Claude MCP Server Observability
C

Claude MCP Server Observability

This is a Claude MCP server demonstration project, which is used to show how to achieve system observability through a log reading tool, helping users analyze log errors and provide solutions.
2.5 points
7.2K

What is the Claude MCP Server?

The Claude MCP Server is a specially designed tool that helps Claude Desktop better understand and analyze log files. By integrating this server, Claude can more intelligently identify problems and provide targeted solutions.

How to use the Claude MCP Server?

First, start the MCP server. Then, configure the connection in Claude Desktop. Finally, ask questions in natural language to let Claude use the MCP server for analysis.

Applicable scenarios

When you encounter system exceptions or want to conduct in - depth log analysis, the Claude MCP Server will be a powerful assistant.

Main Features

Log Analysis
Parse log files in real - time and quickly locate the problem.
Automated Suggestions
Provide optimization or repair suggestions based on the analysis results.
Multi - dimensional Search
Support search with multiple condition combinations to meet complex requirements.
Advantages
Improve the efficiency of problem diagnosis.
Reduce the time cost of manual operations.
Provide detailed context information to support decision - making.
Limitations
Additional guidance may be required for non - conventional problems.
It depends on high - quality input data to achieve the best results.

How to Use

Clone the Code Repository
Clone this project to the local environment via Git.
Install Dependencies
Ensure that all necessary Python packages are installed.
Start the MCP Server
Run the script to start the local MCP service.

Usage Examples

Case 1: Troubleshoot Historical Errors
Inquire about error records within a specific date range.
Case 2: Performance Monitoring
Request to view the overall performance of the system in the recent period.

Frequently Asked Questions

How can I confirm that the MCP server is working properly?
What should I do if I encounter unparsable logs?

Related Resources

Official Documentation
Comprehensively understand the functions and usage of the MCP server.
GitHub Repository
Download the source code and contribute.
Demo Video
Watch the actual demo video to deepen your understanding.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
9.2K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
8.1K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.4K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
11.9K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
10.6K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
10.0K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.8K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
17.5K
4.5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.4K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
28.4K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
53.4K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
23.0K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
52.0K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
17.1K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
76.1K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase