Last9 MCP Server
L

Last9 MCP Server

The Last9 MCP Server is a server implementing the Model Context Protocol, providing local integration of real - time production environment data (logs, metrics, traces) for AI developers to help quickly and automatically fix code.
2.5 points
7.3K

What is the Last9 MCP Server?

The Last9 MCP Server is a tool implemented based on the Model Context Protocol (MCP). It helps developers easily obtain real - time production environment logs, metrics, and trace data in the local environment, enabling them to fix code issues more efficiently.

How to use the Last9 MCP Server?

You can configure and use the Last9 MCP Server in just a few steps. It can be quickly accessed in both desktop applications and integrated development environments. It supports mainstream IDEs such as Claude, Cursor, Windsurf, and VS Code.

Use Cases

The Last9 MCP Server is particularly suitable for developers who need to frequently debug production environment issues, especially when locating problems in distributed systems.

Main Features

Get Exception List
Retrieve recent server - side exceptions within the specified time range.
Get Service Dependency Graph
Show the upstream and downstream dependencies and throughput of the specified service.
Get Log Records
Filter log data based on service name and severity.
Get Drop Rules
View the current drop rules to understand which logs are filtered out.
Add New Drop Rule
Create a new rule to control which logs are no longer uploaded to the Last9 control panel.
Advantages
Access production environment data without leaving the local environment.
Support multiple mainstream development tools and IDEs.
Powerful query capabilities to quickly locate the root cause of problems.
Limitations
Require configuration of API keys and other sensitive information.
May have a certain impact on network performance (depending on the specific data volume).
Only support services integrated with Last9.

How to Use

Install the Last9 MCP Server
Install the Last9 MCP Server via Homebrew or NPM.
Set Environment Variables
Configure the necessary environment variables, such as authentication tokens, base URLs, and refresh tokens.
Configure the IDE or Desktop Application
Configure according to the provided instructions based on the IDE or desktop application you are using.

Usage Examples

Case 1: Quickly Locate Exceptions
Obtain the list of recently occurred exceptions through the Last9 MCP Server to quickly locate problems.
Case 2: Analyze Service Dependencies
Use the service dependency graph function to analyze the interaction between a service and other services.

Frequently Asked Questions

How to install the Last9 MCP Server?
Does it support all types of log filtering?
How to update existing drop rules?

Related Resources

Last9 Official Website
Visit the Last9 official website to learn more about products and services.
GitHub Repository
The open - source code repository of the Last9 MCP Server.
YouTube Demo Video
Watch the demonstration of how the Last9 MCP Server works.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "last9": {
      "command": "/opt/homebrew/bin/last9-mcp",
      "env": {
        "LAST9_AUTH_TOKEN": "<your_auth_token>",
        "LAST9_BASE_URL": "<last9_otlp_host>",
        "LAST9_REFRESH_TOKEN": "<refresh_token_from_last9_dashboard>"
      }
    }
  }
}

{
  "mcpServers": {
    "last9": {
      "command": "/opt/homebrew/bin/last9-mcp",
      "env": {
        "LAST9_AUTH_TOKEN": "<auth_token>",
        "LAST9_BASE_URL": "<last9_otlp_host>",
        "LAST9_REFRESH_TOKEN": "<write_refresh_token>"
      }
    }
  }
}

{
  "mcpServers": {
    "last9": {
      "command": "/opt/homebrew/bin/last9-mcp",
      "env": {
        "LAST9_AUTH_TOKEN": "<auth_token>",
        "LAST9_BASE_URL": "<last9_otlp_host>",
        "LAST9_REFRESH_TOKEN": "<refresh_token>"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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