Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.
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。
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。
选择你使用的 AI 应用,然后复制设置。
你需要
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": {
"fixmap": {
"command": "npx",
"args": [
"-y",
"@aryam/fixmap",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add fixmap -- npx -y @aryam/fixmap mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"fixmap": {
"command": "npx",
"args": [
"-y",
"@aryam/fixmap",
"mcp"
]
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"fixmap": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@aryam/fixmap",
"mcp"
]
}
}
}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。
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。
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
注册名称已通过 GitHub 账户 aryamthecodebreaker 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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。
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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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)。
GitHub 仓库最后更新于–,最新版本(0.9.0)于3个月前进入注册中心。
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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, debuff
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
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.
Let coding agents play, test and tune your 2D web game: live state, explained errors, replays, fuzz.
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。
Tell AI coding tools which files to check first.
Describe what is broken. FixMap checks the project and gives tools like Codex, Claude Code, and Cursor a short list of files to open, tests to run, and other code to review. It includes reasons and says when it is unsure—without an account, API key, or model call.
Website · Use cases · Live demo · Documentation · Evidence · Changelog
Watch the 31-second FixMap workflow video with sound
Try a task in the homepage sample. It runs the real FixMap Plan engine in the tab against the bundled sample-api project. It does not inspect your repository or upload the task text. Use Get started for your own repository, or open the full browser demo for advanced workflows.
Requires Node.js 20.11 or newer.
npm install --global @aryam/fixmap@latest
fixmap plan --issue https://github.com/chalk/chalk/issues/624
For a one-off trial:
npx -y @aryam/fixmap@latest plan --issue https://github.com/chalk/chalk/issues/624
Install a discoverable /fixmap command for Claude Code, Cursor, GitHub Copilot, and Agent Skills:
fixmap setup
Type /fixmap with no task to see the full feature menu, or run fixmap features in a terminal. Use fixmap setup --agent to install one integration, and --force only after reviewing an existing customized command.
FixMap fetches a public task, infers its repository, scans a temporary isolated checkout, and removes it when the report is complete. Local repository analysis never uploads source.
Save a plan before editing:
fixmap plan --issue "password reset emails fail" --format json --output plan.json
The plan separates primary context from likely impact: imports, reverse dependents, routed tests, and repeated Git co-change relationships. Impact files are places to inspect, not assumed edits.
Measure BM25, FixMap, and Impact Graph on your own repository's history:
fixmap benchmark --repo . --last 50
Keep the saved plan beside an agent while it edits. Watch emits a new verification only when the working tree changes and recalculates impact around the actual diff:
fixmap watch --report plan.json --repo . --include-untracked
Give an agent the relevant source ranges instead of only file names. Context draws from primary and impact files and stays within an estimated source-token budget:
fixmap context --issue "password reset emails fail" --budget 10000
Export the evidence graph for a pull request, issue, or design note:
fixmap graph --issue "password reset emails fail" --format mermaid
Use compact headings in an agent context window:
fixmap plan --issue "password reset emails fail" --format agent
Ask why an expected path is missing:
fixmap plan --issue "password reset emails fail" --explain src/auth/token.ts
Refine the task and compare the ranking:
fixmap plan --issue "sendMail throws during password reset" --compare plan.json
Verify the completed diff against the saved plan:
fixmap verify --report plan.json --diff main...HEAD
Validate a saved report before another tool consumes it:
fixmap validate plan.json
Use --working-tree for staged and unstaged tracked edits, --include-untracked when new files should count as changes, --exclude or .fixmapignore to focus the map, and --no-cache to force a fresh scan. Add --fail-on warning to Verify when advisory findings must fail CI. Run fixmap --help for the complete command reference.
--issue-file (including common BOM-less Windows UTF-16 files), or task text from stdin.www, query strings, and fragments, while rejecting credentials, lookalike hosts, ports, and unsafe encoded paths.file:// URL, or an isolated checkout of a public GitHub repository.--diff , --base/--head, or the current --working-tree; untracked changes remain opt-in with --include-untracked.--limit, and exclusion rules are applied after that scan, so changing them can safely reuse the same cached files while still producing a newly ranked and filtered report; Compare scans the current plan, while Verify validates its supplied report against a fresh or exact-state repository map. cache-hit reports reuse and scan age, entries expire after seven days, and FIXMAP_CACHE_DIR moves the OS cache. Force a fresh scan with CLI --no-cache, MCP noCache: true, or Action no-cache: true.--issue-file, --compare, --report, and --output artifacts out of repository ranking, change detection, and cache invalidation, so FixMap never recommends its own report as the fix site._test.go, Python test_*.py and *_test.py, common test directories, and framework single-file components.deep-copy.ts and tracked first-party vendor/ source rankable.--limit, repeatable --exclude, and ordered .fixmapignore patterns with negation. Root-leading patterns are repository-relative, pasted absolute paths inside the repository are normalized, and patterns that match nothing produce a warning. Limits change only how many rows are shown, never confidence or ranking-shape analysis.fixmap benchmark --repo . --last 50 evaluates BM25-over-code, ordinary FixMap context, and Impact Graph against historical parent snapshots. Every case's history stops before its target change, all arms see one scanned corpus, generated twins are not scored as primary answers, and mentioned/unmentioned tasks are reported separately.fixmap watch --report plan.json --repo . monitors a local working tree, re-runs Verify, and recalculates impact only when edits change. It never executes repository code; --format json produces one JSON object per update.fixmap context selects deterministic line ranges from primary and impact files, labels each snippet as primary or impact, and records its reason, confidence, line range, estimated token cost, source truncation, and omitted-file reason.ceil(UTF-8 bytes / 4); metadata is excluded. This is a reproducible planning estimate, not a tokenizer-specific exact count.sourceTruncated makes that boundary explicit in JSON and Markdown.fixmap graph exports the same Impact Graph as Mermaid or versioned JSON, preserving imports, imported-by, test-route, and co-change direction and evidence.--exclude and .fixmapignore use repository-relative gitignore-style patterns. /docs/** anchors at the repository root, docs/** matches the same root directory and nested occurrences, !docs/keep.md re-includes a path after an earlier exclusion, and trailing / targets a directory. *, ?, and ** are supported; brace groups such as {src,test} are literal text, not alternation. Pass repeated --exclude flags or put one pattern per .fixmapignore line so commas in literal names stay unambiguous.
--format agent for compact EDIT CANDIDATE/INSPECT/TEST/RISK/AVOID/UNCERTAINTY sections; writes any format with --output.--fail-on warning and the Action's fail-on: warning turn advisory findings into an opt-in CI gate.只显示了开头部分;其余内容请在仓库中阅读