mcpdeveloper-toolstoken-optimizationschema-distillation
Distills MCP tool schemas into shorter text descriptions to reduce token usage by a stated 40–70%.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.
Manual Client & Custom JSON ConfigExpand JSON ▾
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for TollboothLabs/ai-tool-optimizer, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Overview
Use cases
Reduce MCP tool description token usage
Distill verbose tool schemas into shorter text
Optimize context consumption for MCP-based agents
Key features
Text-based schema distillation
MCP tool description optimization
Claimed 40–70% token cost reduction
Capabilities & Tool Schemas
Inspect callable tools, capabilities, and parameters exposed to AI agents by AI Tool Optimizer.
Extracted Tool Capabilities
Text-based schema distillation
MCP tool description optimization
Claimed 40–70% token cost reduction
Documentation Overview
AI Tool Optimizer is a 🛠️ Other Tools and Integrations MCP server from TollboothLabs listed on AllMCPs. Reduces MCP tool description token costs by 40-70% through pure text schema distillation.
Related MCP Servers
Adoption & maintenance
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GitHub stars
1
Stargazers on the source repository.
Last commit
6mo ago
Most recent push to the default branch.
Directory activity
2 views
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Frequently Asked Questions about AI Tool Optimizer
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Markdown (GitHub README)
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