Skip to main content
Glama
justinmclean

Podlings MCP

by justinmclean

mentor_count_stats

Compute mentor coverage and mentor-count distribution statistics from a podlings.xml source, with optional filtering by sponsor type.

Instructions

Return mentor coverage and mentor-count distribution stats for a podlings.xml source.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sourceNoHTTPS URL or local path to podlings.xml
sponsor_typeNoOptional sponsor type filter, defaults to incubator: incubator, project, or unknown
Behavior2/5

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

With no annotations, the description should disclose behavioral traits like read-only nature or error handling. It only states the purpose, leaving side effects and output format unclear.

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

Conciseness4/5

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

The description is a single sentence, front-loaded with the action. It is concise, though slightly too brief to cover all needed information.

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?

The description does not explain what the output looks like or how the stats are presented. Given no output schema and the complexity of 'stats', more detail is needed for completeness.

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?

The input schema already provides detailed descriptions for both parameters (source URL/path and sponsor_type with defaults). The tool description adds no further meaning, so the baseline of 3 applies given 100% schema coverage.

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 clearly states it returns mentor coverage and distribution stats from a podlings.xml source, which differentiates it from sibling tools focused on podling lists and timelines. However, the term 'mentor coverage' is not precisely defined.

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?

No guidance is provided on when to use this tool versus the many sibling tools. For example, it doesn't explain that this is for mentor-specific analysis rather than general podling queries.

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/justinmclean/PodlingsMCP'

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