vectora — MCP Server 安装配置（官方 MCP Registry）

{
  "id": "io.github.brunosrz/vectora",
  "type": "mcp-server",
  "version": "0.1.0rc3",
  "displayName": "vectora",
  "description": "AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.",
  "repository": {
    "url": "https://github.com/brunosrz/vectora",
    "source": "github"
  },
  "distribution": {
    "packages": [
      {
        "registryType": "pypi",
        "identifier": "vectora-agent",
        "version": "0.1.0rc3",
        "transport": "stdio",
        "environmentVariables": [
          {
            "name": "GOOGLE_API_KEY",
            "description": "Google Gemini API key (recommended free-tier LLM provider)",
            "isSecret": true
          },
          {
            "name": "COHERE_API_KEY",
            "description": "Cohere API key — required for RAG embeddings and reranking",
            "isRequired": true,
            "isSecret": true
          },
          {
            "name": "TAVILY_API_KEY",
            "description": "Tavily API key — required for web search and URL extraction",
            "isRequired": true,
            "isSecret": true
          },
          {
            "name": "OPENAI_API_KEY",
            "description": "OpenAI API key (optional — alternative LLM provider)",
            "isSecret": true
          },
          {
            "name": "ANTHROPIC_API_KEY",
            "description": "Anthropic API key (optional — alternative LLM provider)",
            "isSecret": true
          },
          {
            "name": "LANGSMITH_API_KEY",
            "description": "LangSmith API key (optional — tracing and observability)",
            "isSecret": true
          }
        ]
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "vscode"
  ],
  "keywords": [],
  "provenance": {
    "origin": "official-mcp-registry",
    "originalId": "io.github.brunosrz/vectora",
    "originalUrl": "https://registry.modelcontextprotocol.io/v0.1/servers/io.github.brunosrz%2Fvectora/versions/latest",
    "isOfficial": true,
    "status": "active"
  }
}