Agent-Native Calendar
Agent-Native Google Calendar - manage events, sync, and public booking
作者提供的说明(英文原文)
Capture dev context on interrupt; replay it as a 30-second resume card. Git stash for your head.
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": {
"br8n": {
"command": "uvx",
"args": [
"br8n",
"--from",
"br8n",
"br8n-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add br8n -- uvx br8n --from br8n br8n-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"br8n": {
"command": "uvx",
"args": [
"br8n",
"--from",
"br8n",
"br8n-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": {
"br8n": {
"type": "stdio",
"command": "uvx",
"args": [
"br8n",
"--from",
"br8n",
"br8n-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7日
注册名称已通过 GitHub 账户 anthonysuherli 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(1.1.2)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 Python (uv)。
同一分类中有:Agent-Native Calendar, Excel MCP Server, MCP Server for Excel
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
Agent-Native Google Calendar - manage events, sync, and public booking
Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.
Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
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。
Site · install · how it works · pip install br8n
You'll forget what this branch was for. br8n won't. It saves what you were thinking the moment you get pulled away — branch, open files, the diff, and the one-line *why* — and hands it back as a 30-second resume card when you return. Your code is already saved; this is the part that isn't. Research puts the cost of refocusing after an interruption at about 23 minutes (Gloria Mark, UC Irvine), and longer for complex code. *(Snapshots are taken two ways today: automatically at commit boundaries via an installed post-commit hook, and on demand with /br8n:capture. There is no continuous watcher.)*
Most tools capture *state* (files, layout, git history). br8n captures *intent* — the one-line hypothesis in your head: *"JWT validation is caching stale tokens."* That's the wedge that matters.
Beyond your current device, br8n is a portable knowledge engine: your captured insights live in a searchable journal accessible from Claude Code, the iOS companion, or any tool that speaks HTTP. Sync, search, and share across machines (paid tier, future).
Before a meeting, a branch switch, or end of day, run /br8n:capture. br8n snapshots your workspace in one second and records *"What were you working on?"* — the one-line hypothesis is the load-bearing field.
Before: Capture: After:
┌─────────────────┐ /br8n:capture ┌──────────────────┐ │ Fixing bug in │ ───► br8n asks: ───► │ Finding saved: │ │ auth flow │ "What were │ │ • git diff │ │ files: [3] │ you doing?" │ │ • open files │ │ branch: fix-#42 │ Fixing auth │ │ • cursor pos │ └─────────────────┘ bug │ │ • hypothesis │ └──────────────────┘ (stored in KB)
Your captured snapshots live in a searchable journal. One hypothesis per snapshot— the thing you'd write on a post-it.
Open br8n (or focus your editor). The resume card appears instantly with:
╔════════════════════════════════════╗
║ br8n — Where were you? ║ ╠════════════════════════════════════╣ ║ 📌 Fixing auth bug in login flow ║ ║ ║ ║ Recent snapshots: ║ ║ • 5 min ago: auth middleware ║ ║ • 12 min ago: jwt validation ║ ║ • 45 min ago: session storage ║ ║ ║ ║ Coverage: ████░ (rich) ║ ╚════════════════════════════════════╝
No digging through git logs. No "where was I again?" Back to work in 30 seconds.
If coverage is gap (you've been away a while, or switched branches), one click runs a web-research pipeline to pull in fresh context: changed docs, new issues, updated deps—and folds it back into your session knowledge base.
Resume card says "coverage: gap"
│ ▼ ┌─────────────────┐ │ [Explore Now] │ ─► web search (changed deps, docs) └─────────────────┘ ─► fetch + parse relevant sources │ ─► extract + embed findings ▼ Coverage updates to "rich" + new context appears in the card
Perfect for returning after a weekend or after your teammate merged a big change.
br8n is a self-contained fork of Delapan, repurposing its primitives (Findings, pgvector search, tap/preamble) from chat to automatic capture.
Slash commands from inside any Claude Code session:
/br8n:pickup → Show the current repo/branch resume card
/br8n:capture → Save a snapshot right now /br8n:search → Ask a question, grounded in your session history /br8n:explore → Force the gap-fill pipeline
Example: You're in a Claude Code session debugging auth. Type /br8n:search "how did I set up JWT validation?" and get an answer from your captured snapshots.
A native SwiftUI app — the read spine. Sign in with Apple, browse your cross-repo activity, and read resume cards from your phone. Consumes the same /v1/projects + /v1/resume + /v1/activity API, authenticated per-user (see below).
Your captured snapshots form a searchable knowledge journal. The engine runs in two tiers from the same code — the difference is where your data lives.
| Tier | Free / local | Paid / cloud |
|---|---|---|
| Storage | On-device SQLite | Hosted Supabase (pgvector) |
| Access | Loopback only (localhost:8002) | Anywhere (with API key) |
| Sign-in | None | GoTrue |
| Data | ~/.br8n/brain.db | Encrypted, RLS protected |
| Select | BR8N_BACKEND=local | BR8N_BACKEND=cloud + creds |
Access your knowledge anywhere:
Claude Code (local/cloud) iOS companion (cloud) Browser (cloud, future)
│ │ │ └──────────────┬───────────────┴───────────────────────┘ │ br8n API │ ┌───────┴────────┐ │ │ SQLite Supabase (local db) (cloud db)
Free tier: single device, no sync. Paid tier: access from Claude Code, the iOS app, or any tool that speaks HTTP. Team sharing and cross-repo search are designed (future).
The paid value props — cross-machine sync, cross-repo search, managed keys, team sharing — are not yet shipped.
14:32 — Debugging auth middleware
Open file: middleware.py, line 45 Hypothesis: "JWT validation is caching stale tokens"
14:35 — [Meeting call] /br8n:capture → br8n saves the snapshot
15:47 — [Back from meeting] /br8n:pickup → resume card appears: "🔸 JWT validation is caching stale tokens" Recent context shown. No "where was I?" moment.
You're on fix/session-timeout, about to switch to main
/br8n:capture → snapshot saved against this branch
Hours later, switch back: git checkout fix/session-timeout /br8n:pickup → resumes from that branch → shows the last hypothesis + snapshots
You're in a Claude Code session, ask a question:
/br8n:search "how did I set up the JWT secret?"
Claude Code queries your captured session history and answers from your own notes/decisions.
Install the Claude Code plugin — no venv, no path editing. The plugin's MCP server bootstraps its own environment on first run.
/plugin marketplace add anthonysuherli/br8n
/plugin install br8n@br8n
Reload the session, then use /br8n:pickup, /br8n:capture, etc. Data lives in ~/.br8n/brain.db on the free/local tier.
What works without any key: capture and resume. Snapshots are stored without embeddings, so the resume card, the hypothesis and the snapshot trail all work with no account and no key at all.
What needs a key: semantic search (/br8n:search) needs an embedding key — AI_GATEWAY_API_KEY or OPENAI_API_KEY. The explore / gap-fill pipeline needs that *and* TAVILY_API_KEY for web search.
Keyless semantic search: on the local tier, pip install 'br8n[local-embeddings]' gives you semantic search with no API key at all — an on-device ONNX model (bge-small-en-v1.5, ~130MB, no torch, downloaded once on first use). Use /br8n:embeddings to check which provider is active or switch between them. A keyless python -m br8n.vault.reindex rebuilds real vectors, not just text.
Vectors from different models aren't comparable, so br8n keeps one active embedding space and re-embeds when you change providers. Because a provider can also change *by accident* — a shell without your API key resolves to the local model — br8n will not silently throw your vectors away: a change it inferred from the environment is offered, not applied. /br8n:embeddings (and --check) report the pending switch, and it happens when you confirm. While an offer is pending, capture and search behave exactly as they do with no key at all: nothing breaks, nothing is lost, and the backlog re-embeds itself once you confirm. A switch you ask for explicitly applies immediately.
Sanity-check a local install with python -m br8n.api.main --check — it reports your Python version, which backend tier is configured, whether sqlite-vec loads, whether the DB path is writable, and whether the embedding and explore keys are present. Anything missing is named explicitly.
Free/local (SQLite, single device):
BR8N_BACKEND=local python -m br8n.api.main # listens 127.0.0.1:8002
Paid/cloud (Supabase, accessible anywhere):
BR8N_BACKEND=cloud uvicorn br8n.api.main:app --reload --port 8002
Working on br8n itself, rather than using it:
git clone https://github.com/anthonysuherli/br8n
cd br8n/backend python3.11 -m venv .venv .venv/bin/pip install -e ".[dev]" cp .env.example .env
pip install br8n also works as a plain package install, and ships the br8n-mcp and br8n-server entry points; the plugin marketplace remains the supported path for using br8n inside Claude Code.
By default, the knowledge base is keyed by project (git repo name) and kb (git branch). Override the database path with BR8N_DB_PATH (local) or set Supabase credentials in .env (cloud).
The cloud tier is multi-user: each request carries a Supabase GoTrue JWT — obtained via Sign in with Apple through POST /v1/auth/apple (Supabase verifies the Apple token and provisions the user) and rotated via POST /v1/auth/refresh. The backend verifies the JWT against SUPABASE_JWT_SECRET and scopes every read/write (findings *and* the activity graph) to the caller's own org via row-level security. BR8N_API_KEY remains as a service-only key for internal callers. The local tier needs no auth (loopback-only, single user).
See CLAUDE.md for:
br8n/ core engine, fork structure)/v1/capture, /v1/resume, /v1/explore, /v1/auth/apple)/br8n:pickup, etc.)/v1/auth/apple + /v1/auth/refresh只显示了开头部分;其余内容请在仓库中阅读