{
  "added_at": "2026-10-16",
  "additional_evidence_urls": [
    "https://github.com/spectral-mcp/spectral/blob/4c0367a1e88849acfe80f3d49ba0cfc649d405c5/pyproject.toml",
    "https://github.com/spectral-mcp/spectral/releases/tag/v0.11.0"
  ],
  "category": "web-analysis",
  "description_en": "Analyze captured application HTTP traffic with an LLM to generate MCP tools, OpenAPI 3.1 specifications, or GraphQL schemas. Generated tools call the observed API directly after capture and authentication setup.",
  "description_zh": "用 LLM 分析捕获的应用 HTTP 流量，生成 MCP 工具、OpenAPI 3.1 规范或 GraphQL 模式；完成抓包与认证配置后，生成的工具可直接调用已观察到的 API。",
  "entry_url": "https://awesomerea.org/resources/spectral-mcp/",
  "entry_url_zh": "https://awesomerea.org/zh/resources/spectral-mcp/",
  "evidence_url": "https://github.com/spectral-mcp/spectral/blob/4c0367a1e88849acfe80f3d49ba0cfc649d405c5/README.md",
  "group": "agents",
  "id": "spectral-mcp",
  "json_url": "https://awesomerea.org/resources/spectral-mcp/record.json",
  "kind": "integration",
  "markdown_url": "https://awesomerea.org/resources/spectral-mcp/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/resources/spectral-mcp/index.md",
  "name": "Spectral",
  "name_zh": "Spectral",
  "record_type": "resource",
  "relationship": "independent-agent-integration",
  "requirements": [
    "Python >=3.11; capture through the Chrome extension or MITM proxy, and configure a supported LLM provider or local Ollama endpoint.",
    "The reviewed v0.11.0 workflow depends on captured traffic and valid application authentication. Analysis and automatic repair use the configured LLM."
  ],
  "requirements_zh": [
    "需要 Python >=3.11，通过 Chrome 扩展或中间人代理抓取流量，并配置支持的 LLM 提供商或本地 Ollama 端点。",
    "已审阅的 v0.11.0 工作流依赖实际捕获的流量和有效的应用认证。分析与自动修复会调用配置的 LLM。"
  ],
  "targets": [
    "app",
    "protocol",
    "website"
  ],
  "url": "https://github.com/spectral-mcp/spectral",
  "verification": "source-reviewed",
  "verified_at": "2026-10-16"
}