原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Gitworthy

作者:trippyogi版本 0.3.6i★ –i在你的电脑上运行
注册名称io.github.trippyogi/gitworthy

安装

概览

作者提供的说明(英文原文)

is it worth your commit? Pre-flight triage for OSS contribution targets.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他
  • 你需要填写:GITHUB_TOKEN

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "gitworthy": {
      "command": "npx",
      "args": [
        "-y",
        "gitworthy"
      ],
      "env": {
        "GITHUB_TOKEN": "your-value"
      }
    }
  }
}

在终端中运行这条命令

claude mcp add gitworthy --env GITHUB_TOKEN=your-value -- npx -y gitworthy

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "gitworthy": {
      "command": "npx",
      "args": [
        "-y",
        "gitworthy"
      ],
      "env": {
        "GITHUB_TOKEN": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "gitworthy": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "gitworthy"
      ],
      "env": {
        "GITHUB_TOKEN": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • GITHUB_TOKEN 机密 env
    GitHub personal access token (fine-grained, read-only public repos). Optional; raises API rate limit from 60 to 5000 requests/hour.

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 trippyogi 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32484 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32484 个服务器的 20% 更新
  • 基础检查结果等于或优于此分类中其他 32484 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Gitworthy 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:GITHUB_TOKEN

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.3.6)于3个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Recta

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211昨天更新
安装

Recta

作者:RectaBuild

Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.

电脑或云端今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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


Why Gitworthy

Coding agents make implementation cheap. Choosing the wrong task is still expensive.

An issue can look open while:

  • a fix already exists on an unlinked branch;
  • another contributor has an active pull request;
  • the change landed on main but has not been released;
  • the repository requires assignment before accepting work;
  • a duplicate or abandoned implementation already contains the answer.

Gitworthy performs that preflight before a human or agent spends the next unit of work.

How agents use Gitworthy

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:

  • Scout lane: discover, filter, rank, preflight, and return a shortlist.
  • Execute lane: select, record intent, recheck fresh state, reproduce, implement, review, and submit through the repository's allowed contribution path.

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.

Use it with Cursor, ChatGPT, Hermes, or any MCP client

Local stdio (desktop / agent VM)
{

"mcpServers": { "gitworthy": { "command": "npx", "args": ["-y", "gitworthy@latest", "mcp"], "env": { "GITHUB_TOKEN": "github_pat_..." } } } }

Streamable HTTP (Cloud Agents / mobile / iPad)

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 hunt to

build a short ranked queue. Read each candidate's worth_check; hunt does

not produce one global verdict. Treat ACT as a queue candidate, perform the

named checks on VERIFY, and remove SKIP candidates. Before implementing a

selected target, rerun worth_check and 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.

Try it in 30 seconds

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.

What hunt actually returns

hunt 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.

ACT, VERIFY, or SKIP

VerdictScout behaviorExecution behavior
ACTAdd it to the ranked queue after reading evidence.Recheck before claiming or implementing; proceed only if fresh state and policy still allow it.
VERIFYSurface it with the unresolved checks named.Resolve those checks before forking or making a public claim.
SKIPRemove 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 real preflight

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:

  • An implementation exists in PR #1675.
  • The pull request is linked work, not a duplicate issue.

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.

How it works

Gitworthy combines bounded checks that answer different ways a task can be unsafe or wasteful to start.

CheckWhat it protects against
Linked workExisting pull requests, assignments, referenced commits, and prior attempts
Branch scanWork already present on unlinked remote branches
Issue vs. mainFixes that landed while the issue remained open
Release gapChanges on main that are not in the published package
Contribution policyClaim requirements, assignment rules, and repositories that do not accept pull requests
Duplicate analysisRelated or previously reported issues
Scan / org scanUnranked issue tracker noise
HuntWasteful broad checking by narrowing candidates before expensive preflight

The CLI and MCP server are thin adapters over the same TypeScript core.

Trust model

Gitworthy is designed to be useful without pretending to know more than it checked.

  • Heuristic evidence cannot independently create a hard SKIP.
  • Hard SKIP requires definitive evidence.
  • Failed mandatory checks cap the result at VERIFY.
  • Every real result includes meaningful checked and not_checked fields.
  • Human-readable prose is never parsed to decide the verdict.
  • Target repositories and packages are treated as hostile input.
  • Telemetry is off by default. The MCP path emits no telemetry.
  • Scout results are not treated as permanent; execution requires fresh revalidation.

ACT does not mean “blindly start coding.” Read the evidence, disposition, reasons, linked work, and repository policy before investing.

Agent-native output

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.

Common commands

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 — ACT
  • 10 — VERIFY
  • 20 — SKIP
  • 1 — error

See SKILL.md for the strict contribution gates and docs/AGENT_WORKFLOW.md for the explanatory workflow guide.

Documentation

DocTopic
docs/AGENT_WORKFLOW.mdScout vs execute, tool selection
docs/VERDICTS.mdACT / VERIFY / SKIP and dispositions
docs/CLI.mdCLI reference and exit codes
docs/MCP.mdMCP tools, annotations, structured results
docs/AGENT_PLUGINS.mdAgent Plugins v1 packaging (skill + MCP)
docs/HTTP_MCP.mdStreamable HTTP MCP
docs/CONFIG.mdConfig, manifests, profiles
docs/DATA.mdLocal store, outcomes, captures
docs/EVALS.mdFrozen / live / private eval
docs/CORPUS.mdCorpus taxonomy (pass rate vs precision)

| [docs

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