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Agent Tool Intelligence scores 40K MCP servers, reveals adoption gap

Agent Tool Intelligence has developed an open-source platform to score nearly 40,000 MCP servers based on quality, community adoption, and trust. Their new additive scoring model revealed that 54% of tools have good quality but lack community visibility, highlighting a significant gap in agent tool discoverability. The platform provides a clear path for developers to improve their tool's ranking, offering a public-facing grading system and embeddable badges. AI

IMPACT Provides developers with a framework to improve agent tool discoverability and adoption.

RANK_REASON This is a product launch for a developer tool that scores other tools, not a core AI model release or significant industry event.

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COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · Agent Tool Intelligence ·

    We Scored 39,752 MCP Servers — Here's What We Found

    <h1> We Scored 39,752 MCP Servers — Here's What We Found </h1> <p>We built an open-source platform that scores MCP servers across three independent dimensions. After scoring nearly 40K tools, the data revealed some uncomfortable truths — and one big problem with how we were measu…