{"servers":[{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.brunosrz/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"},"version":"0.1.0rc3","packages":[{"registryType":"pypi","identifier":"vectora-agent","version":"0.1.0rc3","transport":{"type":"stdio"},"environmentVariables":[{"description":"Google Gemini API key (recommended free-tier LLM provider)","format":"string","isSecret":true,"name":"GOOGLE_API_KEY"},{"description":"Cohere API key — required for RAG embeddings and reranking","isRequired":true,"format":"string","isSecret":true,"name":"COHERE_API_KEY"},{"description":"Tavily API key — required for web search and URL extraction","isRequired":true,"format":"string","isSecret":true,"name":"TAVILY_API_KEY"},{"description":"OpenAI API key (optional — alternative LLM provider)","format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Anthropic API key (optional — alternative LLM provider)","format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"LangSmith API key (optional — tracing and observability)","format":"string","isSecret":true,"name":"LANGSMITH_API_KEY"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-05-22T02:06:01.970697Z","publishedAt":"2026-05-22T02:06:01.970697Z","updatedAt":"2026-05-22T02:06:01.970697Z","isLatest":true}}}],"metadata":{"count":1}}