Skip to main content
Glama
israelmamani

NLM Expert Research MCP — Frontier

by israelmamani

health

Verify overall service readiness by checking Frontier availability, NotebookLM authentication persistence, and upstream transport connectivity without exposing credentials.

Instructions

Check Frontier, persistent NotebookLM authentication, and upstream transport readiness without exposing credentials.

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, the description carries the full burden. It adds a key behavioral safeguard ('without exposing credentials') but does not disclose whether the operation is read-only, error behavior, or response format. This is some value beyond the name but not rich context.

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 that immediately states the purpose and a key constraint. Every word earns its place with no redundancy.

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 a simple health-check tool with zero parameters and no output schema, the description sufficiently identifies what is checked. It lacks return-value details but is adequate for the tool's complexity.

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?

The tool has zero parameters, so the schema provides complete coverage. The description adds no parameter details, but none are needed. Baseline of 4 applies.

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 uses the specific verb 'Check' and identifies three distinct resources: Frontier, persistent NotebookLM authentication, and upstream transport readiness. This clearly differentiates it from sibling tools like 'doctor' or 'setup_auth'.

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

Usage Guidelines3/5

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

The description gives clear context on what the tool checks, implying it should be used for verifying these components. However, it does not explicitly mention alternatives or when not to use it, though sibling tools exist.

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/israelmamani/nlm-expert-research-mcp-frontier'

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