Ross — Recommend OSS

ROSS stands for Recommend OSS: structured intelligence over open-source software for AI agents. Every page shows where each fact came from and how each score is computed.

Ask Ross from your agent (MCP)

Endpoint: https://ross.abutalabs.com/mcp — free, no key required.

Claude Code

claude mcp add --transport http ross https://ross.abutalabs.com/mcp

Cursor / VS Code / Codex (remote MCP JSON)

{"mcpServers": {"ross": {"url": "https://ross.abutalabs.com/mcp"}}}

Tools: recommend, product_card, compare, find_alternatives. Every product page is also available as .md and .json; see llms.txt.

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