#1919th of 67 in MCP servers for developers

webcodex

Self-hosted MCP runtime that lets ChatGPT or Claude work in your local repos

Stars
2.4k
License
Apache-2.0
Last commit
Oct 2026
Last release
Oct 2026
Language
Rust
Stars, last 21 weeks+2,374
26 May 2026: 4 stars2 Jun 2026: 4 stars9 Jun 2026: 4 stars16 Jun 2026: 4 stars23 Jun 2026: 4 stars30 Jun 2026: 4 stars7 Jul 2026: 4 stars14 Jul 2026: 4 stars21 Jul 2026: 6 stars28 Jul 2026: 10 stars4 Aug 2026: 20 stars11 Aug 2026: 81 stars18 Aug 2026: 107 stars25 Aug 2026: 156 stars1 Sept 2026: 218 stars8 Sept 2026: 472 stars15 Sept 2026: 876 stars22 Sept 2026: 1,738 stars29 Sept 2026: 2,049 stars6 Oct 2026: 2,169 stars13 Oct 2026: 2,293 stars20 Oct 2026: 2,378 stars

4 on 26 May 20262,378 on 20 Oct 2026

From GitHub's daily star counts.

Checked on GitHub.

Overview

WebCodex is a Rust Server and Runner pair that exposes development tools over MCP to cloud AI clients such as ChatGPT and Claude. The Server authenticates requests and routes them to a Runner on the machine that holds the repository, where the agent can read and edit files, run tests and compilers, and use Git. A browser Runtime Console and a Desktop app cover jobs, sessions and diff review.

Who it is for: Developers who want ChatGPT or Claude to work in their local repos via MCP

Strengths

  • Repository and toolchain stay on your machine, not in a hosted workspace
  • Server/Runner split lets several computers join one Server
  • `webcodex share` gives a temporary one-repository trial
  • Long-running jobs, sessions and Git diffs are reviewable in a browser console

Weaknesses

  • Unified installers are still under development; native install acceptance is incomplete
  • Tool results and requested file content can still be returned to the AI client
  • Can edit files and run commands, so project roots must be scoped carefully
  • README says maintainer response time may vary

What it needs

  • no GPU
  • Docker + Compose
  • Needs Node.js 18+, Git, Rust toolchain (build from source)
  • Models: ChatGPT, Claude, MCP clients

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