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)
Drive KittyClaw, a self-hosted agent-fleet kanban, from any MCP client (embedded /mcp endpoint).
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。
作者没有在注册中心列出安装信息。请查看下方作者的 README。
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 Ekioo 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(0.16.0)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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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。
kittyclaw.dev · Get early access
KittyClaw is a local control plane for software work performed by AI agents. Submit a software ticket, watch it move across the live board, read the run that changed the code, inspect its verification evidence, and make the final release decision yourself.
The product proves three things in one journey: a live board, a readable run, and human validation before external release. New boards start with Backlog, Todo, InProgress, Blocked, Scheduled, Review, and Done (columns remain customizable). Runs can use Claude Code, OpenAI Codex, Grok Build, or a local Ollama model.
Follow the guided five-minute demo to repeat the journey with a realistic software ticket. The companion activation test protocol measures whether qualified trial users reach their first run within ten minutes.
A project can be split into independently named pipelines whose stable identities survive renames. Columns can own generic processors with persistent memory, reusable project skills, ordered ticket selection, durable retries, and switch-like routing to columns in any pipeline. Right-click a column and choose Configure column to edit its name, color, role, position, ticket guidance, processor, and routing without losing the visual context of the board. Tickets in Waiting or OwnerAction columns always show a prominent contextual block between their description and activity, explaining whether the owner must comment or move the ticket to a specific validation/refusal column, or whether KittyClaw will resume it automatically. Columns can also be inserted between existing lanes or added at the end directly from the Kanban; the Workflows page remains the global pipeline-and-skills overview. Execution state is separate from business columns, so an InProgress column is optional. Recurring work uses column scheduled tasks. Agents run through Claude Code, OpenAI Codex, Grok Build, Mistral Vibe, or a local Ollama model while their output streams into the app.
Each processor is versioned with its project in .agents/processors/column- /processor.json. This authoritative definition contains its mission, explicit prompt, model, skills, ticket ordering, retry policy, and routing. SQLite keeps only a synchronized runtime projection and execution state. Persistent lessons live beside the definition under .agents/processors/column- /memory/MEMORY.md.
Download Ekioo.KittyClaw-win-Setup.exe from the latest release when that release includes the Windows installer. Run it, acknowledge the installation confirmation, then launch KittyClaw from its desktop or Start-menu shortcut. The Windows x64 installer includes the .NET, ASP.NET Core, and Windows Desktop runtimes; no SDK or separate .NET installation is required. Agent CLIs still need to be installed and authenticated separately (see the provider guide).
KittyClaw opens in your browser and stays in the notification area. Double-click its icon to open it again, or choose Quit KittyClaw from its menu to stop it. Installation is per user under %LOCALAPPDATA%/Ekioo.KittyClaw; project data stays in %APPDATA%/KittyClaw.
The update banner offers Download update, followed by Update and restart. Downloads do not interrupt work; installation is blocked while agent work or tracked finalization is active. See Windows packaging and updates for build and release details.
PATH: Claude Code (claude), OpenAI Codex (codex), Grok Build (grok), or Mistral Vibe (vibe). Local-model and DeepSeek execution use Claude Code as their transport; DeepSeek additionally requires DEEPSEEK_API_KEY in the project's secure vault.git on your PATH) for repository initialization, worktree integrations, and agent commitsrtk on your PATH) for explicit per-project shell-output optimization. KittyClaw never installs or configures it automatically and forces its telemetry off for opted-in runs.On first launch, the onboarding popup checks Git and every supported provider CLI using the same resolved executable paths as dispatch: Claude Code (claude / KITTYCLAW_CLAUDE_BIN), OpenAI Codex (codex / KITTYCLAW_CODEX_BIN), Grok Build (grok, ~/.grok/bin, or KITTYCLAW_GROK_BIN), and Mistral Vibe (vibe / KITTYCLAW_MISTRAL_BIN). It also reports optional Ollama availability. Any one agent provider is sufficient, failed or timed-out probes remain non-blocking, and Git-dependent features still require Git.
From the repo root:
run.bat (Windows)
./run.sh (macOS / Linux)
Both wrap dotnet watch --project KittyClaw.Web --non-interactive and serve the app at http://localhost:5230 with hot reload enabled.
From the home page, select Create a project, enter a name, and choose its workspace. The built-in folder browser works on Windows, macOS, and Linux without opening a native system dialog behind the browser. It exposes the home directory, mounted drives or filesystem roots, breadcrumbs, parent navigation, and direct path entry. You can also type an absolute path and create the folder when it does not exist.
Click Initialize to:
ProjectTemplate/ (preamble.md, {agent}/SKILL.md, {agent}/memory/MEMORY.md index, memory-consolidation.md, agent-budget.json, CLAUDE.md) into the workspace — agent files under /.agents/, CLAUDE.md at the workspace root.git init if the workspace is not already a git repo (skipped if git isn't installed).The setup wizard analyzes an existing workspace and proposes distinct pipelines, columns, human hand-offs, processors, routing, and schedules. For an empty folder it first asks a few questions about the project's purpose, deliverables, human decisions, and recurring work. Proposals are graphical: you can add or remove pipelines, review each pipeline's columns, refine a step with a prompt, and move backward before approval. Nothing is created during this preparation; Create the workflow applies and verifies the approved plan, then opens the board.
Existing pipelines can be refined through Edit with assistant. The legacy automation engine and its migration wizard are retired.
The workspace folder itself is never deleted by KittyClaw, even when you delete a project.
All KittyClaw data is stored locally in %APPDATA%/KittyClaw/:
registry.db — project registryprojects/{slug}.db — per-project database (tickets, comments, labels, columns, members)uploads/ — uploaded imagesruns/{runId}.json — agent run snapshots (events, status, exit code)settings.json — language + onboarding flagPer-project agent state lives in the workspace: /.agents/{agent}/memory/ (scored MEMORY.md index + per-topic lesson files), /.agents/channel/ (session state), etc.
| Path | Description |
|---|---|
| KittyClaw.Core | Domain models, EF Core contexts, services, column workflow engines, embedded project template |
| KittyClaw.Core.Tests | xUnit tests (processors, scheduling, agent execution, API, storage) |
| KittyClaw.Web | Blazor Server UI + REST API |
| KittyClaw.QaRunner | Isolated test-instance launcher (Playwright + scenario runner) used by the qa-tester agent |
| KittyClaw.ClaudeMock | Mock claude CLI used by KittyClaw.QaRunner for hermetic agent dispatch in tests |
| ProjectTemplate/ | Source of truth for new-project initialization. Files under Agents/ are written to /.agents/; CLAUDE.md is written to the workspace root. |
| tools/ | Repo helpers (e.g. publish-stable.ps1 to bundle Web + QaRunner + ClaudeMock for a stable channel) |
Per-feature architecture documentation lives under docs/. Start with pipeline and column processing for the multi-pipeline model, or docs/index.md for the complete architecture map.
All endpoints are under /api. The documentation is auto-generated from the live OpenAPI spec:
GET http://localhost:5230/api/docsGET http://localhost:5230/openapi/v1.jsonKittyClaw can expose an embedded MCP endpoint at http://localhost:5230/mcp (Streamable HTTP), so MCP clients can manage projects, tickets and acceptance criteria, configure column workflows and scheduled tasks, supervise agent runs, and handle approvals and worktree integrations. Open Settings from the home page and enable the MCP server, then hook it up to Claude Code with:
claude mcp add --transport http kittyclaw http://localhost:5230/mcp
The server exposes 73 tools: nine board and acceptance-criteria tools plus 64 management and observability tools. Reconnect clients after upgrading to refresh their tool catalogue. The endpoint is disabled by default, can be toggled without restarting KittyClaw, and uses the same localhost trust boundary as the REST API. See the complete tool catalogue and operation conventions.
This app is designed to be operated by AI agents through its REST API. Here's how to get started:
http://localhost:5230/api/docs — every endpoint, request/response example, and schema, always up to date with the running server.author is required on every mutating endpoint; omitting it returns HTTP 400. Use your plain agent name (e.g. "programmer", "groomer"). The human user is "owner".GET /api/projects first, then GET /api/projects/{slug}/columns to learn the workflow stages and GET /api/projects/{slug}/members for assignable members.@mentions to notify members, #id to reference tickets in the same project, and #{slug}:{id} to reference tickets in another project.GET /api/projects/{slug}/labels to discover available labels, and set priority to Idea, NiceToHave, Required, or Critical.只显示了开头部分;其余内容请在仓库中阅读