibe monitoring is feeling the pulse of production without breaking your flow. It brings the right signals directly to your local dev environment.

With Last9 MCP, your agent delivers production context to your workspace. See service relationships, trace actual issues, and fix real problems without tab-hopping or context switching.

Stay in the zone. Feel the vibe of your systems. Fix what matters.

[Start using Last9 MCP →]
Before and after Last9 MCP
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Get Started

Follow our guide to using the Last9 Observability MCP with either Claude Desktop, Cursor, Windsurf, or VS Code.

Setup Last9 MCP
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Current Tools

get_exceptions

Get server-side exceptions over a specified time range

get_service_summary

Get service summary with throughput, error rate, and response time

get_service_performance_details

Get detailed performance metrics for a specific service

get_service_operations_summary

Get operations summary for HTTP endpoints, database queries

get_service_dependency_graph

Get service dependency graph showing incoming and outgoing dependencies

prometheus_range_query

Execute Prometheus range queries for metrics over a time period

prometheus_instant_query

Execute Prometheus instant queries at a specific point in time

prometheus_label_values

Get all label values for a specific label name

prometheus_labels

Get all available label names

get_logs

Get logs filtered by service name and/or severity level

get_drop_rules

Get drop rules for what logs get filtered out

add_drop_rule

Create a drop rule for logs at Control Plane

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Demos