tokenfold MCP Server
snchimata/tokenfold
[](https://agentrank-ai.com/tool/snchimata--tokenfold/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Private, provider-neutral context compression for LLMs. Reversibly compress schemas and logs inside your perimeter with zero third-party calls.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
snchimata/tokenfold is a Rust tool licensed under Apache-2.0. Private, provider-neutral context compression for LLMs. Reversibly compress schemas and logs inside your perimeter with zero third-party calls. Topics: cli, compression, context-window, cost-reduction, developer-tools, json, llm, lossless-compression, mcp, openai, prompt-engineering, proxy, python, rust, token-optimization, tokenizer, tokens, typescript.
Ranked #3358 out of 24846 indexed tools.
Ecosystem
Score Breakdown
102 stars → growing community
Last commit 1mo ago → moderate activity
5/8 issues closed → decent issue management
2 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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From the README
<div align="center">
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# TOKENFOLD
<h3>More context. Fewer tokens. Exact by default.</h3>
<p>
<strong>Deterministic context compression for LLMs. Cut JSON tokens by up to 68% with exact recovery, or exceed 90% with opt-in, recoverable pruning.</strong>
</p>
<p><em>Tokenfold Core delivers model-free structural compression.</em></p>
<p><em>
Tokenfold Select ranks the context that matters most when token budgets get tight.</em></p>
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</div>
## Table of contents
- [Installation](#installation)
- [How it works](#how-it-works)
- [Quick start](#quick-start)
- [MCP & agents](#coding-agents-and-mcp-integration)
- [Core](#tokenfold-core)
- [Select](#tokenfold-select)
- [Benchmarks](#measured-results)
- [Extended tooling](#extended-tooling)
- [Safety and auditability](#safety-and-auditability)
- [Reproduce the results](#reproduce-the-results)
- [Contributing](#contributing)
- [License](#license)
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## Installation
```bash
pip install tokenfold # Pyt Read full README on GitHub → Get the weekly AgentRank digest
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