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"Optimizing AI Model Thinking, Token Usage, and Context Size" matching MCP servers:

  • Usage And Billing MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.
    Last updated
    18
    MIT
  • Model Context Shell by StacklokLabs

    Model Context Shellofficial

    StacklokLabs
    A
    license
    -
    quality
    B
    maintenance
    Enables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.
    Last updated
    21
    Apache 2.0

  • token-saver

    flightlesstux
    A
    license
    A
    quality
    D
    maintenance
    MCP plugin that alerts you when AI token usage is wasteful. Fires warnings, errors, and alerts on large outputs, verbose logs, and repetitive history, auto-suppressing noise to keep your context lean.
    Last updated
    6
    12
    4
    MIT

  • token-meter

    whdrnr2583-cmd
    A
    license
    A
    quality
    A
    maintenance
    Local-first dashboard + MCP server that parses Claude Code and Codex JSONL files into a SQLite cost / token tracker. Per-MCP and per-tool breakdown, session drill-down, dedup by request_id; never talks to vendor APIs
    Last updated
    5
    735
    MIT

  • copilot-usage-mcp

    tatsuyamiyazaki
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that retrieves GitHub Copilot usage metrics and seat assignment data across Enterprise, Organization, and Team levels. It allows users to monitor code completions, chat activity, and active user counts through integrated tools.
    Last updated
    5
    6
    MIT

  • token-savior

    Mibayy
    A
    license
    B
    quality
    A
    maintenance
    An MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.
    Last updated
    4
    68
    1,006
    MIT

  • token-scout

    jackccrawford
    A
    license
    -
    quality
    C
    maintenance
    Discovers LLM models in real time from cloud providers and local Ollama instances, returning compatibility profiles and live pricing so AI agents can route tasks to the cheapest viable model without breaking tool calls or context clipping.
    Last updated
    9
    MIT

  • token-rugcheck

    AetherCore-Dev
    A
    license
    -
    quality
    F
    maintenance
    MCP server for real-time Solana token risk analysis. Cross-references RugCheck.xyz, DexScreener, and GoPlus Security to generate three-layer reports: machine verdict → LLM analysis → raw on-chain evidence. Live on Solana mainnet with USDC micropayments ($0.02/audit). Give any AI agent the ability to check if a token is safe before trading.
    Last updated
    1
    MIT