Google tells you what exists. Faceabot tells you what holds up.
MCP gateway: bounded tool shortlists + artifact-backed result firewall. Deterministic, no model.
Package pypi :contextweaver · website · measurements and detailsSemantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
Package npm :@chiway/contextweaver · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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