About github-twin
github-twin is an MCP server in the RAG category: personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.
Install
uvx github-twinpip install github-twinThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (7)
find_applicable_rules(query, language?, repo?, author_login?, k=5)Distilled code-pattern rules relevant to a coding task.
Parameters not published.
find_code(query, language?, repo?, path_glob?, node_kind?, k=5)Source snippets from files at HEAD (org mode).
Parameters not published.
find_review_comments(diff_hunk, language?, repo?, author_login?, k=5)Past review comments on diffs similar to the input.
Parameters not published.
find_style_examples(query, language?, repo?, author_login?, k=5)Past code chunks matching a description.
Parameters not published.
predict_review_outcome(diff_or_summary, language?, repo?, author_login?, k=20)Weighted prediction over nearest past PRs: `{approved, changes_requested, commented}`.
Parameters not published.
summarize_review_patterns(language?, limit=20)Distilled rules from clustered review comments (run `gt distill` first).
Parameters not published.
sync(since?)Incremental ingest + summarize + embed.
Parameters not published.
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