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)
Makes your Claude plan last longer: hands reading and drafting to cheaper or free models.
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 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
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。
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7日
注册名称已通过 GitHub 账户 pouriaetab 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(0.15.3)于昨天进入注册中心。
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 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
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.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
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。
Leanfare makes your Claude plan last longer. Claude keeps the hard parts of a task and hands the simple ones, like reading files, searching and drafting, to free or cheaper models. You keep working in Claude as before.
Leanfare is early and changes every week. If something breaks, report a bug; Settings, Report a problem, fills in your version. Questions and ideas go to Discussions.
On macOS or Linux, paste this in Terminal:
curl -fsSL https://raw.githubusercontent.com/pouriaetab/leanfare/main/install.sh | sh
On Windows, paste this in PowerShell:
powershell -ExecutionPolicy Bypass -c "irm https://raw.githubusercontent.com/pouriaetab/leanfare/main/install.ps1 | iex"
Then type leanfare in the same window. In the page that opens, press Turn on Leanfare, then restart Claude. That's all.
Leanfare needs at least one model to hand work to. It uses the API keys and Ollama models already on your computer, and Settings connects free ones with one press each: ChatGPT (a free account works), Gemini, Groq, OpenRouter, Mistral and Cloudflare.
Other ways in: the Claude Code plugin (/plugin marketplace add pouriaetab/leanfare, then /plugin install leanfare@leanfare), or a one click .mcpb file for Claude Desktop from the latest release.
The report. Every prompt with its main model, Claude's helpers and the outside models, and what was saved. By prompt or by model, over any days.
Claude's own models. Leanfare picks the Claude model for each helper Claude starts, from llmledger's ratings and prices. As the ratings stand: Fable 5.1 for the hardest parts, Opus 5.5 for high effort, Sonnet 5.5 for medium and Haiku 5.5 for light code. Cowork can ask you to approve each helper, so you choose how many a prompt starts: one per part, one per prompt, or none.
Leanfare picks the rest for you. The guide explains every part.
Leanfare is an MCP server with a small web app, both on your computer. Claude connects to it over stdio, like any MCP server. It is TypeScript on Bun, with no runtime dependencies.
| File | What it is |
|---|---|
src/mcp.ts | The MCP server and its tools |
src/cli.ts | The leanfare command |
src/server.ts | The app and its API, at http://127.0.0.1:4747 |
src/planner.ts | Plans: the parts, a model for each, the runs |
src/delegate.ts | Hand offs to outside models, each with a receipt |
src/claudeladder.ts | Claude's own models, in order |
ui/ | The app's screens |
The MCP tools: plan, plan_run, plan_status, plan_stop, delegate, ask, grade, level, report, spend, models, estimate, trial, local_model, live and helper.
To build and run it from source:
git clone https://github.com/pouriaetab/leanfare.git
cd leanfare bun install bun test # against fake providers; nothing leaves your computer bun src/cli.ts # the app bun src/cli.ts mcp # the MCP server, over stdio
Leanfare reads usage numbers, never your words, unless you choose in Settings to keep a hand off's words on your computer to read later. Your keys stay on your computer, and requests go from your computer straight to the AI company you use. No telemetry. The guide has the details.
leanfare stop.Prices come from llmledger (MIT), built from LiteLLM's public price list (MIT). Quality ratings come from the Arena leaderboard (CC BY 4.0). The guide lists the rest. Leanfare is not affiliated with any AI provider.
MIT