This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
Public, no-auth MCP server for brand-neutral carbide grade cross-referencing in machining. Ask an AI agent what is comparable to Sandvik GC4325 and get catalog-verified comparable grades across manufacturers, with provenance.
Hosted endpoint, Streamable HTTP, JSON-RPC 2.0:
https://cuttingtoolsai-mcp.memmizgezgin.workers.dev
Arguments: grade, required, e.g. GC4325 or KC5010; brand, optional, to disambiguate the grade.
Returns comparable grades that share the same ISO application position in manufacturer-published comparison charts. Comparability is a verified starting point, not an interchangeability claim: chipbreaker geometry, coating and edge preparation differ between brands. The server never invents a grade; unknown codes return an empty result.
Related MCP server: Steel Brain
The hosted endpoint above needs no setup. To run your own instance:
node server.js # Node >= 20, no dependencies, Streamable HTTP on :8080For MCP clients that spawn a local process and speak stdio instead of HTTP:
node stdio.js # newline-delimited JSON-RPC 2.0 over stdin/stdoutor with Docker:
docker build -t cuttingtoolsai-mcp .
docker run -p 8080:8080 cuttingtoolsai-mcpThe server speaks MCP Streamable HTTP (JSON-RPC 2.0 over POST) on /mcp and /. src/index.js is the same handler deployed as the Cloudflare Worker; server.js and stdio.js are thin adapters around it, for HTTP and stdio respectively.
A thin Cloudflare Worker speaking MCP Streamable HTTP, passing through to the public REST endpoint https://cuttingtoolsai.eu/api/xref. The data layer is a curated cross-reference table extracted from manufacturer catalogs with multi-source verification tiers.
CuttingToolsAI, https://cuttingtoolsai.eu/?utm_source=mcp - brand-neutral cutting tool intelligence. We sell no tools and take no commission from any manufacturer. Free tools on the site: the AI advisor, the insert designation decoder for ISO 1832 and ANSI codes, the tap drill chart and the cross-reference index.
License: MIT
This server cannot be deployed
Cross-brand carbide grade equivalents from verified manufacturer charts; never invents a grade.
Brand-neutral cutting tool reference: grade cross-reference, materials, turning starting values.
Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents.
Research, inference, data/web/email tools, and x402 conformance, service catalog and grade feeds.