"log" matching MCP servers:

• Log Analyzer MCP

  Fato07

  A

  license

  A

  quality

  B

  maintenance

  An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.

  Last updated 2026-01-16

  14

  5

  MIT

• Log MCP Server

  thhart

  A

  license

  A

  quality

  B

  maintenance

  Enables AI assistants to automatically inspect and analyze application runtime log files for debugging and troubleshooting. Supports monitoring multiple log directories simultaneously with tools for listing, reading, searching, and paginating through log files.

  Last updated 2025-12-11

  8

  MIT

• log-analyzer-mcp

  yufeizhou666

  F

  license

  B

  quality

  C

  maintenance

  Enables log analysis, searching, counting, and system metrics retrieval (CPU, memory, disk) via natural language, using 5 tools that can be integrated with Claude Code.

  Last updated 2026-05-06

  5

• Log Analyzer MCP

  djm81

  F

  license

  B

  quality

  C

  maintenance

  A Python-based MCP server that enables AI-assisted log file analysis with features for filtering, parsing, and interpreting log outputs, plus executing and analyzing test runs with varying verbosity levels.

  Last updated 2025-06-08

  12

  9

• MCP Log Reader

  klara-research

  A

  license

  B

  quality

  C

  maintenance

  A specialized MCP server that helps analyze and debug Model Context Protocol logs by providing Claude with direct access to log files across multiple platforms.

  Last updated 2025-05-03

  1

  16

  MIT

• Log Analyzer MCP

  Darkstar326

  F

  license

  B

  quality

  C

  maintenance

  Enables AI-assisted analysis of log files through advanced searching, filtering, and test execution capabilities. Supports time-based queries, pattern matching, test summarization, and code coverage reporting directly within compatible MCP clients.

  Last updated 2025-12-02

  12

• MCP Variance Log

  truaxki

  A

  license

  C

  quality

  C

  maintenance

  Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. Built using the Model Context Protocol (MCP), this system is designed to be used with Claude Desktop or other MCP-compatible clients.

  Last updated 2025-01-26

  8

  4

  MIT

• MCP Log Analyzer

  Tushar-Shrivastava

  A

  license

  -

  quality

  C

  maintenance

  An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

  Last updated 2025-08-16

  1

  MIT

• Log Reader MCP

  hassansaadfr

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that provides AI assistants with direct access to application logs for on-demand searching, filtering, and analysis. It enables tools like Cursor to summarize log entries and identify errors within the development environment to streamline debugging.

  Last updated 2025-07-04

  12

  7

  MIT

• MCP Log Analyzer

  sedwardstx

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that analyzes various log types on Windows systems, allowing users to register, query, and analyze logs from different sources including Windows Event Logs, ETL files, and structured/unstructured text logs.

  Last updated 2025-07-30

  4

  MIT

• rf-log-mcp

  cceniam

  F

  license

  B

  quality

  C

  maintenance

  An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

  Last updated 2026-05-18

  3

  2

• Cocos MCP Log Bridge

  czh2774

  A

  license

  -

  quality

  C

  maintenance

  A powerful log bridging tool that synchronizes log information between Cocos Creator editor and Cursor AI, helping developers analyze and solve problems more effectively.

  Last updated 2025-04-01

  50

  31

  MIT
• 

  Log Analyzer with MCPofficial

  awslabs

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-05-12

  160

  Apache 2.0

• CloudWatch Log Analyst MCP

  eugeneoh04

  A

  license

  -

  quality

  C

  maintenance

  Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured root-cause analysis via natural language prompts, using MCP tools for log group listing and Insights queries.

  Last updated 2026-05-12

  MIT

• Log Analyzer MCP Server

  suriya-ML

  A

  license

  -

  quality

  C

  maintenance

  An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.

  Last updated 2025-12-19

  MIT

• GCP MCP Log Diagnostics

  kanhaiworld

  F

  license

  -

  quality

  C

  maintenance

  Enables diagnosis of Google Cloud Platform logs using Gemini AI via MCP tools, fetching logs from Cloud Logging for issue analysis and root cause identification.

  Last updated 2026-04-25

• Device Log MCP Server

  dodangnguyen96

  F

  license

  -

  quality

  C

  maintenance

  Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka status for testing purposes by querying with device serial numbers.

  Last updated 2025-11-04

• Azure Log Analytics MCP Server

  rasta26

  F

  license

  -

  quality

  C

  maintenance

  Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Query Language). Supports executing queries, managing saved queries, and exploring workspace tables and schemas with Service Principal authentication.

  Last updated 2025-10-20

• Diet / Meal Log MCP Server

  inai17ibar

  F

  license

  -

  quality

  C

  maintenance

  Enables users to log meals, track daily and weekly calorie intake, and manage diet records. Supports both local and network modes for flexible meal logging across devices.

  Last updated 2025-11-18

• EKS Log Analyzer MCP Server

  dksshddl

  F

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log Collector script. It provides tools and troubleshooting workflows for diagnosing issues with VPC CNI, kubelet, DNS, and general node connectivity.

  Last updated 2026-02-19