MCP For Claude Marketplace
Tool Call Optimizer

Tool Call Optimizer MCP Connector for Claude

A+

A deterministic calculator to optimize MCP tool token footprints.

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

This MCP server provides precise tools to reduce the 'context tax' of AI agents. It allows for calculating optimization metrics, applying specific strategies like minimize_descriptions, selective_inclusion, or parameter_compression, and validating that the resulting toolset maintains full capability coverage. Use calculate_optimization_metrics to quantify token savings and validate_tool_set to ensure all dependencies and requirements are met.

tokensmcpoptimizationllmefficiency

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

validate_tool_set

Ensures that the optimized toolset is functionally complete and respects logical constraints

apply_optimization_strategy

Executes a specific logic to transform the toolset based on the requested strategy

calculate_optimization_metrics

Calculates the mathematical results of the optimization process

See how to talk to your AI agent using Tool Call Optimizer.

Calculate the token savings for my current toolset.

The total token savings achieved is 450 tokens, representing a 30% reduction in the original footprint.

Apply the selective_inclusion strategy to my tools.

The optimized toolset now contains only the 3 tools required for your task, reducing the total token count from 1200 to 350.

Is my optimized toolset valid for the current task?

Yes, the toolset is valid and all required tools and dependencies are present.

It helps reduce the token footprint of MCP tool definitions to improve LLM reasoning and reduce latency.

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