Skip to main content
Glama

get_recommendations

Returns prioritized recommendations for addressing technical debt in a project, with an optional limit on results.

Instructions

Get prioritized recommendations for addressing technical debt.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "path": "<path>"
    },
    "name": "get_recommendations"
  }
}

Input Schema

NameRequiredDescriptionDefault
pathYesAbsolute path to the project root directory
limitNoOptional: maximum number of recommendations to return (default: 5, minimum: 1)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.0.1

TDQS

B3.1/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full burden of behavioral disclosure. Beyond the word 'prioritized' it says nothing about what the prioritization is based on, whether the call triggers an expensive project scan (relevant since it takes a project root path), whether results are cached, or how many items typically come back.

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 the verb and resource up front and zero filler. Nothing is redundant, though the brevity comes at the cost of the behavioral detail scored elsewhere.

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?

The parameter surface is small and fully covered by the schema, and no output schema exists, so the description needn't explain return values. However, for a path-scoped analysis tool with no annotations, the one-liner leaves out the operational context (scan cost, prioritization logic) that would let an agent call it with confidence.

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 description coverage is 100%, with the required 'path' and optional 'limit' (default 5, minimum 1) both documented in the schema. The description adds no additional meaning about how these parameters shape the recommendations, so the schema does all the work.

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?

The description names a specific verb and resource ('Get prioritized recommendations') scoped to a specific domain ('addressing technical debt'), so an agent knows exactly what it returns. It stops short of distinguishing itself from siblings such as get_debt_summary or get_vulnerability_report, which could also surface debt-related output.

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?

There is no when-to-use or when-not-to-use guidance, and no named alternative. With siblings like get_debt_summary, get_issues_by_severity, and get_vulnerability_report in the catalog, an agent gets no help deciding whether to ask for recommendations or a summary/report instead.

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