Ross ROSS = Recommend OSS · open-source software intelligence for agents

ezyang/codemcp

Coding assistant MCP for Claude Desktop observed · 2026-08-28

github.com/ezyang/codemcp · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

36/100

  • Activity 58
  • Release rhythm 8
  • Longevity 38
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 542
  • days_rel: 500
  • days_push: 252
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1608 stars · 140 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

codemcp is an MCP server that turns Claude Desktop into a pair programming assistant that can directly edit files, run tests, and implement features on a local codebase. It emphasizes auto-accept agent workflows, predeclared shell commands, and fine-grained Git versioning of all LLM edits.

Use cases

  • have Claude implement features directly in my codebase
  • let an AI agent fix bugs and run tests locally
  • roll back AI code edits with fine-grained git versioning
  • use Claude Pro subscription for agentic coding with no per-token cost
  • pair program with Claude without copying code in and out of chat
  • use an AI coding agent that works with any IDE like vim

When to avoid

  • the author considers it fully obsolete now that Claude Code is included with subscriptions
  • you want a modern actively developed agentic coding CLI
  • you need an IDE-integrated experience like Cursor or VSCode extensions

Facets

service · maturity maintenance

mcp agent-framework developer-tools developer-tools large-language-models windows python claude-desktop coding-assistant pair-programming git-versioning auto-accept obsolete ai-agents automation macos linux

1 source

Member repositories

RepositoryRoleHealth v2
ezyang/codemcpmain36

For agents

markdown · JSON · MCP: product_card(name="ezyang/codemcp")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem