AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
Connect Runs on your machine
claude mcp add vectora -e GOOGLE_API_KEY=<GOOGLE_API_KEY> -e COHERE_API_KEY=<COHERE_API_KEY> -e TAVILY_API_KEY=<TAVILY_API_KEY> -e OPENAI_API_KEY=<OPENAI_API_KEY> -e ANTHROPIC_API_KEY=<ANTHROPIC_API_KEY> -e LANGSMITH_API_KEY=<LANGSMITH_API_KEY> -- uvx vectora-agent==0.1.0rc3{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"COHERE_API_KEY": "<COHERE_API_KEY>",
"TAVILY_API_KEY": "<TAVILY_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"LANGSMITH_API_KEY": "<LANGSMITH_API_KEY>"
}
}
}
}{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"COHERE_API_KEY": "<COHERE_API_KEY>",
"TAVILY_API_KEY": "<TAVILY_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"LANGSMITH_API_KEY": "<LANGSMITH_API_KEY>"
}
}
}
}{
"servers": {
"vectora": {
"type": "stdio",
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"COHERE_API_KEY": "<COHERE_API_KEY>",
"TAVILY_API_KEY": "<TAVILY_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"LANGSMITH_API_KEY": "<LANGSMITH_API_KEY>"
}
}
}
}Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
GOOGLE_API_KEYOptional, secret | Google Gemini API key (recommended free-tier LLM provider) |
COHERE_API_KEYRequired, secret | Cohere API key — required for RAG embeddings and reranking |
TAVILY_API_KEYRequired, secret | Tavily API key — required for web search and URL extraction |
OPENAI_API_KEYOptional, secret | OpenAI API key (optional — alternative LLM provider) |
ANTHROPIC_API_KEYOptional, secret | Anthropic API key (optional — alternative LLM provider) |
LANGSMITH_API_KEYOptional, secret | LangSmith API key (optional — tracing and observability) |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 22 May 2026 |
| Last updated | 22 May 2026 |
| Registry name | io.github.brunosrz/vectora |
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