Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.

🛠️ Key Features

Name: ai.voris.mcp/server
Description: privacy-native web analytics for AI agents; query metrics and citations; scaffold tracking
Focus on metrics, citations, and scaffolding data for AI agents
Lightweight server design suitable for integration with developer tooling

🚀 Use Cases

Monitor AI agent web activity with privacy-conscious analytics
Track citation and reference metrics for AI-generated content
Scaffold and track AI agent workflows within web environments

⚡ Developer Benefits

Clear, descriptive server name and purpose for cataloging
Aligns with repository-style documentation and SEO-friendly content
Grounded in actual data fields: name, description, and purpose

⚠️ Limitations

Source data is concise; may limit depth of features
No implementation details or endpoints described in the material

@voris-ai/mcp

voris-mcp — a thin stdio ⇄ HTTPS proxy that connects a local MCP client (Claude Desktop, an editor agent, a CLI) to the hosted Voris MCP server at https://mcp.voris.ai/mcp.

It forwards JSON-RPC messages verbatim between the client's stdio channel and the hosted endpoint over Streamable HTTP. It contains no tool logic and no database access — all enforcement (authentication, scopes, rate limits, audit) lives in the hosted server. One connection is scoped to exactly one site, by your key.

Usage

Your MCP client launches voris-mcp as a subprocess and speaks MCP over its stdin/stdout. Provide your key via the environment:

code

VORIS_API_KEY=vor_mcp_… voris-mcp

Example Claude Desktop configuration:

json

{
  "mcpServers": {
    "voris": {
      "command": "voris-mcp",
      "env": { "VORIS_API_KEY": "vor_mcp_…" }
    }
  }
}

Options

VORIS_API_KEY (required) — your Voris MCP connection key, generated in Settings → AI Connections. It is sent as Authorization: Bearer … to the hosted endpoint. If it is unset, voris-mcp writes a message to stderr and exits with code 1.
--endpoint <url> — override the hosted endpoint (default https://mcp.voris.ai/mcp). Mainly for local development; also accepts --endpoint=<url>.

All diagnostics are written to stderr; stdout carries only the MCP protocol stream, so it stays clean for the client.

Status

This release does not publish voris-mcp to npm. The package is built and tarball-tested here; public npm distribution ships in the next phase (A042). Until then, generate your key and copy the hosted-connection snippet from the Voris dashboard.

Voris