cloudwatch-mcp
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- FlicenseNot gradedqualityDmaintenanceProvides AI assistants with read-only access to AWS CloudWatch Logs for production debugging and log analysis, enabling error searching and bug report generation.-
- AlicenseNot gradedqualityDmaintenanceEnables 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.MIT
- FlicenseAqualityDmaintenanceEnables querying OpenTelemetry logs stored in OpenSearch across development and production environments. Provides tools for searching logs by various criteria including free-text Lucene queries, trace IDs, service names, error levels, and specific fields.8-
- FlicenseNot gradedqualityBmaintenanceEnables natural language queries for AWS CloudWatch logs, metrics, and alarms via an LLM agent with MCP tools.-

Log Analyzer with MCPofficial
AlicenseNot gradedqualityFmaintenanceA Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.168Apache 2.0- AlicenseNot gradedqualityDmaintenanceEnables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only via MCP, providing rapid health snapshots and triage without console navigation.1MIT
TDQS
Scored across 5 tools
Each tool has a distinct purpose: getting details, listing groups, listing streams, advanced querying, and simple searching. However, `query_logs_insights` and `search_logs` could be confused for basic searches, though descriptions clarify their different syntaxes.
All tool names follow a consistent verb_noun pattern using snake_case, e.g., `get_log_group_info`, `list_log_groups`, `search_logs`. No mixing of conventions.
With 5 tools, the server covers essential log operations (listing, details, searching, advanced querying) without being bloated. The count is appropriate for a focused CloudWatch Logs interaction.
Core read and query operations are covered, but write operations (create/delete log groups, update retention) are missing. Agents can still work with existing resources, but cannot manage them fully.