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"Token savings strategies for code intelligence tools" matching MCP servers:

  • token-ninja

    oanhduong
    A
    license
    -
    quality
    C
    maintenance
    Enables AI coding assistants to execute shell commands locally, intercepting deterministic commands like git status and npm test before they reach the LLM, saving tokens and reducing latency.
    10
    38
    MIT

  • token-filter-mcp

    VMexicano
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that intelligently filters and compresses tool outputs to reduce context window usage, saving up to 90% of tokens by removing noise such as passing tests and redundant information.
    5
    17
    MIT

  • Claude Code MCP

    jawkjiang
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to interact programmatically with Claude Code CLI, managing sessions, streaming outputs, and handling permission requests.
    7
    13
    1
    MIT

  • claude-database-tools

    Cyronius
    A
    license
    A
    quality
    D
    maintenance
    A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.
    12
    5
    MIT

  • Code Sandbox MCP

    tobiasGuta
    A
    license
    A
    quality
    B
    maintenance
    Creates short-lived, offline JavaScript sandbox containers for safe code execution via MCP, with no network access and strict resource limits.
    7
    MIT

  • MCP Tools

    Cloud-Temple
    A
    license
    -
    quality
    B
    maintenance
    A passive MCP server that exposes a toolbox of executable tools (shell, network, HTTP, AI search, SSH, S3 file operations) to autonomous agents via Streamable HTTP, with strong security features including Docker sandboxing and WAF.
    2
    Apache 2.0

  • claude-for-hermes

    7D-codes
    A
    license
    -
    quality
    B
    maintenance
    A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.
    2
    MIT

  • Coding Tools MCP

    shelizi
    A
    license
    -
    quality
    B
    maintenance
    A Rust + Tauri 2 desktop application that turns local project folders into persistent MCP workspaces, enabling AI agents to read files, modify code, run commands and tests, check Git status, and maintain cross-conversation development context through historical checkpoints, with built-in WSS/FRP/Cloudflare tunnels and OAuth for connecting to ChatGPT.
    Apache 2.0

  • gef-mcp-for-ctf

    guaidao2
    F
    license
    -
    quality
    D
    maintenance
    GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.
    9

  • Lightning Tools MCP Server

    getAlby
    A
    license
    B
    quality
    F
    maintenance
    Enables interaction with lightning addresses and common lightning tools via your LLM, providing Lightning Network functionality through natural language.
    3
    13
    1
    MIT