Vectora runs on your own machine — the client starts it, so there is no endpoint to ping. 37 installs a week from pypi.
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
The linked repository no longer exists on GitHub — it was deleted or made private.
Quiet is not dead — but it is worth knowing when it wakes up, or when someone else takes it over. We watch the repository and tell you either way.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add vectora -- uvx vectora-agent
{
"mcpServers": {
"vectora": {
"args": [
"vectora-agent"
],
"command": "uvx"
}
}
}
[mcp_servers.vectora]
command = "uvx"
args = ["vectora-agent"]
{
"mcpServers": {
"vectora": {
"args": [
"vectora-agent"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"vectora": {
"args": [
"vectora-agent"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
GOOGLE_API_KEY (Google Gemini API key (recommended free-tier LLM provider)), COHERE_API_KEY (Cohere API key — required for RAG embeddings and reranking), TAVILY_API_KEY (Tavily API key — required for web search and URL extraction), OPENAI_API_KEY (OpenAI API key (optional — alternative LLM provider)), ANTHROPIC_API_KEY (Anthropic API key (optional — alternative LLM provider)), LANGSMITH_API_KEY (LangSmith API key (optional — tracing and observability)).
The author declared them in the registry entry; get the values from the project itself.
Scrape, crawl and search the web for AI agents via MCP.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
The best web search for your AI Agent
Open-source MCP server for AI agents: web search, content extraction, and library docs.
Answers built from our own checks of this server.