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660,531 tools. Updated 2026-10-15 20:51

"Ray" matching MCP tools:

  • Generate high-quality rendered images of molecular structures using ray-tracing. Specify width and height for custom image dimensions.
    MIT
  • Initialize a ray number field for computing ray class groups. Provide a base number field and a modulus to define the ray class group.
    MIT
  • Determines if a specific Ray Serve replica can be restarted. If not, provides guidance to scale the deployment down/up or redeploy instead.
    MIT
  • Check whether a specific Ray Serve replica can be drained. Since REST API lacks per-replica drain, reports unavailability and directs you to scale down the deployment instead.
    MIT

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  • Send email, push, Slack, Discord, Telegram and webhook notifications and manage templates with Ray.

  • X-RAYOAuth

    Web3 intelligence: actors, chains, sectors, narratives, hiring, funding, events and daily metrics.

  • Retrieve the complete top-level structure of the DeFi UX corpus, including rubric areas, pattern slugs, and glossary entries. Use this to discover available categories before making specific queries.
    MIT
  • Retrieve the eight scored areas of the Ray Group DeFi UX rubric, optionally filtering by a single area slug, to ground UX assessments in a published framework.
    MIT
  • List submitted Ray jobs with status, entrypoint, and start time. Adjust the limit to retrieve more results when the output is truncated.
    MIT
  • Remove all deployments of a Ray Serve application to free GPU resources. Preview with dry_run to avoid irreversible removal.
    MIT
  • Directs you to update a deployment's request-routing policy in its source code and redeploy, because the policy cannot be changed through the API.
    MIT
  • Searches the DeFi UX corpus for topics like slippage or loss aversion, returning top matching entries by relevance. Use when you have a specific question but don't know the exact slug.
    MIT
  • Stop a submitted or running Ray job on a GPU inference cluster by providing its job ID, freeing resources and enabling cluster management.
    MIT
  • Retrieve live Solana DEX spot prices and swap estimates for supported pairs on Raydium and Orca, with real-time slot and token decimals.
    Apache 2.0
  • Extract and decode blockchain contract states by specifying contract address, method, and expected output types. Ensures accurate data retrieval for nested structures and tuples.
    MIT