Kireo
概览
作者提供的说明(英文原文)
Long-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.
PopNx MCP 的三大支柱
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。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i1 项中通过 1 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新↓ 59/周 · ★ –
它能帮你做什么
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。
- 连接方式: 在你的电脑上运行
- 传输方式: stdio
- 分类: 搜索与 AI 记忆
- 你需要填写:KIREO_API_KEY
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:1 项中通过 1 项
- 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
- 需要你自己填写:
KIREO_API_KEY
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
- npm已安装 Node.js(用于 npx 命令)
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": {
"kireo": {
"command": "npx",
"args": [
"-y",
"@kireo/mcp-server"
],
"env": {
"KIREO_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add kireo --env KIREO_API_KEY=your-value -- npx -y @kireo/mcp-server运行前请先填写空着的值。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"kireo": {
"command": "npx",
"args": [
"-y",
"@kireo/mcp-server"
],
"env": {
"KIREO_API_KEY": "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。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"kireo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@kireo/mcp-server"
],
"env": {
"KIREO_API_KEY": "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。
需要你填写的值
- API key from https://app.kireo.app/api-keys
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。
它能做什么
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。
基础检查i
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9日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 wang1051992187 验证,该账户拥有此仓库
- … 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- – 不适用
端点有响应
它在你的电脑上运行,没有互联网端点
- – 不适用
使用 OAuth 登录
在你的电脑上运行,改用本地设置
- … 尚未检查
工具描述中没有隐藏指令
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“搜索与 AI 记忆”中的其他服务器比较i
- 星标数多于此分类中其他 5728 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5728 个服务器的 42% 更新
- 基础检查结果等于或优于此分类中其他 5728 个服务器的 100%
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。
常见问题
Kireo 安全吗?
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。
它需要哪些密钥或代码?
你需要填写:KIREO_API_KEY
它在我的电脑上运行还是在云端?
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)。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(0.3.1)于2个月前进入注册中心。
哪些应用可以使用它?
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。
有什么可以替代它?
同一分类中有:Context7, Codebase Memory, Exa
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者的 README
打开 README
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。
@kireo/mcp-server
Long-term memory for any MCP-compatible AI tool (Claude Code, Cursor, Windsurf, Cline, Zed, Continue …).
What is Kireo memory MCP?
Kireo memory MCP is a Model Context Protocol server that gives Claude Code, Cursor, Cline, Windsurf and any other MCP client long-term memory. Save a decision once; recall it in any later session, on any machine. Hybrid semantic + keyword search over LanceDB, 12 MCP tools, plus local code indexing. Free beta — an API key is all you need.
How do I install Kireo memory MCP?
One line for Claude Code, one JSON block everywhere else. Both need a free key from https://app.kireo.app/app/api-keys (ki_sk_…).
# Claude Code — add --scope user to get it in every project
claude mcp add kireo --scope user --env KIREO_API_KEY=ki_sk_xxx -- npx -y --package=@kireo/mcp-server kireo-mcp
Every other client takes the same server entry; only the file it goes in differs:
{
"mcpServers": { "kireo": { "command": "npx", "args": ["-y", "--package=@kireo/mcp-server", "kireo-mcp"], "env": { "KIREO_API_KEY": "ki_sk_xxx" } } } }
| Client | Where that block goes |
|---|---|
| Claude Code | .mcp.json in the project root (or use the claude mcp add line above) |
| Cursor | ~/.cursor/mcp.json, or /.cursor/mcp.json for one repo |
| Cline | MCP Servers → Configure MCP Servers (cline_mcp_settings.json) |
| Claude Desktop | claude_desktop_config.json (Settings → Developer → Edit Config) |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| Zed / Continue / any MCP host | Whatever that host calls its MCP server list — same three fields |
Restart the client afterwards. Node.js ≥ 20 must be on PATH for npx.
Which tools does it expose?
Twelve, over MCP stdio: memory_save, memory_search, memory_recall, memory_get, memory_update, memory_delete, memory_list_namespaces, memory_health, context_save, context_load, project_info, and context_archive. Every client sees the same set. Call memory_health first to confirm the key works.
Does it bloat my prompt?
No — memory is pulled, not pushed. Nothing is injected into the system prompt. The agent calls memory_search only when it decides prior context is worth retrieving, and gets back a bounded ranked set (default 10 hits, hard cap 50), so tokens are spent per-query rather than per-turn.
How is it different from a CLAUDE.md / .cursorrules file?
A rules file is static text re-read in full every session and shared by nothing. Kireo memory MCP is queried on demand, is written by the agent as work happens, is searchable semantically, and is shared across projects, sessions and machines through namespaces.
Can it index my codebase?
Yes. npx -y -p @kireo/mcp-server kireo index ./ --repo my-app extracts functions/classes/methods into a code- namespace that memory_search can reach. Indexing is incremental — re-runs only send changed files, and the server dedupes identical symbols, so retrying is safe.
Is my code uploaded?
The compact command uploads the conversation summary you ask it to archive. context_save uploads a handoff; memory_save uploads supplied content; kireo index uploads extracted code symbols. These actions send their content to your Kireo account. Set KIREO_TELEMETRY=0 to also drop the X-Device-Id header.
What does it cost?
Free beta. Sign up at https://app.kireo.app, create a key, done — no card.
Conversation compression (0.3.0)
The Kireo plugin adds /kireo:compact in Claude Code and $kireo-compact in Codex: it summarizes the visible conversation, writes .md, and uploads it to your Kireo account with offline retry and versioned file metadata. Install the plugin.
The MCP now also provides project_info, context_save, context_load, and context_archive, alongside the eight general memory tools below.
Quickstart
- Get an API key at https://app.kireo.app/app/api-keys (
ki_sk_…). - Add this MCP server to your host. Claude Code — run:
claude mcp add kireo --scope user --env KIREO_API_KEY=ki_sk_xxx -- npx -y --package=@kireo/mcp-server kireo-mcp
Two details in that line are load-bearing, both verified against claude 2.1.220 and npm 11 on 2026-08-03:
- `--package=@kireo/mcp-server kireo-mcp`, not `@kireo/mcp-server`. This package ships two binaries (
kireo,kireo-mcp), neither named after the package, sonpx -y @kireo/mcp-servercannot pick one and fails withcould not determine executable to run. - `--package=`, not the short `-p`. A bare
-pafter--gets swallowed by theclaude mcp addoption parser, which then rejects its own flag:claude mcp add kireo --env … -- npx -y -p @kireo/mcp-server kireo-mcperrors withunknown option '--env'. The long form parses cleanly.
Drop --scope user if you only want it in the current project. Alternatively, check a project-scoped .mcp.json into your repo root with the same shape (inside JSON args the short -p is fine — it goes straight to npx and never reaches the claude parser):
// .mcp.json (project root)
{ "mcpServers": { "kireo": { "command": "npx", "args": ["-y", "--package=@kireo/mcp-server", "kireo-mcp"], "env": { "KIREO_API_KEY": "ki_sk_xxx" } } } }
- Restart the host. You now have 12 tools available to the AI:
| Tool | Purpose |
|---|---|
memory_save | Persist a long-term memory |
memory_search | Hybrid semantic + keyword search |
memory_recall | Replay recent/important memories |
memory_get | Fetch by id |
memory_update | Patch fields |
memory_delete | Soft/hard delete |
memory_list_namespaces | Enumerate namespaces |
memory_health | Probe service |
Configuration
Sources are merged in order: CLI args > env > `~/.kireo/config.json`.
| ENV / CLI | Default | Description |
|---|---|---|
KIREO_API_KEY / --api-key | _required_ | Bearer token (ki_sk_…). |
KIREO_API_URL / --api-url | https://api.kireo.app | Override for self-host. |
KIREO_REQUEST_TIMEOUT_MS / --timeout | 60000 | Per-request timeout in ms, max 300000 (env alias: KIREO_TIMEOUT_MS). |
KIREO_RETRY_MAX_ATTEMPTS | 3 | 5xx/429 retries (alias: KIREO_RETRY_MAX). |
KIREO_RETRY_BASE_MS | 200 | Exponential backoff base. |
KIREO_TELEMETRY | 1 | Set to 0 to disable device-id header. |
KIREO_LOG_LEVEL | info | debug / info / warn / error / silent. |
KIREO_PROXY_URL | _none_ | HTTP(S) proxy. |
KIREO_ACCEPT_LANGUAGE | en | Locale for error hints. |
Logs land in ~/.kireo/logs/ on all platforms (macOS, Linux, Windows).
Indexing local code
Index a repository's symbols (functions / classes / methods) into a code- namespace so the AI can recall them via memory_search:
export KIREO_API_KEY=ki_sk_xxx
npx -y -p @kireo/mcp-server kireo index ./ --repo my-app
Indexing is incremental — only changed files are re-sent on subsequent runs.
| Flag | Default | Description |
|---|---|---|
--repo | directory basename | Repo name → code- namespace. |
--batch-size | 100 | Symbols per upload batch (1..100). Lower it if a batch times out. |
--timeout | 60000 | Per-request timeout (max 300000). |
--api-key / --api-url / --namespace / --log-level / --no-telemetry | — | Same as the config table above; CLI flags override env. |
Run kireo --help for the full usage text. --help and --version never touch the network or the filesystem and don't require an API key. If a batch upload times out, re-running the same command is safe: the server dedupes identical symbols, so retries won't create duplicates.
Host setup
- Claude Code
- Cursor
- Windsurf
Privacy
Set KIREO_TELEMETRY=0 to drop the X-Device-Id header. We never read your code; only the explicit content you pass to memory_save reaches the API.
Troubleshooting
AUTH_INVALID_KEY→ rotate your key at https://app.kireo.app/app/api-keys.QUOTA_EXCEEDED→ upgrade or wait for next billing cycle.- Tools missing in your host → run
npx @modelcontextprotocol/inspector node $(npm root -g)/@kireo/mcp-server/bin/kireo-mcp.cjsto verify locally.
License
MIT