What is the token_optimizer tool?

A new MCP tool that compresses code and blocks of text by stripping whitespace, docstrings, and comments before sending data to an LLM. This drastically reduces your token costs visually.

Does context_pruner require a network connection?

No. The context_pruner ranks file relevance locally by running keyword overlap queries over your task description using your local CPU without touching any remote API boundaries.

Can I run the AgenticStore MCP inside Claude Code terminals?

Yes! Running 'agentic-store-mcp --install-claude' automatically inserts our configuration into your local ~/.claude/settings.json securely mapping out environmental proxy settings.

31 Free, Open Source MCP Tools: Token Optimization & Claude Code CLI

Today, we are thrilled to announce that the free, open source AgenticStore MCP Server has officially surpassed 31 powerful system capabilities. We're shipping four brand-new 100% free context optimization tools and dropping a seamless integration CLI for Claude Code.

TL;DR: The Free Token Optimization Challenge

The biggest hidden cost of running local and remote LLM agents involves massive token accumulation. Our mission is to provide free, open-source alternatives to expensive proprietary proxies. Today we bring state-of-the-art token pruning to your local machine for free.

1. Meet the Free Prompt Optimizers

We've added two new native capabilities under our AgenticMemory Productivity namespace to ensure you never over-fetch data again — entirely open source:

token_optimizer: A free tool that compresses code structure before passing it to AI. It surgically strips comments and whitespace out of Python, Javascript, Rust, Java, and Shell files.
context_pruner: A high-performance open source utility that scores file relevance against your active task. It guarantees only relevant structural items pass into your task context, aggressively rejecting noise without any API costs.

2. System Tools (Logging and Process Discovery)

Building complex AI architectures requires direct visibility. We're adding more free, system-level tools to your arsenal:

list_processes

Free process observer that detects Docker, Redis, and DB ports natively.

tail_system_logs

Open source log seeker pulling lines containing real-time exceptions.

3. Free & Open Source Claude Code Integration

Running agentic-store-mcp --install-claude is the fastest, free way to hook 31 tools into your terminal. It automates your environment config and safely manages TLS profiles.

We're dedicated to building an arsenal of the most robust, free and open source tools for autonomous agents. Try out the AgenticStore MCP toolkit today via PyPI.

31 Free, Open Source MCP Tools: Token Optimization & Claude Code CLI

1. Meet the Free Prompt Optimizers

2. System Tools (Logging and Process Discovery)

3. Free & Open Source Claude Code Integration

Frequently asked questions