← Latest products

MCP file tools silently eat your context window.I built one that doesnt

🪛 Rust powered precision file tools for AI agents thats minimize context use: patch-based edits, kernel-enforced path confinement. Dramatically fewer tokens than naive read/write. MCP Server or embeddable, bring your own MCP (Rust, Python, Nodejs). Come with Skills.md (npx skills add ckanthony/Chisel). Every token your filesystem tools consume is context the model cannot use for reasoning.

Open source

27 stars · GitHubexternal site

Visit github.comexternal site

Reactions (1)

Similar products

by description similarity

  1. Context Mode

    github.com

    315 KB of MCP output becomes 5.4 KB in Claude Code

    Hacker News84 pts

  2. MCPGod

    github.com

    Fine-grained control over MCP clients, servers, and tools

    Hacker News37 pts

  3. MCP Playbooks for AI agents

    Hacker News11 pts

  4. Large Language Models (LLMs) are powerful, but they’re limited by fixed context windows and outdated knowledge.

    Hacker News43 pts

  5. I built a custom MCP (Model Context Protocol) server that connects Blender to LLMs like ChatGPT, Claude, and any other llm supporting tool calling and mcps, enabling the AI to understand and control 3D scenes using natural language.

    Hacker News151 pts