Token efficiency

Measured catalogue entries associated with Token efficiency.

118 measured catalogue entriesSnapshot measured Oct 21, 2026Sort: Momentum

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Measured resources

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  1. MCP Surface Lint

    MCP serverUnknown

    Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  2. ModelCostComparison

    MCP serverUnknown

    Find AI model pricing, estimate token costs and compare offers. No API key required.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  3. io.github.Ainode-tech/cache-proxy

    MCP serverUnknown

    LLM caching proxy (x402 USDC on Base) - exact + semantic cache. Free health.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  4. io.github.alphaonedev/ai-memory

    MCP serverUnknown

    Persistent memory for any AI — zero token cost until recall

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  5. turntax

    MCP serverUnknown

    Per-turn token cost of AGENTS.md, CLAUDE.md and other agent instruction files, with safe fixes.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  6. ToolGrade

    MCP serverUnknown

    Grade MCP tool definitions for agent-readiness: score, A-F grade, fixes, est. token cost.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  7. Toolbox

    MCP serverUnknown

    Small tools for agent builders: AI-writing tells, tools/list token cost, CLAUDE.md lint, and more.

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable

  8. GenPark LLM Token Cost Budget Tracker

    MCP serverUnknown

    Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl

    Source
    MCP registry
    Last activity
    No activity date supplied

    No public metric available

    MomentumUnavailable