io.github.brunosrz/vectora
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.
{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent"
],
"env": {
"GOOGLE_API_KEY": "<your-google_api_key>",
"COHERE_API_KEY": "<your-cohere_api_key>",
"TAVILY_API_KEY": "<your-tavily_api_key>",
"OPENAI_API_KEY": "<your-openai_api_key>",
"ANTHROPIC_API_KEY": "<your-anthropic_api_key>",
"LANGSMITH_API_KEY": "<your-langsmith_api_key>"
}
}
}
}GOOGLE_API_KEYGoogle Gemini API key (recommended free-tier LLM provider)
COHERE_API_KEYCohere API key — required for RAG embeddings and reranking
TAVILY_API_KEYTavily API key — required for web search and URL extraction
OPENAI_API_KEYOpenAI API key (optional — alternative LLM provider)
ANTHROPIC_API_KEYAnthropic API key (optional — alternative LLM provider)
LANGSMITH_API_KEYLangSmith API key (optional — tracing and observability)
Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.
Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.
Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.