Skip to main content
Glama
nampd3

Project Knowledge MCP Server

by nampd3

list_purpose_conflicts

Identify project pairs with conflicting purpose summaries to resolve goal overlap.

Instructions

Return the list of all project pairs whose purpose summaries indicate a Purpose_Conflict.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations provided, the description carries the full burden. It correctly implies a read-only operation, but does not disclose any potential costs, data freshness, or whether the tool requires certain permissions. However, the simple nature of the operation (listing) makes this acceptable.

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, well-structured sentence that contains exactly the necessary information. Zero wasted words, and it is front-loaded with the action and result.

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

Completeness4/5

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

Given zero parameters and no output schema, the description is largely complete. It explains what the tool returns. A minor improvement could be mentioning the output format of the pairs, but it is sufficient for an AI agent to understand the tool's purpose.

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

Parameters4/5

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

There are no parameters, and the schema coverage is 100% (empty schema). The description does not need to add parameter information; the baseline for no parameters is 4, and this is met.

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 clearly states what the tool does: it returns a list of project pairs with purpose conflicts. The verb 'return' combined with the resource 'project pairs with Purpose_Conflict' is specific and distinguishes it from sibling tools that deal with individual projects or dependencies.

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 alternatives like get_project_purpose or list_projects. The description does not mention any contextual triggers or when it is appropriate to invoke this tool.

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/nampd3/gitlab-knowledege'

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