Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
is it worth your commit? Pre-flight triage for OSS contribution targets.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
GITHUB_TOKEN「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"gitworthy": {
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add gitworthy --env GITHUB_TOKEN=your-value -- npx -y gitworthy動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"gitworthy": {
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"gitworthy": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント trippyogi で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:GITHUB_TOKEN
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.3.6)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Recta
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Gitworthy
The decision layer before a coding agent starts work.
Gitworthy helps coding agents scout, rank, and preflight software work before they spend cycles implementing it. It finds the strongest candidates, checks whether the work is already handled or blocked, and returns evidence-backed ACT , VERIFY , or SKIP decisions for each target.
MCP setup · CLI · Agent workflow · Verdicts · Troubleshooting · Case studies · Roadmap · Contributing
Coding agents make implementation cheap. Choosing the wrong task is still expensive.
An issue can look open while:
main but has not been released;Gitworthy performs that preflight before a human or agent spends the next unit of work.
The agent owns the loop. Gitworthy is the MCP decision engine it calls to scout and validate work.
Contribution goal, repository, or organization
│ ▼ Cursor / ChatGPT / Hermes / agent │ Gitworthy MCP │ ▼ policy → scan → rank → preflight │ ┌────────┼────────┐ ▼ ▼ ▼ ACT VERIFY SKIP queue it inspect drop it │ ▼ optional portfolio (mode + dispatch, not a new verdict) │ ▼ Ranked candidate shortlist │ ▼ Select a candidate │ ▼ recheck → reproduce → implement → review
There are two distinct lanes:
ACT means “worth considering,” not “start coding blindly.” Scout results go stale, so Gitworthy should be run again when an agent actually claims or begins a target.
See docs/AGENT_WORKFLOW.md for the complete agent policy, tool-selection guide, and scout-to-execute handoff.
{
"mcpServers": { "gitworthy": { "command": "npx", "args": ["-y", "gitworthy@latest", "mcp"], "env": { "GITHUB_TOKEN": "github_pat_..." } } } }
Run or deploy the same engine over HTTP and point the client at a URL:
export GITWORTHY_MCP_TOKEN="$(openssl rand -hex 32)"
export GITHUB_TOKEN="github_pat_..." npx -y gitworthy@latest mcp --http --host 127.0.0.1 --port 8787
{
"mcpServers": { "gitworthy": { "url": "https://mcp.example.com/mcp", "headers": { "Authorization": "Bearer ${env:GITWORTHY_MCP_TOKEN}" } } } }
Non-loopback binds require GITWORTHY_MCP_TOKEN. Keep GITHUB_TOKEN on the server. Full deploy and Cloud Agent notes: docs/HTTP_MCP.md. Tool descriptions, annotations, and structured results: docs/MCP.md. Portable Agent Plugins packaging (skill + MCP): docs/AGENT_PLUGINS.md.
Give the agent a policy like this:
Use Gitworthy before investing in external repository work. Use
huntto
build a short ranked queue. Read each candidate's
worth_check;huntdoes
not produce one global verdict. Treat
ACTas a queue candidate, perform the
named checks on
VERIFY, and removeSKIPcandidates. Before implementing a
selected target, rerun
worth_checkand follow the repository's contribution
policy.
The token only needs read access to public repositories. For the most accurate linked-work detection, use a classic PAT or a fine-grained token with Issues: Read so Gitworthy can see timeline cross-references. Weaker tokens still work, but missing visibility is reported in not_checked.
Check that your environment is ready:
npx -y gitworthy@latest doctor --json
Evaluate a specific issue:
npx -y gitworthy@latest check owner/repo#123
Render a deterministic handoff brief from a stored decision:
npx -y gitworthy@latest brief decision_abc123 --format markdown --out brief.md
Brief generation is read-only over the local store and never calls GitHub, npm, or an LLM. Stored decisions are considered stale after 24 hours; stale briefs warn and recommend recheck.
Scout and preflight a short list of contribution targets:
npx -y gitworthy@latest hunt owner/repo --json
npx -y gitworthy@latest hunt openclaw --max-checks 3 --json
Use @latest for exploration. Pin a version in repeatable agent workflows and CI.
hunt actually returnshunt is a bounded funnel, not a bulk verdict command:
contribution policy
↓ scan repository or organization ↓ rank issue quality and optional skill fit ↓ remove obvious land-only, assigned, weak, or known-SKIP rows ↓ run worth_check on only the best few candidates ↓ return candidates with individual verdicts and evidence
The agent should read each hunt_candidate.worth_check. Gitworthy intentionally avoids running an expensive full preflight on every issue returned by a broad scan.
| Verdict | Scout behavior | Execution behavior |
|---|---|---|
| ACT | Add it to the ranked queue after reading evidence. | Recheck before claiming or implementing; proceed only if fresh state and policy still allow it. |
| VERIFY | Surface it with the unresolved checks named. | Resolve those checks before forking or making a public claim. |
| SKIP | Remove it from the queue. | Do not begin parallel work; inspect the cited work or choose another target. |
A verdict is not a vibes-based score. Gitworthy returns structured evidence, the checks it completed, and the checks it could not complete.
A target issue in block/buzz appeared open, but a prior implementation already existed in a pull request using nearly the same title.
Target: block/buzz#1659
Verdict: VERIFY Disposition: review
Evidence:
Next action: Inspect the current implementation before starting parallel work.
That case also exposed a false-positive path in duplicate detection: GitHub's issues API includes pull requests. The fix became a regression test and calibration case.
More real contribution sessions are documented in CASE_STUDIES.md.
Gitworthy combines bounded checks that answer different ways a task can be unsafe or wasteful to start.
| Check | What it protects against |
|---|---|
| Linked work | Existing pull requests, assignments, referenced commits, and prior attempts |
| Branch scan | Work already present on unlinked remote branches |
| Issue vs. main | Fixes that landed while the issue remained open |
| Release gap | Changes on main that are not in the published package |
| Contribution policy | Claim requirements, assignment rules, and repositories that do not accept pull requests |
| Duplicate analysis | Related or previously reported issues |
| Scan / org scan | Unranked issue tracker noise |
| Hunt | Wasteful broad checking by narrowing candidates before expensive preflight |
The CLI and MCP server are thin adapters over the same TypeScript core.
Gitworthy is designed to be useful without pretending to know more than it checked.
SKIP.SKIP requires definitive evidence.VERIFY.checked and not_checked fields.ACT does not mean “blindly start coding.” Read the evidence, disposition, reasons, linked work, and repository policy before investing.
Every core result includes a structured envelope:
{
"verdict_summary": "one sentence", "evidence": [], "signals": [], "checked": [], "not_checked": [], "cached": false, "fetched_at": "2026-01-01T00:00:00.000Z" }
signals is the load-bearing input to the decision policy. checked and not_checked are part of the result, not footnotes.
gitworthy check owner/repo#123 [--npm-package name] [--json]
gitworthy hunt owner/repo [--manifest path] [--max-checks 3] [--json] gitworthy portfolio owner/repo [--max-items 10] [--json] gitworthy prs owner/repo [--json] gitworthy ci-triage --head-check test:failure --base-check test:success [--json] gitworthy history owner/repo --path src/core/hunt.ts [--json] gitworthy opportunity-ingest --source hermes-eval --id case-9 [--json] gitworthy scan owner/repo [--label "help wanted"] [--json] gitworthy org owner [--manifest path] [--max-repos 8] [--json] gitworthy policy owner/repo [--json] gitworthy init [--user] [--repo] [--json] gitworthy config validate [--path path] [--manifest path] [--json] gitworthy config show --effective [--json] gitworthy profile show [--json] gitworthy related owner/repo [issue] [--json] gitworthy ledger show owner/repo#123 [--json] gitworthy doctor [--json] gitworthy mcp gitworthy mcp --http [--host 127.0.0.1] [--port 8787] [--stateless]
Exit codes for check:
0 — ACT10 — VERIFY20 — SKIP1 — errorSee SKILL.md for the strict contribution gates and docs/AGENT_WORKFLOW.md for the explanatory workflow guide.
| Doc | Topic |
|---|---|
| docs/AGENT_WORKFLOW.md | Scout vs execute, tool selection |
| docs/VERDICTS.md | ACT / VERIFY / SKIP and dispositions |
| docs/CLI.md | CLI reference and exit codes |
| docs/MCP.md | MCP tools, annotations, structured results |
| docs/AGENT_PLUGINS.md | Agent Plugins v1 packaging (skill + MCP) |
| docs/HTTP_MCP.md | Streamable HTTP MCP |
| docs/CONFIG.md | Config, manifests, profiles |
| docs/DATA.md | Local store, outcomes, captures |
| docs/EVALS.md | Frozen / live / private eval |
| docs/CORPUS.md | Corpus taxonomy (pass rate vs precision) |
| [docs
冒頭だけを表示しています。続きはリポジトリで読めます