Skip to main content
Glama

tokenpull

Pull your local token usage from platform session logs and rank it across time windows (7d, 30d, 90d, all-time) without pasting content. Token-only: reads usage counts, not message content, keeping data on your machine.

Instructions

Pull your LOCAL token usage from the platform's session logs and rank it across the four windows (7d/30d/90d/all-time) with the cascade — zero paste. Token-only: reads usage counts not message content. The numbers stay on your machine unless you submit them. Some platforms may have partial data (estimated=true when cacheCreate isn't available) or a dataGap note when the log format doesn't expose raw token counts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
platformNosource platform (default: claude). Supported: amp, kimi, qwen, pi, openclaw, droid, codebuff, gemini, copilot, opencode, goose, kilo, hermes, claude, codex. codex is estimated via io_ratio. Some platforms need setup (e.g. copilot requires COPILOT_OTEL_ENABLED=true).
Behavior5/5

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

With no annotations, the description carries full burden and excels: it discloses read-only behavior (token-only, not message content), data locality, and caveats about partial data (estimated=true, dataGap note). This is comprehensive.

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?

Three sentences, all essential: purpose, safety guarantee, and data quality warnings. Front-loaded with key action verbs ('Pull', 'read', 'stay'). No wasted words.

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?

Covers purpose, privacy, and data limitations well. However, lacks information about the output format or structure, which could help an agent understand what to expect when no output schema is provided.

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% and already describes the platform enum with a note. The description adds no further parameter semantics beyond what's in the schema, so baseline 3 is appropriate.

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 tool pulls local token usage from session logs and ranks across windows. It distinguishes itself from sibling tools like submit_paste or get_leaderboard by emphasizing local, read-only nature.

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 implies usage for local token statistics but does not explicitly contrast with sibling tools or state when not to use it. The 'numbers stay on your machine' hints at privacy context, but no direct alternatives 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/SunrisesIllNeverSee/sigrank-mcp'

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