SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

SymDex

husnainpk/SymDex

Repo-local codebase oracle for AI coding agents. Exact symbol search, semantic search, routes, and call graphs across 16 languages, from Python and Go to Dart and Swift.

打开仓库Open repository

怎么装：Install: pip install symdex

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+0.0%+0.0%

208 → 208 stars · 2 个快照208 → 208 stars · 2 snapshots

状态STATUS

长期未更新Not updated

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

PIP

$

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.

$

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

限制与风险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

未知Unknown

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 未在文档中发现Not found in the docs
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要 API KeyNeeds an API key

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/husnainpk/SymDex
原始数据哈希Raw data hash: 5dd8bfc61350427710c37df0e399b9db
解析时间Parsed at: 2026-10-03T23:19:24.229Z
最后一次验证Last verified: 2026-10-04T08:53:33.891Z
增长测量时间Growth measured: 2026-10-03T23:24:59.911Z
发现查询Discovery queries: focus:token:code:save-tokens
分类来源Category source: rules
焦点Focus: token (4)

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "codex",
      "evidence": "readme: …o=openai)](https://github.com/openai/codex) [![Gemini](https://img.shiel…"
    },
    {
      "agent": "cursor",
      "evidence": "readme: …to MCP settings | | Cursor | `.cursor/mcp.json` | | Windsurf | Add to MCP se…"
    },
    {
      "agent": "windsurf",
      "evidence": "readme: …thub.com/features/copilot) [![Windsurf](https://img.shields.io/badge…"
    },
    {
      "agent": "cline",
      "evidence": "readme: …tinue.dev | `config.json` | | Cline | Add to MCP settings | | Kil…"
    },
    {
      "agent": "gemini-cli",
      "evidence": "readme: …ps://github.com/google-gemini/gemini-cli) [![Copilot](https://img.shie…"
    },
    {
      "agent": "vscode",
      "evidence": "readme: …ttings | | GitHub Copilot | `.vscode/mcp.json` | | Roo | Add to MC…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …Zed | Add to MCP settings | | OpenCode | `opencode.json` | | Any MCP…"
    },
    {
      "agent": "copilot",
      "evidence": "readme: …urf | Add to MCP settings | | GitHub Copilot | `.vscode/mcp.json` | | Roo…"
    }
  ],
  "apiKey": "SYMDEX_EMBED_BACKEND=voyage \\ VOYAGE_API_KEY=... \\ SYMDEX_VOYAGE_MODEL=voyage-code-3",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 0,
      "dev-tools": 1,
      "indie-web": 0,
      "skill-agent": 1,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": null,
  "skillMdTotal": 1,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 1,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "1 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "python dependency on mcp / fastmcp + MCP framing",
      "weight": 0.8
    },
    {
      "signal": "skills/ directory with 1 markdown files",
      "weight": 0.75
    },
    {
      "signal": "README describes a Claude / Agent Skill",
      "weight": 0.7
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "skills/symdex-code-search/SKILL.md"
  ],
  "skillMdFetched": 1
}