GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
제작자가 쓴 설명(영어 원문)
Fast, bounded, read-only Git evidence for local AI coding agents.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"weavatrix-git": {
"command": "npx",
"args": [
"-y",
"weavatrix-git"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add weavatrix-git -- npx -y weavatrix-git프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"weavatrix-git": {
"command": "npx",
"args": [
"-y",
"weavatrix-git"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"weavatrix-git": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"weavatrix-git"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 sergii-ziborov 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.3.1)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Part of the Weavatrix ecosystem: bounded Git evidence for AI software agents.
weavatrix-git gives AI coding agents fast, bounded, read-only Git evidence. The Rust crate, CLI, MCP server, and npm package are the same contract: parse repository storage directly. No git subprocess, C library, hooks, filters, network access, checkout, or mutation. There is no write API in any surface.
On the checked-in exact-parity benchmark, 1,000 warm history entries took 0.355 ms with Weavatrix, 0.884 ms with gix, and 1.552 ms with libgit2. Across eight repositories, Weavatrix won all five measured p50 contracts. These are engine measurements from release builds; the MCP transport is deliberately not hidden inside the claim.
No Rust toolchain is required:
npx -y weavatrix-git@0.3.3 --repository /absolute/path/to/repository
Generic stdio client configuration:
{
"mcpServers": { "weavatrix-git": { "command": "npx", "args": [ "-y", "weavatrix-git@0.3.3", "--repository", "/absolute/path/to/repository" ] } } }
The npm package contains verified native binaries for Windows x64, Linux x64 and ARM64, and macOS x64 and ARM64. Node only selects and launches the matching binary; repository parsing and MCP handling stay in safe Rust.
| MCP tool | Evidence returned |
|---|---|
git_head | repository identity, hash kind, symbolic HEAD, exact target ID, pack count |
git_history | paginated commit IDs, trees, parents, signatures, timestamps, summaries |
git_diff | paginated added/deleted/modified/type-changed paths with old/new object IDs |
git_status | tracked index and worktree state; untracked files stay on Repository::worktree_safety() |
git_snapshot | canonical immutable path, mode, kind, and object-ID manifest for a revision |
git_worktree_safety | Clean / IgnoredOnly / HasUntracked / DirtyTracked / Unknown; untracked and ignored counts |
Every list tool returns nextCursor, exact object IDs, and a truncated flag. Non-UTF-8 paths retain their exact bytes in pathHex; display text is never silently presented as exact evidence.
The MCP binary uses mcport's controlled, Tokio-free runtime:
Defaults are suitable for interactive stdio. --help exposes overrides for byte budgets, concurrency, queues, deadline, and batch size. The server writes only newline-delimited UTF-8 JSON-RPC to stdout; diagnostics go to stderr.
Native Cargo installation is also available:
cargo install weavatrix-git --version 0.3.3 --features mcp \
--bin weavatrix-git-mcp weavatrix-git-mcp --repository /absolute/path/to/repository
A scanner discovers files. A code graph models relationships. This crate owns version-control evidence. Keeping that boundary independent lets any Rust application reuse Git intelligence without importing a larger product.
| Area | Support |
|---|---|
| Layouts | worktree, bare, .git indirection, linked worktree commondir |
| Hashes | SHA-1 and SHA-256 object identifiers |
| Refs | loose, symbolic, detached HEAD, packed refs, reflogs |
| Objects | commit, tree, blob, annotated tag |
| Loose storage | bounded zlib/DEFLATE decoded by this crate |
| Packed storage | PACK v2/v3, index v2, OFS_DELTA, REF_DELTA |
| Object lookup | alternates, classic MIDX, caches, shared zero-copy snapshots |
| Commit acceleration | monolithic and split commit-graph chains |
| Path acceleration | changed-path Bloom filters v1/v2 |
| Reachability | pack and MIDX EWAH bitmaps with RIDX ordering |
| Index | DIRC v2/v3/v4, auto-refreshing shared snapshots |
| Queries | typed reads, lazy revwalk, history, tracked status, worktree safety, tree diff |
| Immutable views | canonical commit snapshots with path, mode, and object evidence |
| Scale-out | parallel open, revision-aware timelines, change sets, correlation |
| Extension | ordered, thread-safe, read-only custom ODB backends |
All public reads are in-process. Library code contains no subprocess fallback. Unsupported data returns a typed error rather than an approximate answer.
use weavatrix_git::{PathBloom, Repository};
fn main() -> Result<(), Box > { let repository = Repository::open(".")?; let head = repository.resolve("HEAD")?;
for id in repository.revwalk().push_head()?.take(100) { println!("{}", id?); }
if repository.commit_maybe_changed_path(head, b"src/lib.rs")? == Some(PathBloom::DefinitelyNot) { println!("the commit definitely did not change src/lib.rs"); }
if let Some(objects) = repository.bitmap_reachable(head)? { println!("{} reachable objects", objects.len()); } Ok(()) }
Custom stores use the same object contract:
use std::sync::Arc;
use weavatrix_git::{Limits, MemoryObjectBackend, Repository};
let backend = Arc::new(MemoryObjectBackend::default()); let repository = Repository::open_with_backends(".", Limits::default(), vec![backend])?;
For cross-repository analysis, RepositorySet keeps object stores isolated and returns deterministic serial or parallel results:
use weavatrix_git::{HistoryOptions, RepositorySet};
let repositories = RepositorySet::open_parallel([ ("service", "/code/service"), ("client", "/code/client"), ])?; let histories = repositories.histories_from_parallel("HEAD", HistoryOptions::default())?; let snapshots = repositories.snapshots_parallel("HEAD")?; let timeline = repositories.timeline("HEAD", HistoryOptions::default())?; let shared = repositories.shared_commits(HistoryOptions::default())?;
The diagnostic CLI uses the library:
weavatrix-git [-C repository] head
weavatrix-git [-C repository] log [revision] [max-count] weavatrix-git [-C repository] cat weavatrix-git [-C repository] diff
Repository
+-- refs + reflog +-- commit-graph chain + changed-path Bloom +-- index -> tracked status +-- custom ODB backends +-- object directories + alternates +-- loose object -> bounded zlib +-- MIDX -> pack -> bounded delta chain +-- pack/MIDX bitmap -> reachable object IDs
Limits bounds object bytes, cache bytes, delta/ref/tree depth, tree and index entries, reflog/history length, parent count, and bitmap expansion. The crate forbids unsafe Rust. The default library feature set remains dependency-free; only the separate mcp feature adds mcport.
The source tree follows explicit modular boundaries:
| Layer | Responsibility |
|---|---|
model | object IDs, typed Git objects, errors, and validation contracts |
storage | loose/pack/MIDX/commit-graph decoding, bounded inflate and caches |
repository | refs, history, diffs, status, snapshots, trees, and revwalks |
workspace | deterministic multi-repository queries and correlation |
mcp | optional read-only protocol adapter over the library |
facade / CLI | stable Rust exports and diagnostic command entry points |
The checked-in strict architecture contract rejects files over 300 physical lines, functions over 100 physical lines, runtime cycles, mixed foo.rs plus foo/ module ownership, and any dependency from the protocol-independent library into the optional MCP adapter. It has no baseline or exceptions.
The suite creates real Git repositories and verifies:
git rev-list --objects;Current core line coverage is 85.27%. CI runs Rust 1.88 on Linux, Windows, and macOS, Clippy with warnings denied, coverage, audit, docs, and package verification.
Release measurements on Windows, 2026-07-27. Every row materializes the result and proves exact identifier, path, object-byte, or status parity before timing:
| Exact-parity operation | weavatrix-git p50 | git.exe p50 |
|---|---|---|
| 6,000-object bitmap reachability | 0.431 ms | 72.656 ms |
| one-entry index read | 0.033 ms | 60.758 ms |
| clean tracked status | 0.186 ms | 72.735 ms |
| cached commit lookup | 0.001 ms | 65.267 ms |
| 1,000-commit history, reused repository | 0.086 ms | 66.961 ms |
Direct in-process comparison on the same packed 2,000-commit fixture:
| Exact-parity operation | Weavatrix p50 | gix 0.86 p50 | git2 0.21 p50 |
|---|---|---|---|
| 1,000-commit history, warm | 0.355 ms | 0.884 ms | 1.552 ms |
| 1,000-commit history, reopen | 2.521 ms | 3.940 ms | 10.483 ms |
| 1,000 cached object reads | 0.082 ms | 0.068 ms | 5.640 ms |
| history plus 1,000 raw objects | 0.494 ms | 0.992 ms | 1.375 ms |
On a separate 10,000-path index, warm reads measured 1.160/1.100/1.489 ms respectively; reopen measured 5.225/7.745/11.251 ms. The benchmark rotates engine order and proves exact history IDs, raw object bytes, and canonical index paths before timing. See BENCHMARKS.md.
On eight independent repositories with 8,000 selected commits, Weavatrix measured 5.667 ms serial history, 4.080 ms parallel history, 11.810 ms reopen, 4.148 ms shared-commit correlation, and 1.736 ms immutable manifests. It won all five p50 contracts against gix and libgit2; exact per-repository history order, shared locations, paths, and object IDs were proven first.
| Capability | weavatrix-git | Git CLI | gix | libgit2 |
|---|---|---|---|---|
| In-process | yes | no | yes | yes |
| Pure safe Rust | yes | no | yes | no, C core |
| Crate dependencies | zero | n/a | many modular crates | native library |
| Object/delta caches | yes | yes | yes | yes |
| MIDX and reachability bitmap reads | yes | yes | yes | yes |
| Split commit-graph and path Bloom reads | yes | yes | yes | commit-graph |
| Custom read-only ODB | yes | n/a | store abstractions | yes |
| Lazy revwalk, reflog, index, tracked status | yes | yes | yes | yes |
| First-class cross-repository evidence queries | yes | application code | application code | application code |
| Canonical immutable commit manifest | yes | application code | traversal API | tree walk API |
| Network and mutation | no | yes | yes | yes |
The deliberate remaining exclusions are pack index v1, reftable, incremental MIDX chains, s
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요