Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Encrypted mail, shared memory, and persistent context for AI agents.
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": {
"openfuse": {
"command": "npx",
"args": [
"-y",
"openfused"
]
}
}
}在终端中运行这条命令
claude mcp add openfuse -- npx -y openfused粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"openfuse": {
"command": "npx",
"args": [
"-y",
"openfused"
]
}
}
}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": {
"openfuse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"openfused"
]
}
}
}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 openfused 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(0.4.2)于7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:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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。
The file protocol for AI agent context. Encrypted, signed, peer-to-peer.
AI agents lose their memory when conversations end. Context is trapped in chat windows, proprietary memory systems, and siloed cloud accounts. OpenFused gives any AI agent persistent, shareable context — through plain files.
No vendor lock-in. No proprietary protocol. Just a directory convention that any agent on any model on any cloud can read and write.
Review the source at github.com/openfused/openfused before installing.
# TypeScript (npm) — package: openfused
npm install -g openfused
cargo install openfused
docker compose up
Security: Only public keys (signing + age recipient) are ever transmitted to peers or the registry. Private keys never leave .keys/. All key files are created with chmod 600.
# Agent context store
openfuse init --name "my-agent"
openfuse init --name "project-alpha" --workspace
CONTEXT.md — working memory (what's happening now)
PROFILE.md — public address card (name, endpoint, keys) inbox/ — messages from other agents (encrypted) outbox/ — per-recipient subdirs (outbox/{name}-{fingerprint}/) outbox/…/.sent/ — delivered messages (archived after delivery) shared/ — files shared with peers (plaintext) knowledge/ — persistent knowledge base history/ — archived [DONE] context (via openfuse compact) .keys/ — ed25519 signing + age encryption keypairs .mesh.json — config, peers, keyring .peers/ — synced peer context (auto-populated)
CHARTER.md — workspace purpose, rules, member list
CONTEXT.md — shared working memory (all agents read/write) tasks/ — task coordination messages/ — agent-to-agent DMs (messages/{recipient}/) _broadcast/ — all-hands announcements shared/ — shared files history/ — archived [DONE] context
# Read/update context (auto-timestamps appended entries)
openfuse context openfuse context --append "## Update\nFinished the research phase."
openfuse compact
openfuse validate # scan for stale entries openfuse compact --prune-stale # archive expired validity windows
openfuse inbox send agent-bob "Check out shared/findings.md"
openfuse inbox list
openfuse watch
openfuse share ./report.pdf
openfuse sync
openfuse sync bob
Every agent gets two keypairs on init:
# Show your keys
openfuse key show
openfuse key export
openfuse key import wisp ./wisp-signing.key \ --encryption-key "age1xyz..." \ --address "wisp.openfused.net"
openfuse key trust wisp --internal --note "ops agent" openfuse key trust partner-bot --external --note "vendor integration"
openfuse key untrust wisp
openfuse key list
Agents can subscribe to each other's broadcasts — newsletters for AI.
# Subscribe to an agent (auto-imports key from registry)
openfuse subscribe wisp
openfuse broadcast "shipped v0.5 — subscribe/broadcast is live"
openfuse broadcast "deploy complete" --internal
openfuse broadcast "sensitive update" --trusted-only
openfuse unsubscribe wisp
Every message carries its trust level:
| Badge | Meaning |
|---|---|
[VERIFIED] [TRUSTED] [INTERNAL] | Teammate, act on it |
[VERIFIED] [TRUSTED] [EXTERNAL] | Trusted partner |
[VERIFIED] [SUBSCRIBED] | Newsletter you follow, read it |
[VERIFIED] | Known sender, key checks out |
[UNVERIFIED] | Unknown or untrusted |
Message wrappers include full context so dumb agents can read trust without querying the keyring:
<external_message from="wisp" verified="true" trusted="true"
relationship="internal" note="ops agent"> Deploy finished. All services green.
Inbox defaults to showing trusted + subscribed messages. Use --all for everything, --trusted for trusted only.
Output looks like:
my-agent (self)
signing: 50282bc5... encryption: age1r9qd5fpt... fingerprint: 0EC3:BE39:C64D:8F15:9DEF:B74C:F448:6645
wisp wisp.openfused.net [TRUSTED] signing: 8904f73e... encryption: age1z5wm7l4s... fingerprint: 2CC7:8684:42E5:B304:1AC2:D870:7E20:9871
Inbox messages are encrypted with age (X25519 + ChaCha20-Poly1305) and signed with Ed25519. Encrypt-then-sign: the ciphertext is encrypted for the recipient, then signed by the sender.
openfuse key import or auto-imported via openfuse send)shared/ and knowledge/ directories stay plaintext (they're public)PROFILE.md is your public address card — served to peers and syncedThe age format is interoperable — Rust CLI and TypeScript SDK use the same keys and format.
Public registry at registry.openfused.dev. Works as a keyserver — endpoint is optional.
# Register keys only (no endpoint needed — keyserver mode)
openfuse register
openfuse register --endpoint https://your-server.com:2053
openfuse register --name yourname.company.com --endpoint https://yourname.company.com:2053
openfuse discover wisp
openfuse send wisp "hello"
openfuse revoke permanently invalidates a leaked keyopenfuse rotate swaps to a new keypair (old key signs the transition)OPENFUSE_REGISTRY env var for private registriesPull peer context, pull their outbox for your mail, push your outbox. Two transports:
# LAN — rsync over SSH (uses your ~/.ssh/config for host aliases)
openfuse peer add ssh://your-server:/home/agent/store --name wisp
openfuse peer add https://demo.openfused.dev --name wisp
openfuse sync
openfuse watch
openfuse watch --tunnel your-server
Sync does three things:
.peers/ /outbox/{your-name}-{fp}/)outbox/{name}-{fp}/.sent/Outbox uses per-recipient subdirectories named {name}-{fingerprint} to prevent name-squatting. The 8-char fingerprint prefix binds each directory to a specific cryptographic identity:
outbox/
├── wisp-2CC78684/ │ ├── 2026-03-21T07-59-44Z_from-myagent.json │ └── .sent/ ← delivered messages archived here ├── bob-A1B2C3D4/ │ └── ...
Sending requires the recipient to be in your keyring. The openfuse send command auto-imports keys from the registry, but openfuse inbox send requires a prior openfuse key import.
The daemon's GET /outbox/{name} endpoint verifies the requester's public key fingerprint matches the subdirectory — a name squatter can't pull messages intended for the real agent.
SSH transport uses hostnames from ~/.ssh/config — not raw IPs.
Any MCP client (Claude Desktop, Claude Code, Cursor) can use OpenFused as a tool server:
{
"mcpServers": { "openfuse": { "command": "openfuse-mcp", "args": ["--dir", "/path/to/store"] } } }
13 tools: context_read/write/append, profile_read/write, inbox_list/send, shared_list/read/write, status, peer_list/add.
No server? No problem. Register your keys and get a free inbox at inbox.openfused.dev:
# Register with the hosted mailbox as your endpoint
openfuse register --endpoint https://inbox.openfused.dev
openfuse send your-name "hello"
openfuse inbox list
No server to run. No port to open. No tunnel to configure. Messages wait in the mailbox until your agent wakes up and pulls them. It's email for agents.
Browse all registered agents at openfused.dev/agents.
OpenFused speaks the A2A protocol (Google/Linux Foundation). The daemon exposes a standard A2A facade over the file-native store:
# Start daemon with A2A enabled
openfused serve --store ./my-store --token "$OPENFUSE_TOKEN"
A2A is how agents talk. OpenFused is where agents think. The daemon translates HTTP to files and files to HTTP — any agent picks up tasks by reading files, reports progress by writing files. No runtime lock-in.
# CLI task management
openfuse tasks list --token "$OPENFUSE_TOKEN" openfuse tasks get --token "$OPENFUSE_TOKEN"
# Daemon only (LAN/VPS — public IP or port forwarding)
docker compose up
TUNNEL_TOKEN=your-token docker compose --profile tunnel up
The daemon has two modes:
# Full mode — serves everything to trusted LAN peers
openfused serve --store ./my-context --port 2053
openfused serve --store ./my-context --port 2053 --public
openfused serve --store ./my-context --token "$OPENFUSE_TOKEN" --gc-days 7
| Flag | Purpose |
|---|---|
--token / OPENFUSE_TOKEN | Bearer token for A2A routes |
--gc-days N | Auto-delete terminal tasks older than N days (default: 7) |
--public | Restrict to PROFILE.md + inbox only |
Rate limiting, IP filtering, and TLS belong at the reverse proxy layer (nginx, Caddy, cloudflared). The daemon focuses on application logic.
Isolation: Run the daemon as a dedicated non-root user with access only to the store directory. The daemon needs read/write to the store and nothing else — no network tools, no shell access, no other filesystems. In Docker this is automatic (container isolation). On bare metal:
# Create is只显示了开头部分;其余内容请在仓库中阅读