madeye

madeye / mcp-cli

Public

save fork/exec overhead of ai code agent

29
1
100% credibility
Found Apr 20, 2026 at 29 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Rust
AI Summary

mcp-cli enhances AI coding tools like Claude Code and Codex by providing efficient access to project files, git status, and code structure without performance overhead from repeated shell commands.

How It Works

1
🔍 Discover faster AI coding help

You hear about a simple tool that makes your AI assistant like Claude or Codex zoom through your code project without slowdowns.

2
📥 Get it set up

Run one easy command to install the helper right where your project lives.

3
🔗 Link to your AI

Tell your AI tool to use this helper, and it connects automatically.

4
🚀 Watch the magic

Your AI now reads files, checks changes, and searches code lightning-fast, skipping slow starts.

5
⚡ AI digs deep

Ask it about git status, outlines, or symbols across your whole project—it responds in seconds.

🎉 Project unlocked

Your AI assistant masters your codebase effortlessly, saving hours on analysis and edits.

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Star Growth

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AI-Generated Review

What is mcp-cli?

mcp-cli is a Rust daemon and MCP stdio bridge that equips CLI AI agents like Claude Code, Codex, and Copilot CLI with fast project access—no more fork/exec tax on git status, grep searches, or file reads. Agents call tools like `fs.read`, `search.grep` (with context lines), `git.status`, and tree-sitter outlines/symbols over Unix sockets to a hot VFS and libgit2 backend. One `mcp-cli install --prefer-mcp` hooks codex cli mcp github or claude code cli mcp github setups; daemon auto-spawns per project.

Why is it gaining traction?

It crushes shell-tool overhead—benchmarks on Codex self-analysis show 73% fewer execve calls, zero rg invocations, 96% less sed. Compact modes roll up git.status by dir/class or search.grep by file, trimming tokens for mcp gemini cli github or notebooklm-mcp-cli github flows. Gitignore-aware watching and incremental fs.changes beat naive scans, saving github copilot chat vscode sessions from perf death.

Who should use this?

AI agent wranglers on Rust/Python/JS repos using claude cli mcp github, codex cli mcp github, or copilot cli mcp github for code review/refactor. Pairs with mcp client ollama, mcp client python, or mcp client n8n for local workflows; great for mcp 2 cli github experimenters hitting fork/exec walls on 10k+ line trees. Avoid if sticking to lightweight mcp cline or non-MCP tools.

Verdict

Worth cargo building for mcp clients list testers—promising fork/exec killer despite 29 stars and 1.0% credibility score. Early (roadmap eyes LSP/io_uring), but docs/benchmarks shine; try on your repo before betting big.

(198 words)

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