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@noahgift noahgift commented Aug 4, 2025

Summary

This PR adds Depyler to the third-party MCP servers list in the README.

About Depyler

Depyler is an energy-efficient Python-to-Rust transpiler with progressive verification capabilities. It enables AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

MCP Server Features

The Depyler MCP server integration allows AI assistants to:

  • Transpile Python code to Rust with type safety guarantees
  • Analyze code quality metrics (PMAT, complexity, coverage)
  • Perform verification checks and safety analysis
  • Generate documentation and migration guides
  • Profile performance and suggest optimizations

Key Benefits

  • Energy Efficiency: 75-85% reduction in energy consumption
  • Safety: Progressive verification with formal correctness guarantees
  • Quality: Enterprise-grade testing infrastructure with 300+ tests
  • Integration: Full MCP protocol support with pmcp v0.6.5

Placement

The entry has been added alphabetically between DataHub and DexPaprika, as per the repository's contribution guidelines.

Links

The project is actively maintained and recently released v2.2.0 with comprehensive testing infrastructure.

noahgift and others added 2 commits June 3, 2025 20:23
- Professional project scaffolding toolkit
- Zero-configuration AI context generation
- Template generation for Rust/Deno/Python projects
- Hybrid neuro-symbolic code analysis
- Multiple output formats and comprehensive analysis tools

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
Depyler is an energy-efficient Python-to-Rust transpiler with progressive
verification capabilities. It enables AI assistants to convert Python code
to safe, performant Rust while reducing energy consumption by 75-85%.

The MCP server integration allows AI assistants to:
- Transpile Python code to Rust with type safety guarantees
- Analyze code quality metrics (PMAT, complexity, coverage)
- Perform verification checks and safety analysis
- Generate documentation and migration guides
README.md Outdated
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- <img height="12" width="12" src="https://datahub.com/wp-content/uploads/2025/04/cropped-Artboard-1-32x32.png" alt="DataHub Logo" /> **[DataHub](https://github.com/acryldata/mcp-server-datahub)** - Search your data assets, traverse data lineage, write SQL queries, and more using [DataHub](https://datahub.com/) metadata.
- <img height="12" width="12" src="https://github.com/paiml/depyler/raw/main/docs/logo.png" alt="Depyler Logo" /> **[Depyler](https://github.com/paiml/depyler)** - Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.
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Hi, is this an official MCP integration for this repo's organization or more of a developer tool?

@noahgift
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@olaservo Thanks for reviewing! Depyler is a developer tool that provides MCP server functionality for Python-to-Rust transpilation. It's maintained as an open-source project rather than by a company building a commercial MCP integration.

Given this distinction, it would be more appropriate to move Depyler to the Third-party servers section instead of "Official integrations." The MCP server component (depyler-mcp) enables AI assistants to transpile Python code to Rust with formal verification, making it a practical tool for developers working with AI coding assistants.

I'll update the PR to place it in the correct section. Would that address your concern?

As discussed with reviewer, Depyler is a developer tool maintained as an open-source project rather than a commercial MCP integration, so it belongs in the Community Servers section.
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Can you add the listings separately? It's also still not super clear how 'PAIML MCP Agent Toolkit' is supposed to be used - and whether it better lives in community servers or frameworks instead.

Also update the link to https://github.com/paiml/depyler/blob/main/docs/mcp-integration.md so it's clear to people straight away how to use Depyler's MCP server

@domdomegg domdomegg merged commit 6d4a46b into modelcontextprotocol:main Aug 17, 2025
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noahgift commented Aug 17, 2025 via email

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3 participants