Garume

Garume / Manifold

Public

Operation-first .NET foundation for generating fast CLI and MCP surfaces from a single definition.

cli csharp dotnet mcp model-context-protocol
30
0
100% credibility
Found Mar 30, 2026 at 30 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
C#
AI Summary

Manifold is a .NET library that lets you define operations once to automatically generate both command-line apps and AI tool servers.

How It Works

1
🔍 Discover Manifold

You hear about Manifold, an easy way to build handy tools that work right on your computer and also help smart assistants.

2
📥 Get started

You add Manifold to your project and describe simple actions like adding numbers or getting weather info.

3
✨ One definition rules all

Manifold automatically creates everything you need for both computer use and smart assistant support – pure magic!

4
⌨️ Run on your computer

Type everyday commands like adding two numbers and see instant friendly results on screen.

5
🤖 Connect to smart helpers

Share your tool with AI assistants so they can call it whenever needed, just like you do.

🎉 Tools everywhere

Your creations now shine in both places, fast, simple, and ready for anything!

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Star Growth

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AI-Generated Review

What is Manifold?

Manifold is a C# library that lets you define operations once and automatically generate blazing-fast CLI tools and MCP (Model Context Protocol) surfaces for AI agents or LLMs. Unlike scattered github manifold learning libs or manifold markets predictors, it uses source generators to spit out registries and invokers, so you wire them into your .NET app for CLI commands like `math add 2 3` or MCP tools like `math_add`. No duplicate code for manifolds in CLI or MCP hosts over stdio/HTTP.

Why is it gaining traction?

It crushes CLI benchmarks—22ns parse/dispatch vs System.CommandLine's 1.7us—and matches top MCP libs like ModelContextProtocol with zero allocs on hot paths. Devs dig the single-operation source of truth for dual CLI/MCP exposure, skipping boilerplate in alternatives like ConsoleAppFramework or McpToolkit. Custom formatters and DI integration make outputs crisp without runtime reflection.

Who should use this?

.NET backend devs building CLI utils that double as LLM tools, like devops scripts for manifold pressure checks or game mods akin to manifold bond warframe. Teams shipping manifold cad github-style generators or manifold satisfactory factories needing sub-microsecond dispatch.

Verdict

Solid for perf-obsessed C# CLI/MCP devs, with runnable samples and benchmarks proving the speed—beats most rivals. At 30 stars and 1.0% credibility, it's early but MIT-licensed with tests; grab for prototypes before it hits manifold github llm mainstream.

(198 words)

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