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PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Kindex

作者:wandercom版本 0.54.1i★ 50i在你的电脑上运行
注册名称io.github.wandercom/kindex

安装方法

What it does

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

  • Connects 在你的电脑上运行
  • Account or key No key needed
  • Category 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

通过 2/3 项检查 · 在你的电脑上运行

第一步:你用哪个 AI?

选择你用的应用,步骤会显示在下方。

可连接 Claude,但需要先准备

需要先在电脑上安装 Python (uv)(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用

  1. 安装 Python (uv)

    只需一次,所有需要 Python (uv) 的服务器都能用

    打开 Python (uv) 下载页 ↗

  2. 打开电脑版 Claude 应用的设置文件

    SettingsDeveloperEdit Config

  3. 粘贴这些设置并保存文件

    {
      "mcpServers": {
        "kindex": {
          "command": "uvx",
          "args": [
            "kindex"
          ]
        }
      }
    }
  4. 退出 Claude 再重新打开

  5. 试一试

    用 Kindex 告诉我你能帮我做什么,然后做一件给我看

    ✓ 如果 Claude 说正在使用 Kindex,或回答中出现 Kindex 的工具名称,就表示连接成功

菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同

ChatGPT 暂时无法连接 Kindex

Kindex 需要安装在你的电脑上,而 ChatGPT 只能连接在网上运行的服务器

你可以改用这些方式

A · 使用能连接 Kindex 的应用

  • 需要先在电脑上安装 Python (uv)(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
  • 需要先在电脑上安装 Python (uv)(只需一次)
  • 需要先在电脑上安装 Python (uv)(只需一次)
  • 需要先在电脑上安装 Python (uv)(只需一次)

B · 搜索与 AI 记忆 类中能连接 ChatGPT 的其他服务器

从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的

可连接 Claude Code,但需要先准备

需要先在电脑上安装 Python (uv)(只需一次)

  1. 安装 Python (uv)

    只需一次,所有需要 Python (uv) 的服务器都能用

    打开 Python (uv) 下载页 ↗

  2. 打开终端

    Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell

  3. 粘贴这条命令并按 Enter

    claude mcp add --scope user kindex -- uvx kindex
  4. 在 Claude Code 中输入 /mcp

    应能看到 Kindex 在列表中并显示已连接

  5. 试一试

    用 Kindex 告诉我你能帮我做什么,然后做一件给我看

    ✓ 如果 Claude Code 说正在使用 Kindex,或回答中出现 Kindex 的工具名称,就表示连接成功

菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同

可连接 Cursor,但需要先准备

需要先在电脑上安装 Python (uv)(只需一次)

  1. 安装 Python (uv)

    只需一次,所有需要 Python (uv) 的服务器都能用

    打开 Python (uv) 下载页 ↗

  2. 点击这个按钮打开 Cursor

    在 Cursor 中打开

    Cursor 会请你确认安装,点击 Install

  3. 在 Cursor 中以 Agent 模式打开 AI 聊天

  4. 试一试

    用 Kindex 告诉我你能帮我做什么,然后做一件给我看

    ✓ 如果 Cursor 说正在使用 Kindex,或回答中出现 Kindex 的工具名称,就表示连接成功

菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同

可连接 VS Code,但需要先准备

需要先在电脑上安装 Python (uv)(只需一次)

  1. 安装 Python (uv)

    只需一次,所有需要 Python (uv) 的服务器都能用

    打开 Python (uv) 下载页 ↗

  2. 点击这个按钮打开 VS Code

    在 VS Code 中打开

    VS Code 会请你确认安装,点击 Install

  3. 在 VS Code 中以 Agent 模式打开 AI 聊天

  4. 试一试

    用 Kindex 告诉我你能帮我做什么,然后做一件给我看

    ✓ 如果 VS Code 说正在使用 Kindex,或回答中出现 Kindex 的工具名称,就表示连接成功

菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同

其他支持 MCP 的应用(如 Windsurf、Zed、Gemini CLI)添加方式各不相同,请在应用列表中查看

查看所有支持 MCP 的应用 →

JSON 设置在下方“开发者专用”中

卡住了?问问正在用 Kindex 的人💬 讨论 →
开发者专用:终端命令和 JSON 设置

安装在电脑上

Claude Code

claude mcp add --scope user kindex -- uvx kindex

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "kindex": {
      "command": "uvx",
      "args": [
        "kindex"
      ]
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "kindex": {
      "command": "uvx",
      "args": [
        "kindex"
      ]
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "kindex": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "kindex"
      ]
    }
  }
}

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。

一览

每周下载量i
795/周
许可证i
未注明许可证
连接方式
在你的电脑上运行
最新版本i
0.54.1
发布到注册中心i
2026年11月9日
代码最后更新i
2026年11月12日
作者
wandercom
软件包
pypi: kindex
注册状态
活跃

哪些应用可以使用它

依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。

在你的电脑上运行,适用于

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

全部应用及其优缺点 →

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12日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 wandercom 验证,该账户拥有此仓库

  • ✓ 通过

    仍在维护

    代码最后更新于今天

  • ! 注意

    有许可证

    GitHub 无法识别许可证类型;请打开文件自行查看

  • – 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

讨论

提问、分享技巧或报告无法使用。按“有帮助”数量排序。

还没有帖子,欢迎第一个提问或分享。

此处内容由用户撰写,不代表 PopNx 团队。

使用 Google 登录后发帖

用户评价

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用 Google 登录后写评价

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 6007 个服务器的 96%
  • 发布到注册中心的时间比此分类中其他 6007 个服务器的 90% 更新
  • 基础检查结果等于或优于此分类中其他 6007 个服务器的 49%

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

Kindex 安全吗?

它在 3 项适用的基础检查中通过了 2 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?

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 仓库最后更新于今天,最新版本(0.54.1)于3天前进入注册中心。

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 Python (uv)。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Ruflo

同类别的其他选择

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

Context7

Up-to-date docs for AI agents

作者:upstash广泛使用↓ 125万/周★ 6.5万今天更新

电脑或云端

Codebase Memory

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

作者:DeusData广泛使用↓ 1.7万/周★ 4.9万26天前更新

在你的电脑上运行

Ruflo

Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.

作者:ruvnet广泛使用↓ 7.4万/周★ 8.2万 整个仓库的星标昨天更新

在你的电脑上运行

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。

Kindex

Every agent is smart inside its own silo. Kindex lets them work together.

Kindex does one thing. It knows what you know.

Claude Code, Codex, Gemini CLI, Google Antigravity, OpenCode, Cursor, and other MCP-capable agents each remember for themselves, and none of them can read the others. Kindex is the local knowledge graph they all read and write: continuity across sessions and restarts, handoffs between vendors, shared decisions and constraints, and live coordination while several of them work at once. Available as a free MCP plugin or standalone CLI.

Memory plugins capture what happened. Kindex captures what it means and how it connects. Most memory tools are session archives with search. Kindex is a weighted knowledge graph with typed nodes, provenance, and decay, that surfaces constraints and decisions and manages exactly how much context to inject based on your available token budget.

Kindex is the index for an individual and a codebase: your own graph, and the repository's git-tracked .kin/. Kinbase is the company product above it, in development: engineering direction, architecture, standards, ownership, and history, held by named authorities and composed into every coding session. Same engine, same protocol, physically separate stores.

Docs: kindex.tools is the canonical public site, served by the companion Fly static app. This repo also publishes its docs/ directory at wandercom.github.io/kindex. Human setup lives in docs/human-guide.md; agent operating rules live in docs/mcp-agent-guide.md.

Install

Development preview: Claude function hooks and signet-eval coexistence adds repo-local durable tasks, secret minimization at Kindex-owned boundaries, and separately selectable modern/legacy adapters. The default remains compatible legacy hooks. The modern adapter is a Claude Code mod: it installs on Claude Code 2.1.287 or newer when that host's claude plugin validate accepts it (last verified on 2.1.288). This is not a promise that all Claude logs can be redacted or a published 1.0 release.

Pick whichever installer you already use. They all install the same kin and kin-mcp binaries.

# pip

pip install 'kindex[mcp]'

uv (single binary, no virtualenv)

uv tool install 'kindex[mcp]'

uvx (no install — runs from cache, useful for one-off MCP invocation)

uvx --from 'kindex[mcp]' kin-mcp --help

from source

git clone https://github.com/wandercom/kindex && cd kindex && make install

Upgrading to v0.36.0

[!WARNING]

Before upgrading, stop every Kindex daemon, MCP server, and older CLI

process. A v0.35.x process does not reject schema v12 and can write

non-canonical session paths after migration.

Dream is Kindex's background knowledge-consolidation pass: it finds related nodes, safely merges strong duplicates, and stages weaker links for review. The first v0.36.0 process to open an older graph creates a transaction-safe pre-migration snapshot under $XDG_STATE_HOME/kindex/snapshots/ - /migrations/ (defaulting below ~/.local/state/kindex/snapshots/) before atomically migrating schema v11 to v12. The owner-private snapshot passes SQLite integrity and source-version checks, and a partial file is deleted if creation or validation fails. Concurrent v0.36+ processes serialize this step through a dedicated rollback-journal SQLite lock and recheck the schema after waiting. Migration recovery points are retained outside the rotating ten-file automated-merge snapshot pool. Older duplicate active session tags become paused history, one active tag per normalized project and name is enforced, and Dream suggestions carry an explicit title-or-node-ID identity contract and title ambiguity is refused. No node or edge rows are deleted; legacy domain-co-membership edges remain available as stored history but no longer participate in semantic traversal or health metrics. kin status exposes the durably recorded recovery path; normal stores also record it in kin changelog.

Rolling back the schema migration

Do not open the migrated database with v0.35.x: that version has no forward-schema guard and can write old, non-canonical session identity. Instead:

  1. While v0.36 is still installed, run kin status and record the Recovery path. It names the latest validated migration attempt; older attempts remain in the same migrations/ directory.
  2. Stop every Kindex process again.
  3. Move the live database's -wal and -shm sidecars aside.
  4. Copy the recorded snapshot over the live database.
  5. Only then install or run v0.35.x and verify the graph.

This differs from recovering a bad automated merge, which does not change package versions. Graph-health consumers must also recalibrate: existing node/edge/orphan/component outputs now describe the semantic graph, while explicit stored counts expose retained lifecycle and legacy rows. Machine-readable stats identify this contract as metrics_schema: 2.

Then initialize the graph:

kin init

Extras — combine in one install ('kindex[mcp,llm,reminders]') or use 'kindex[all]':

ExtraAdds
mcpkin-mcp MCP server (for Claude Code, Codex, Gemini, Antigravity, OpenCode, Cursor, etc.)
llmAnthropic-powered extraction (kin learn, kin ask)
vectorssqlite-vec for semantic similarity search
remindersNatural-language time parsing for kin remind
allEverything above

Homebrew and apt packages aren't published yet. Use pip, uv tool, uvx, or source until they are.

Install as Agent MCP Plugin

Each agent reads MCP servers from a different config file. The kin setup-*-mcp commands write the right shape into the right path; the manual snippet is shown alongside in case you'd rather edit the file yourself.

Claude Code

As a plugin (MCP server, skills, and session hooks in one install):

claude plugin marketplace add wandercom/kindex

claude plugin install kindex@kindex

or, inside a session, /plugin install kindex --marketplace wandercom/kindex.

What the plugin runs:

  • MCP server (scripts/claude-plugin/kin-mcp): your installed kin-mcp when one is on PATH, so the server and the kin CLI share one version and one database. Otherwise it runs the matching PyPI release with uvx --from 'kindex[mcp]== ' kin-mcp, which downloads kindex and its dependencies from PyPI once and caches them. That needs uv; without uv or kindex it exits with an install hint.
  • Hooks (hooks/hooks.json, through scripts/claude-plugin/kin): session start, prompt submit, pre-tool-use, pre-compact and stop call your installed kin to prime context, check prompts against the graph and capture the session. Without an installed kin they do nothing. They source ~/.profile first so a kin installed by pipx, uv or Homebrew is found.
  • Skills: kindex-prime, kindex-capture, kindex-learn.

Everything stays on your machine: the graph is a local SQLite database (~/.kindex/ and per-repo .kin/). Nothing is sent anywhere unless you configure an LLM or embedding provider (see Privacy).

Or as a bare MCP server:

claude mcp add --scope user --transport stdio kindex -- kin-mcp

kin init

Or add .mcp.json to any repo to register the server for that project:

{ "mcpServers": { "kindex": { "command": "kin-mcp" } } }

Registration scope does not restrict graph access. For an agent that should use only one repository's memory, run kindex-lite --repo /absolute/path/to/repo instead. It binds the MCP server to that repository's .kin graph and Kinbase reads, without global-graph fallback. Kinbase submission and write-capable status require the launcher's --allow-kinbase-submit; --no-kinbase omits Kinbase entirely. See repository-bound MCP for configuration and the isolation boundary.

The MCP server exposes 50+ native tools to supported clients: search, add, context, show, ask, learn, link, edit, supersede, list_nodes, status, suggest, candidate_*, verify, invalidate, stale_check, graph_stats, graph_merge, dream, changelog, ingest, tag_start, tag_update, tag_resume, query_context, task_claim, coord_*, lock_acquire, lock_release, remind_*, mode_*, and more.

For explicitly scoped read-only query preparation and optional additive retained evidence, see query context. The supported pilot paths are kin context-query and full MCP query_context.

Offline recall cues are an experimental, disabled-by-default lexical sidecar. Explicitly prepare a bounded batch with kin recall-cues build --limit 100 (repeat --node ID to select sources), and inspect counts with kin recall-cues status; both accept the shared --config, --data-dir, --profile and --json flags after the subcommand. MCP exposes the same operations as recall_cues_build(node_ids=None, limit=100) and recall_cues_status().

Enable supplemental retrieval in your selected configuration:

recall_cues:

enabled: true candidate_limit: 20 # 1..100 additional source candidates rank_weight: 0.10 # relative ranking weight; not factual confidence

Builds make no provider calls and change only derived metadata. Each source gets at most three aliases or framed exact source spans; source alias origin does not assert human authorship. The index uses only the supporting source wording, while answers and context receive only original source nodes. This extractive arm cannot invent missing synonyms or demonstrate personalized memory benefits. It has an additional candidate/index budget, so compare it with ordinary retrieval explicitly. Source changes invalidate cues immediately; run an explicit bounded rebuild to refresh them. Roll back retrieval by setting enabled: false; stored sidecars remain available for later rebuilding. There is no automatic maintenance, generation service, or background scheduling.

For coding agents, install both the MCP server and the instruction file. The instruction file tells the model how to use kindex: start a session tag, read tracked .kin/config, check project policy, search before adding, capture durable decisions, and end the tag with a summary.

Codex
kin setup-codex-mcp

kin setup-codex-hooks kin setup-agents-md --install --global kin ingest codex-sessions # optional: backfill saved Codex sessions

setup-codex-hooks installs a SessionStart hook (alongside the prompt/tool attention hooks), so Codex begins each session with the same auto-primed context and "use kindex" / .kin directive as Claude Code. Codex runs new or changed hooks only after you trust them, at its startup review prompt or in /hooks; until then it does not run them, SessionStart included.

Or hand-edit ~/.codex/config.toml:

[mcp_servers.kindex]

command = "kin-mcp"

Gemini CLI

`ba

只显示了开头部分;其余内容请在仓库中阅读