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Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain on Opus 4

49% to 74%. That's the accuracy lift Nous Research just shipped with Hermes Agent's Tool Search for MCP—solving the context bloat problem that's been slowing agent deployments.

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AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Nous Research's Hermes Agent launches a production feature (Tool Search via BM25) that directly improves how AI agents discover and use tools in MCP environments. The 49-74% accuracy gain on Opus 4 suggests real architectural progress on a known friction point in agentic workflows.

The key facts

5 to know
  1. Nous Research product: Hermes Agent

  2. Feature: Tool Search for MCP (Model Context Protocol)

  3. Implementation: BM25 progressive schema disclosure

  4. Accuracy improvement: 49% to 74% on Claude Opus 4

  5. Problem solved: MCP context bloat in tool selection

Go to the source

MarkTechPostmarktechpost.com

Publisher excerpt: Nous Research's Hermes Agent adds Tool Search to fix MCP context bloat using BM25 progressive schema disclosure.
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