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)
Local-first MCP server that snapshots your project's working state into one context object.
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。
NOTION_TOKEN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
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": {
"ctxfile": {
"command": "npx",
"args": [
"-y",
"ctxfile"
],
"env": {
"NOTION_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add ctxfile --env NOTION_TOKEN=your-value -- npx -y ctxfile运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ctxfile": {
"command": "npx",
"args": [
"-y",
"ctxfile"
],
"env": {
"NOTION_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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"ctxfile": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ctxfile"
],
"env": {
"NOTION_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。
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
注册名称已通过域名 ctxfile.dev 验证(注册中心会核实域名所有权)
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。
你需要填写:NOTION_TOKEN
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(0.6.0)于41天前进入注册中心。
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, dotnet-mcp
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.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
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。
ctxfile
One context, every agent, all local.
Website · Docs · Quickstart · Clients · The .ctxfile convention · Security
You work with more than one AI agent. Claude Code in the terminal, Cursor in the editor, a chat tab for thinking. Each one starts cold, because your working state (the plan, the key files, the git state, what you decided an hour ago) lives in your head and in scrollback.
ctxfile is a local-first MCP server that snapshots your project's working state into one structured context object, and hands it to any MCP agent in a single call. Save a session in one agent, continue it in another. Nothing leaves your machine.
you → ctxfile → the same context, in every agent
Every client on your machine at once
npm install -g ctxfile
ctxfile connect # lists the MCP clients it found ctxfile connect --all # adds ctxfile to each (backups kept, other servers untouched)
Or tell any coding agent: *"Set up ctxfile for me by following https://ctxfile.dev/setup.md"*.
Claude Code (as a plugin, or one command)
/plugin install ctxfile --marketplace ctxfile/ctxfile
claude mcp add --scope user ctxfile -- npx -y ctxfile
Cursor (.cursor/mcp.json in your project, or ~/.cursor/mcp.json globally)
{
"mcpServers": { "ctxfile": { "command": "npx", "args": ["-y", "ctxfile", "--root", "${workspaceFolder}"] } } }
Codex CLI
codex mcp add ctxfile -- npx -y ctxfile --root .
Claude Desktop (no terminal needed): download ctxfile-macos-arm64.mcpb and drag it into Settings → Extensions. The bundle carries a compiled native module, so it is macOS (Apple Silicon) only for now; on Windows or an Intel Mac, add the stdio JSON above to claude_desktop_config.json instead.
Every other client: ctxfile is a standard stdio server, so npx -y ctxfile is the whole command. One-click install links and copy-paste setup for VS Code, Windsurf, Zed, Cline, Gemini CLI, OpenCode, Warp, Goose, LM Studio, Kiro, JetBrains, Visual Studio, Amp, OpenClaw, Hermes, and more are on the per-client tabs at ctxfile.dev/docs/clients.
Then, in your agent: *"load my context"* (or call get_context). Requires Node ≥ 20 (≥ 22 on Windows).
You stop typing "save this." One command installs a skill that teaches any agent, while doing its normal work, *when* to checkpoint context and to announce every save (never silent, paused any time, reviewable always):
ctxfile init
It renders from one canonical spec into whatever each harness reads: an Agent SKILL.md for Claude Code, OpenCode, OpenClaw, and Hermes (one portable file across all four skill systems), a Cursor rule, and managed GEMINI.md / AGENTS.md blocks. Details at ctxfile.dev/docs/automatic.
The same context your CLI and editor agents load over MCP can travel to web chatbots. Connect Grok, ChatGPT, Claude web, or Perplexity to your encrypted Sync vault as a custom MCP connector, or ctxfile export and paste the envelope into any prompt box (Gemini, and anything else). Walkthrough: ctxfile.dev/docs/webchat.
This is the part we care about most, so it goes first:
password= assignments) is redacted before it enters the snapshot. .env*, key files, and credential files are never read at all.The full model, including what Pro and Sync add and what they can never see, is documented at ctxfile.dev/security.
| Snapshot | get_context returns one structured ContextObject: plan docs, ranked key files fitted to a token budget, git state, optional Notion pages and local-LLM summary. |
| Save and resume | save_session stores an agent-written summary of the current conversation. continue_thread hands the merged, provenance-labeled history to the next agent. Different harness, different provider, cold start: it picks up where you left off. |
| Threads | Durable identities for a piece of work ("Q3 campaign"), spanning agents and machines. handoff: true enforces a complete takeover package: state, decisions with rationale, ordered open items, gotchas. |
| Memory import | ingest_memory moves what ChatGPT, Grok, Claude or any assistant knows about you into ctxfile: one prompt (ctxfile memory prompt), a strict schema, global or per-project scope. Instructions and identity wait for your approval; duplicates merge; rejections stick. Every agent then gets it in get_context. Docs. |
| Tasks | post_task, list_tasks, update_task: one agent leaves work on a thread for another ("have ChatGPT draft the lead emails"), the assignee finds it in its inbox and asks you before starting. Agent-posted tasks are proposals until you approve them in the dashboard or CLI; approvals are signed on your device, and anything that sends, publishes, pushes code, or spends needs its own yes. Docs. |
| Universal ingest | ingest_context is the schema-enforced door for any harness without a native parser. The prompt is the adapter, so every MCP-speaking agent is supported, including ones that do not exist yet. |
| Cloud agents | ctxfile export writes a static, repo-safe artifact for agents that never touch your machine (hosted coding agents, CI). The format is an open spec: the .ctxfile convention. |
| Dashboard | ctxfile ui: a local cockpit on 127.0.0.1. Run snapshots, watch connectors, browse context, inspect git state. |
| Sync (optional) | An end-to-end encrypted vault through a relay you can self-host. Argon2id key derivation, XChaCha20-Poly1305 per blob. The relay stores ciphertext only. |
| Package | What | License |
|---|---|---|
packages/core | ctxfile on npm: the MCP server, snapshot engine, threads, ingest, export, Sync client, dashboard host | Apache-2.0 |
packages/relay | @ctxfile/relay on npm: the self-hostable Sync relay and team hub (encrypted vaults, /mcp endpoint, federation, audit log). One Docker image | Apache-2.0 |
packages/dashboard + packages/ui-kit | The local instrument UI served by ctxfile ui | Apache-2.0 |
apps/web | ctxfile.dev: site and docs | Apache-2.0 |
Everything in this repo is Apache-2.0 and works standalone, forever. The paid Pro add-on (a separate, closed package) adds session connectors that read your recent sessions from Claude Code, Cursor, Codex CLI, OpenCode, Gemini CLI, Aider, OpenClaw, and Hermes Agent, encrypted cross-session memory, multi-provider consult (Anthropic, OpenRouter for hundreds of models on one key, any OpenAI-compatible endpoint, or local Ollama), AI-distilled prompt Playbooks, and local voice capture. Licensing is an Ed25519-signed key verified offline. No phone-home, ever. Pro funds the open-source work.
We want your issues, your PRs, and your weird harness reports. Start with CONTRIBUTING.md. Every ingested format, every MCP client quirk, every redaction gap you find makes the whole thing better.
git clone https://github.com/ctxfile/ctxfile.git && cd ctxfile
npm install npm run build && npm test # the whole gate: lint, typecheck, tests
If ctxfile saves you a cold start, a star is how other people find it.
Apache-2.0. "ctxfile" and the ctxfile logo are trademarks of ctxfile; the license covers the code, not the name.