Skip to main content
Glama
hedging8563

TokenLab MCP Server

by hedging8563

List model pricing

get_pricing
Read-onlyIdempotent

Retrieve current pricing for active models. Filter by provider or tag to find specific costs.

Instructions

List model pricing Returns the public pricing surface for active models, with optional provider and tag filters.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagNoFilter by model tag.
providerNoFilter by provider ID.
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive. The description adds that it returns the 'public pricing surface' and mentions optional filters, which is useful but does not disclose response format, pagination, or rate limits. Adds moderate value beyond annotations.

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?

Description is very short, but the phrasing 'List model pricing Returns...' appears to be two fragments without punctuation, slightly reducing clarity. However, it is still mostly concise and front-loaded with the main action.

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?

For a read-only list tool with no output schema, the description could mention the response format or return type. It is adequate but not thorough; the annotations cover safety aspects.

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 coverage is 100% with both parameters having clear descriptions ('Filter by model tag.' and 'Filter by provider ID.'). The description merely repeats 'optional provider and tag filters' without adding new meaning, so baseline of 3 is appropriate.

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?

Description clearly states the tool lists model pricing for active models with optional filters. The verb 'List' and resource 'model pricing' are specific. Distinguishes from sibling 'get_model_pricing' by implying a comprehensive listing vs. potentially a single model, but not explicitly stated.

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 on when to use this tool versus alternatives. Does not mention when not to use or provide context about prerequisites or exclusions.

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/hedging8563/tokenlab-mcp-server'

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