NaN Mesh — AI Product Catalog MCP Server

What is NaN Mesh — AI Product Catalog?

NaN Mesh is an AI-native product catalog for Claude agents that enables search, recommendation, and evaluation of verified B2B software products with trust signals no other source provides.

How to use NaN Mesh — AI Product Catalog?

Install via npx nanmesh-mcp or add to Claude Desktop configuration with the NANMESH_API_URL environment variable set to https://api.nanmesh.ai. Once connected, agents can call any of the eight available tools to search, recommend, list, and evaluate products.

Key features of NaN Mesh — AI Product Catalog?

• Owner-maintained product listings kept current by product builders
• Confidence scores (0–1) to indicate result trustworthiness
• Verification badges for website, pricing, and company
• Exclusion signals (not_recommended_for) to avoid misrecommendations
• Delta sync (nanmesh_get_changed_since) for caching agents
• Deep evaluation reports via nanmesh_get_discovery_report

Use cases of NaN Mesh — AI Product Catalog?

• An agent recommends a SaaS tool with a confidence score and reasoning
• A user asks for a full product profile including verification status
• An agent searches across categories for specific B2B software needs
• A system maintains a local cache of the catalog via delta