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swapnilbabladkar

mcp-aws-observability-server

list_log_groups

List AWS CloudWatch log groups, optionally filtered by name prefix, to locate relevant logs for monitoring and troubleshooting.

Instructions

List CloudWatch log groups on the platform, optionally filtered by name prefix (e.g. '/eks/platform-cluster/').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
prefixNoOptional log group name prefix filter

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full behavioral burden. It does not disclose pagination limits, result ordering, max results, or required permissions for listing log groups — significant omissions for a list tool with zero annotation coverage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single front-loaded sentence with no filler; the core action and the optional modifier are both stated economically with nothing redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple one-optional-param list tool with no output schema, the description covers the action and filter adequately but omits any hint of return shape, result volume, or pagination. Completeness is minimal-viable rather than thorough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and there is only one optional parameter, so the baseline is 3. The description's example prefix ('/eks/platform-cluster/') adds a small amount of practical value beyond the schema's 'Optional log group name prefix filter', but no format or matching semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (List) and resource (CloudWatch log groups) plus scope (on the platform) and the optional filter. It does not explicitly distinguish itself from search_logs or get_active_alarms, but the read-and-enumerate purpose is unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'optionally filtered by name prefix' implies when the prefix parameter applies, but there is no guidance on when to use this tool versus search_logs (log events) or get_active_alarms. Usage is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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