MCP For Claude Marketplace
Token Budget Allocator

Token Budget Allocator MCP Connector for Claude

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Deterministic token budget distribution for multi-agent pipelines.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

The Token Budget Allocator provides precise, deterministic token distribution across multi-agent pipelines. It uses a weighted proportional distribution combined with the largest-remainder method to ensure every token is accounted for without rounding bias. Use allocate_budget to split total tokens based on role priority, analyze_utilization to monitor context window usage, and get_pipeline_checkpoints to track cumulative consumption and remaining budget at each stage of the pipeline.

tokensbudgetingpipelineallocationdeterministic

3 tools expose this connector's capabilities to your AI agent.

allocate_budget

Calculates the exact integer token distribution for all agents in the pipeline

analyze_utilization

Evaluates how the allocated budget fits within the physical constraints of the models being used

get_pipeline_checkpoints

Provides a step-by-step view of token consumption as the pipeline executes

See how to talk to your AI agent using Token Budget Allocator.

Allocate 100,000 tokens for a pipeline with roles: planner (weight 3), researcher (weight 2), and coder (weight 5).

The allocation is: planner: 30,000 tokens, researcher: 20,000 tokens, and coder: 50,000 tokens.

Check if an allocation of 4000 tokens for a 'coder' role is safe if the model max context is 8192.

The utilization rate for the coder is 0.4875, which is well within the 8192 token limit.

What is the remaining budget after the first agent in a 50,000 token pipeline where the planner gets 10,000 tokens?

After the planner executes, 40,000 tokens remain in the budget.

The tool uses the largest-remainder method. It first assigns the floor of the proportional allocation to each agent and then distributes the remaining tokens to those with the largest fractional parts.

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