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  • A
    license
    A
    quality
    A
    maintenance
    Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.
    39
    486 PyPI
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables local UART and serial-port debugging through MCP, providing persistent capture, log search, regex/event monitoring, HEX send/query, protocol parsing, and shell-like command sequences.
    15
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to turn natural-language hardware prompts into deterministic schematics and netlists, query live LCSC parts data, validate designs, calculate trace impedance, and estimate PCBA BOM costs through stdio MCP tools and resources.
    52
    2,176 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to query a verified, sourced knowledge base about NVIDIA Jetson devices via the Model Context Protocol, with every claim cited and knowledge gaps explicitly stated.
    18 PyPI
    1
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for EMBA firmware analysis that exposes structured security findings and tools to LLMs. It enables users to programmatically query, reason over, and correlate firmware analysis results such as kernel details, SBOMs, and attack paths.
    6
    -