Skip to main content
Glama

ci_report

Generate a CI regression report from run artifacts to identify breaking changes and issues in MCP servers.

Instructions

Generate a CI regression report from run artifacts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
artifactsDirNoDirectory containing run artifacts. Defaults to .mcp-observatory/runs/
Behavior2/5

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

With no annotations, the description carries the full burden but only states it generates a report, implying a read operation. It does not disclose side effects, required permissions, or output format, leaving significant ambiguity.

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?

The description is a single, focused sentence of 9 words, perfectly front-loaded and efficient with no extraneous content.

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

Completeness2/5

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

Given the simple schema (1 optional parameter) and no output schema, the description lacks specifics about the report's nature, contents, or return value, leaving the agent insufficiently informed for correct invocation.

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%, so baseline is 3. The description adds no new meaning beyond the schema's parameter details, merely echoing 'from run artifacts', which is already apparent.

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

Purpose5/5

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

The description 'Generate a CI regression report from run artifacts' uses a specific verb (Generate) and resource (CI regression report from run artifacts), clearly distinguishing it from sibling tools like get_last_run or scan.

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

Usage Guidelines2/5

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

The description offers no guidance on when to use this tool versus alternatives, such as diff_runs or check_server, nor does it specify prerequisites or context.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/KryptosAI/mcp-observatory'

If you have feedback or need assistance with the MCP directory API, please join our Discord server