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20 Best PostgreSQL MCP Servers: compared and ranked, October 2026Ranked from 1,444 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    B
    maintenance
    Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to securely connect to and manage remote servers via SSH, with tools for running commands, file operations, log inspection, service management, and system monitoring under configurable access controls and audit logging.
    12
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Claude Code MCP server and skill that enables delegation of prompts to agy (Antigravity/Gemini) CLI for model queries, conversation management, authentication, and image generation.
    4
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides blocking await tools to poll commands, URLs, or files until a condition is met, eliminating the need for sleep loops in agent workflows.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that lets AI assistants inspect and control Asterisk and FreeSWITCH PBX systems, enabling natural language queries about live switch status, channels, registrations, and call control.
    10
    78 npm
    18
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to perform live debugging, dump analysis, and remote debugging by exposing Microsoft CDB capabilities through MCP. It manages cdb.exe sessions, forwards commands, and returns raw debugger output.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides structured debugging capabilities through LLDB, enabling AI assistants to set breakpoints, inspect variables, analyze crashes, disassemble code, and evaluate expressions in C/C++ programs.
    17
    3
    Apache 2.0
  • F
    license
    A
    quality
    C
    maintenance
    Enables agents to inspect ROS topics, processes, tmux sessions, and logs, and to perform operational actions such as sending tmux commands, restarting services, executing commands in containers, and running SSH remote commands.
    11
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables running SPICE netlists with ngspice in batch mode and returning .meas results as JSON.
    2
    10 npm
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.
    7
    30 npm
    1
    Apache 2.0