SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER
VectifyAI/PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
怎么装：Install: pip install -U pageindex
02 / 现在的位置02 / Why now
首次发现FIRST SEEN
03 OCT 202603 OCT 2026
增长GROWTH
+0.2%+0.2%
39k → 39k stars · 2 个快照39k → 39k stars · 2 snapshots
状态STATUS
持续活跃Active
03 / 它能帮你做什么03 / What it helps you do
04 / 安装04 / Install
$ Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.
两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.
05 / 限制与风险05 / Limits and risk
风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.
限制LIMITS
需检查Needs review
静态扫描STATIC SCAN
01读取 API KeyReads an API keyreadme
os.environ["OPENAI_API_KEY"] = "your-openai-key"
这里只做静态扫描：读 README、SKILL.md 和依赖清单，不执行代码。没有命中不代表安全。This is static scanning only: we read the README, SKILL.md and dependency list, and never execute code. No findings does not mean safe.
{
"agents": [
{
"agent": "claude-code",
"evidence": "tree: .claude/"
}
],
"apiKey": "PageIndexClient os.environ[\"OPENAI_API_KEY\"] = \"your-openai-key\" client = PageInd",
"docker": null,
"taxonomy": {
"scores": {
"design": 0,
"ai-tools": 7,
"dev-tools": 0,
"indie-web": 0,
"skill-agent": 3,
"productivity": 3
},
"primary": "skill-agent",
"secondary": "mcp-server"
},
"localRuntime": null,
"skillMdTotal": 0,
"skillMdErrors": [],
"treeTruncated": false,
"categoryScores": {
"data": 7,
"agent": 3,
"media": 0,
"design": 0,
"browser": 0,
"devtool": 0,
"security": 0,
"marketing": 0,
"productivity": 0
},
"classification": [
{
"signal": "python dependency on mcp / fastmcp + MCP framing",
"weight": 0.8
}
],
"scannedSources": [
"readme"
],
"skillMdFetched": 0
}