Skip to main content
Glama
Aadi775
by Aadi775

get_concepts_by_project

Retrieve all concepts associated with a project's sessions by providing the project ID.

Instructions

Get all concepts linked to a project's sessions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYesID of the project

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It does not mention whether the operation is read-only, requires authentication, has rate limits, or any side effects. The brevity leaves the agent guessing about the tool's safety and scope.

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 sentence of 9 words, with no filler or redundancy. It is perfectly concise and front-loaded with the action and resource.

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?

For a simple tool with one parameter and an output schema present, the description is nearly complete. It could mention that the output is a list of concepts, but the existence of an output schema mitigates this gap. It adequately covers the tool's purpose for a read operation.

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 schema parameter 'project_id' is described as 'ID of the project' with 100% schema coverage. The description adds no additional meaning beyond the schema, so it meets the baseline but does not exceed it.

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 the action (Get), the resource (concepts), and the scope (linked to a project's sessions). It effectively differentiates from siblings like get_session_concepts which focus on a single session, and get_unlinked_concepts.

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 provides no guidance on when to use this tool versus alternatives like get_session_concepts, get_concept_details, or search. There are no usage conditions, prerequisites, or caveats mentioned.

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/Aadi775/MahoRAGa'

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