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uart-mcp

中文 | English


中文

用于 UART 和串口调试的本地 Model Context Protocol (MCP) 服务端。它通过基于换行符分隔的标准输入输出 (stdio) 提供 MCP 服务,适用于运行在能够直接访问串口转接器的本机环境中。

功能特性

  • 持久捕获会话:内置有界的内存环形缓冲区(Ring Buffer)和按天滚动的日志文件。

  • 数据读取与监控:支持读取新增捕获行、等待正则/事件匹配、查看近期输出以及检索历史日志。

  • 端口与交互:支持枚举可用串口,并支持单次 HEX 数据的发送/应答(query)交互。

  • 协议解析:支持根据 YAML 协议描述文件解析捕获的 HEX 数据。

  • Shell 自动化交互:支持向类 Shell 交互的终端设备依次执行一系列串口命令。

  • 跨平台支持:基于 Python 和 pySerial 实现,具备跨平台兼容性。

环境要求

  • Python 3.10 或更高版本。

  • 串口转接器/适配器以及使用该硬件设备所需的操作系统级权限。

  • uv(推荐)或 pip

安装与运行

克隆代码仓库,并在隔离环境中安装运行:

uv sync
uv run uart-mcp

该服务端采用 MCP stdio 协议。MCP 客户端会将其作为子进程启动,并通过 stdin/stdout 交换 JSON-RPC 消息。诊断信息输出至 stderr,确保 stdout 专用于协议传输。

或者,使用 pip 安装并运行命令行:

python -m pip install .
uart-mcp

开发与测试:

uv sync --group dev
uv run pytest

自动化测试使用模拟串口设备(fake serial device),无需连接真实硬件。

MCP 客户端配置

支持 mcpServers 配置的客户端示例(请将路径替换为实际克隆路径):

{
  "mcpServers": {
    "uart-mcp": {
      "command": "uv",
      "args": ["--directory", "/absolute/path/to/uart-mcp", "run", "uart-mcp"],
      "env": {
        "UART_MCP_LOG_DIR": "/absolute/path/to/uart-mcp-data/logs"
      }
    }
  }
}

在 Windows 系统下,请使用绝对路径,例如 C:\\Users\\you\\src\\uart-mcpUART_MCP_LOG_DIR 环境变量为可选配置;默认情况下日志将写入仓库目录下的 logs/ 文件夹。日志中可能包含设备输出、认证凭据等敏感信息,请妥善选择并保护该目录。

工具列表

工具

用途说明

list_ports

列出当前主机可见的所有串口。

serial_open, serial_close, serial_status

管理和查看后台捕获会话。

serial_read, serial_get_recent, serial_wait_for

消费已捕获输出或等待指定的正则匹配/事件。

serial_search, serial_get_log, serial_clear_buffer

检索历史日志、按页浏览单日日志或清空内存缓冲区。

serial_write

向已打开的捕获会话写入文本或 HEX 数据。

serial_send, serial_query

执行单次 HEX 发送或“发-收”交互操作。

protocol_parse

无需打开串口,直接基于 YAML 协议定义解析 HEX 响应数据。

serial_shell

向类 Shell 串口控制台发送一组连续命令。

在使用捕获会话类工具前需先调用 serial_open,使用完毕后调用 serial_close。如果同时打开了多个会话,必须在操作中指定 port 参数。serial_read 工具会推进共享读取游标;如仅需查看而不消费游标,请使用 serial_get_recent。捕获工具接收的数据是以“行”为维度的,因此未以换行符结尾的提示符可能暂时不会出现在捕获队列中。

安全与限制说明

  • serial_writeserial_sendserial_queryserial_shell 会直接向真实硬件发送数据。MCP 标注已将其标记为带有副作用(side-effecting),但此类标注仅供提示参考;使用前请务必确认目标端口与发送内容。

  • serial_shell 会原样发送传入的命令。它不是沙箱,不会对命令安全性进行校验。

  • 服务端专为本地 stdio 交互设计,未实现网络传输、身份鉴权或多用户访问控制。

  • 捕获的日志为纯文本存储,除非操作人员手动清理,否则将长期保留。

  • 串口权限、驱动安装、电平标准、波特率和流控要求均取决于主机系统和连接的硬件设备。

  • DTR/RTS 保持 pySerial 的默认设置。部分转接板或开发板在打开端口时可能会触发复位或进入 bootloader。

项目结构

  • uart_mcp_server.py: MCP stdio 服务端及捕获会话工具。

  • uart_cli.py: CLI 工具以及被 MCP 工具复用的单次串口操作实现。

  • uart_agent.py: 串口会话管理与底层设备 I/O 辅助模块。

  • test_uart_mcp_server.py: 无硬件依赖的单元与回归测试。

  • docs/: 硬件测试记录与实现备忘。

开源协议

MIT。详情参见 LICENSE


Related MCP server: sbl-probe

English

A local Model Context Protocol server for UART and serial-port debugging. It exposes a newline-delimited stdio MCP endpoint and is intended to run on the same machine that has access to the serial adapter.

Features

  • Persistent capture sessions with a bounded in-memory ring buffer and daily log files.

  • Read newly captured lines, wait for regex/event matches, inspect recent output, and search historical logs.

  • Enumerate ports and perform one-shot HEX send/query operations.

  • Parse captured HEX data against YAML protocol descriptions.

  • Communicate with shell-like devices using a sequence of serial commands.

  • Cross-platform Python implementation using pySerial.

Requirements

  • Python 3.10 or newer.

  • A serial adapter and the appropriate OS-level device permissions for hardware use.

  • uv (recommended) or pip.

Install and run

Clone the repository, then install it in an isolated environment:

uv sync
uv run uart-mcp

The server uses MCP stdio. An MCP client launches it as a subprocess and exchanges JSON-RPC messages over stdin/stdout. Diagnostics are written to stderr so stdout remains reserved for the protocol.

Alternatively, install the project with pip and run the console command:

python -m pip install .
uart-mcp

For development and tests:

uv sync --group dev
uv run pytest

The automated tests use a fake serial device and do not require connected hardware.

MCP client configuration

Example configuration for clients that support mcpServers (adjust the path to your checkout):

{
  "mcpServers": {
    "uart-mcp": {
      "command": "uv",
      "args": ["--directory", "/absolute/path/to/uart-mcp", "run", "uart-mcp"],
      "env": {
        "UART_MCP_LOG_DIR": "/absolute/path/to/uart-mcp-data/logs"
      }
    }
  }
}

On Windows, use absolute paths such as C:\\Users\\you\\src\\uart-mcp. The UART_MCP_LOG_DIR setting is optional; by default logs are written to the repository's logs/ directory. Logs may contain device output, credentials, or other sensitive data, so choose and protect the directory accordingly.

Tools

Tool

Purpose

list_ports

Enumerate serial ports visible to the host.

serial_open, serial_close, serial_status

Manage and inspect background capture sessions.

serial_read, serial_get_recent, serial_wait_for

Consume captured output or wait for a regex/event.

serial_search, serial_get_log, serial_clear_buffer

Search persisted logs, page through a daily log, or clear the in-memory buffer.

serial_write

Write text or HEX to an open capture session.

serial_send, serial_query

Perform one-shot HEX transmission or write/read transactions.

protocol_parse

Parse a HEX response using a YAML protocol definition without opening a port.

serial_shell

Send a sequence of commands to a shell-like serial console.

Use serial_open before the capture-session tools and serial_close when finished. If more than one session is open, specify port on operations that target a session. The serial_read tool advances a shared read cursor; use serial_get_recent for non-consuming inspection. Incoming data is line-oriented for capture tools, so prompts without a newline may not appear there.

Safety and limitations

  • serial_write, serial_send, serial_query, and serial_shell transmit data to real hardware. MCP annotations mark these as side-effecting, but annotations are advisory; review the payload and target port before use.

  • serial_shell sends the supplied commands as-is. It is not a sandbox and does not validate commands for safety.

  • The server is designed for local stdio use. It does not implement network transport, authentication, or multi-user access control.

  • Capture logs are plain text and persist until removed by the operator.

  • Serial permissions, driver installation, electrical levels, baud rate, and flow-control requirements depend on the host and attached device.

  • DTR/RTS are left to pySerial defaults. Some adapters or boards may reset or enter a bootloader when a port is opened.

Project layout

  • uart_mcp_server.py: MCP stdio server and capture-session tools.

  • uart_cli.py: CLI and one-shot serial operations reused by MCP tools.

  • uart_agent.py: serial session and device I/O helpers.

  • test_uart_mcp_server.py: hardware-free regression tests.

  • docs/: hardware retest notes and implementation observations.

License

MIT. See LICENSE.

Available Tools

15 tools
list_portsA
Read-onlyIdempotent

List available serial ports on this machine.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnlyHint=true, idempotentHint=true, destructiveHint=false), so the description only needs to add context beyond that. It adds the local-scope detail 'on this machine' but does not disclose return contents, behavior when no ports exist, or whether virtual/composite ports are included. Consistent with annotations, but limited added context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single seven-word sentence with the action verb front-loaded and zero filler. Every word earns its place; nothing is redundant or extraneous.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter read-only tool with full annotation coverage, the description is largely complete. The only gap is the absence of an output schema and no note on what the returned port identifiers look like (e.g., COM3 or /dev/ttyUSB0) or that they can be passed to serial_open — useful for an agent consuming the result.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With zero parameters and 100% schema coverage, the baseline of 4 applies. There is no parameter information for the description to compensate for, and describing the tool as a parameterless query is accurate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('List') with a specific resource ('available serial ports on this machine'), making the operation unambiguous. It naturally distinguishes itself from all sibling serial_* operation tools, and the 'on this machine' qualifier clarifies local scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit when-to-use guidance, alternatives, or exclusions are given. The intended usage (discover ports before opening one via serial_open or checking serial_status) is implied by the purpose but never stated, so the agent has to infer context from the sibling set.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

protocol_parseA
Read-onlyIdempotent

Parse a raw HEX response against a YAML protocol action definition (offline).

ParametersJSON Schema
NameRequiredDescriptionDefault
actionYes
raw_hexNo
protocolYes
input_fileNo

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The annotations already cover read-only, idempotent, non-destructive behavior; the description adds the useful offline/no-device-connection trait. It does not disclose error behavior, how input_file vs raw_hex is resolved, or output shape, though with safe annotations this is acceptable but not rich.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single front-loaded sentence with no filler. Every phrase adds semantic value, and the important 'offline' context is placed in parentheses without bloating the text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The schema has four undocumented parameters and no output schema, and the description leaves input_file unaddressed and never states what result is returned. For an agent to invoke it correctly, it needs to know whether it must pass raw_hex or input_file and what the parsed output looks like.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must carry parameter meaning. It clarifies raw_hex as the hex response and protocol/action as selecting a YAML definition/action, but it does not explain input_file's role or the relationship between raw_hex and input_file. Meaning is partial.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific operation (Parse), a concrete input (raw HEX response), and a resource (YAML protocol action definition), with the 'offline' qualifier distinguishing it from the live serial siblings. An agent can tell what this tool does without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Offline' implies it is for parsing captured data rather than live serial traffic, but there is no explicit when-to-use/when-not-to-use wording and no named alternative tools. Usage context is present but left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_clear_bufferA
Destructive

Drop buffered lines and reset the read cursor; log files are kept.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0

TDQS

A4.2/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark destructiveHint true, and the description adds precise behavioral context: the buffer is dropped, the read cursor resets, and log files are preserved. This tells an agent exactly what side effects to expect beyond the generic destructive flag.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single tightly worded sentence front-loads the action, then clarifies a critical non-goal. There is no filler, repetition, or unnecessary information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter destructive utility with no output schema, the description adequately covers what happens and what is preserved. It could be slightly more complete by noting any return value or whether the port must already be open, but these are minor gaps for such a simple operation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and the port parameter is fully self-documented in the schema. The description adds no additional parameter-level meaning, so the baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: 'Drop buffered lines and reset the read cursor.' It clearly names the tool's core action and distinguishes it from read/write/log-retrieval siblings, and the added 'log files are kept' prevents confusion with any log-destructive operation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The purpose statement makes the usage scenario inferable: call this when you need to discard buffered serial lines before continued reading. However, it does not explicitly state when to prefer this over siblings, name alternatives, or give any preconditions such as requiring an open port.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_closeA
Idempotent

Close a capture session, stop its reader thread, and release the port.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations, the description discloses meaningful behavioral details: it stops the reader thread and releases the port. This gives the agent a concrete sense of side effects. It does not mention handling of buffered data or errors, but the idempotentHint annotation covers repeat-call safety, and no contradiction exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single tight sentence with no filler. The primary action is front-loaded, and the two subordinate effects are listed compactly. Every word contributes.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple one-parameter close operation, the description combined with the schema and annotations covers what an agent needs: the action, the parameter, and the idempotence safety. It could be slightly richer around return behavior, but no output schema exists and the operation is straightforward.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the single 'port' parameter is already fully documented with a description and example. The tool description adds no additional parameter context, which is acceptable given the high schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb and resource: 'Close a capture session', and further specifies what that entails by stopping the reader thread and releasing the port. This clearly distinguishes serial_close from siblings like serial_open, serial_read, and serial_status.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage: you would call this when you want to end a capture session and free the port. However, it does not explicitly say when to use it relative to alternatives like serial_open, nor does it mention prerequisites such as having an active session.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_get_logA
Read-onlyIdempotent

Page through one day's raw log file by line offset.

ParametersJSON Schema
NameRequiredDescriptionDefault
dateNoYYYY-MM-DD (default today)
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0
limitNoMax lines (default 200)
offsetNoFirst line to return (0-based)

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is clear. The description adds scoping to a single day and offset-based traversal, but it does not disclose line ordering, behavior at the end of the file, or how to interpret the returned lines.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single 11-word sentence with no filler, front-loading the action and resource. It earns its place and does not duplicate schema content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is low-complexity and the schema covers all parameters and defaults. The main gap is that, with no output schema, the description does not explicitly state the return format, though 'page through' strongly implies a list of raw log lines.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

All four parameters are fully described in the schema, so the baseline applies. The description's 'one day's' and 'line offset' only echo the date and offset parameters without adding new format, constraint, or interplay information.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Page through'), a concrete resource ('one day's raw log file'), and a clear mechanism ('by line offset'). This makes it easy to distinguish from siblings like serial_get_recent or serial_read without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The paging and raw-log phrasing imply this is for reviewing historical log data, especially when older lines are needed. However, the description does not explicitly state when not to use it or name any alternative such as serial_get_recent for tail-style retrieval.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_get_recentA
Read-onlyIdempotent

Return the most recent N buffered lines regardless of read cursor.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0
linesNoDefault 100

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, and the description is consistent with these. It adds behavioral context by specifying that the operation ignores the read cursor, implying it does not advance it. This is useful beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, front-loaded with the primary action, and contains no redundant words. It is optimally concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-parameter tool with no output schema and rich annotations, the description covers the core behavior and the key cursor detail. It does not specify return format, but that is not required given the simplicity and no output schema. It is complete enough for an agent to select and invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, with both port and lines having descriptive text. The tool description's mention of 'N buffered lines' maps to the lines parameter, but it adds no new semantics beyond the schema. The parameter descriptions are sufficient on their own.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb and resource: 'Return the most recent N buffered lines'. It adds a crucial qualifier 'regardless of read cursor' which distinguishes it from other serial read operations. This is unambiguous and specific.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not explicitly name alternative tools or conditions for when to use this vs. others. However, the phrase 'regardless of read cursor' implies it is appropriate when the caller does not want to disturb the read cursor, which is a clear contextual cue. But it lacks explicit exclusions or comparisons to siblings like serial_read or serial_get_log.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_openA
Idempotent

Open a serial port with a background reader that continuously captures all incoming lines into a ring buffer and a daily log file. Call this first.

ParametersJSON Schema
NameRequiredDescriptionDefault
portYesSerial port name, e.g. COM5 or /dev/ttyUSB0
parityNoParity (default none)
timeoutNoOperation timeout in ms (default 200)
baudrateNoBaud rate (default 115200)
bytesizeNoData bits: 5/6/7/8 (default 8)
encodingNoText decoding (default utf-8)
stopbitsNoStop bits (default 1)

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false, openWorldHint=true, idempotentHint=true, destructiveHint=false. The description adds valuable behavioral context beyond annotations: it discloses that a background reader is started, that data is continuously captured into a ring buffer and a daily log file, and that this is an initialization call. This is meaningful behavioral disclosure (side effects, background process) that the annotations alone do not convey. It does not mention potential failure modes or resource cleanup, but the added context is substantial.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with zero waste. The first sentence packs the core action and its behavioral consequences; the second sentence is a crisp, front-loaded usage directive. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For an initialization tool with 7 parameters fully documented in the schema, no output schema, and annotations covering safety/idempotency, the description is nearly complete. It explains the background reader, ring buffer, and log file, and tells the agent to call it first. The only minor gap is that it doesn't describe what the return value or success/failure signal looks like, but since there is no output schema and the tool is an open/init action, this is a small omission.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all 7 parameters with descriptions and defaults. The description does not add parameter-level meaning beyond the schema, but it does not need to. Baseline 3 is correct when the schema carries the full parameter documentation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('Open'), a specific resource ('a serial port'), and a distinctive behavioral scope: it starts a background reader that captures incoming lines into a ring buffer and a daily log file. It also explicitly says 'Call this first,' which distinguishes it from sibling tools like serial_read or serial_status. This is a clear, non-tautological purpose statement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit usage guidance: 'Call this first.' This tells the agent this is the initialization step before other serial operations. It does not explicitly name alternatives or when-not-to-use, but the sibling list (serial_close, serial_read, etc.) and the 'first' instruction make the usage context clear. A 4 is appropriate because it provides clear context but no explicit exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_queryA
Destructive

One-shot write-then-read exchange; accepts hex or protocol+action from a YAML protocol file.

ParametersJSON Schema
NameRequiredDescriptionDefault
hexNoHEX request payload
portYesSerial port name, e.g. COM5 or /dev/ttyUSB0
actionNoMessage name inside the protocol file
lengthNoStop after this many response bytes
parityNoParity (default none)
timeoutNoOperation timeout in ms (default 200)
baudrateNoBaud rate (default 115200)
bytesizeNoData bits: 5/6/7/8 (default 8)
protocolNoPath to YAML protocol file
stopbitsNoStop bits (default 1)
delimiterNoHEX delimiter that ends the read

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already communicate readOnlyHint=false, destructiveHint=true, and openWorldHint=true, so the description does not need to re-state basic risk. It adds the meaningful 'one-shot write-then-read' behavior, but it does not disclose side effects beyond the write, when the operation returns, whether it clears or consumes buffered data, or whether it leaves the port in a particular state.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no filler. It states the core behavior first and then the input alternatives, making it easy to scan and parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite 100% per-parameter schema coverage, this is a complex 11-parameter, destructive tool with no output schema and no return-value information. The description does not clarify relationships between parameters, how response reading terminates, what the function returns, or the constraints around using protocol versus hex. An agent would likely need additional inference or documentation to call it reliably.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds value beyond the schema by clarifying that the tool accepts either a hex payload or a protocol file plus action, which implies two mutually exclusive invocation modes. This is important semantic information the schema does not directly express.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action ('one-shot write-then-read exchange') and the two supported input styles ('hex or protocol+action from a YAML protocol file'). This makes the tool's purpose identifiable, but it does not explicitly contrast it with siblings like serial_send, serial_read, or serial_shell, so it loses the last point.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'one-shot write-then-read' phrasing implies a combined query operation, and the two input modes are stated. However, there is no explicit when-to-use versus alternative tools, no statement about when hex should be preferred over protocol+action, and no mention of prerequisites such as an already-open serial port.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_readB
Read-onlyIdempotent

Return lines captured since the previous serial_read (tail-follow semantics). Waits up to wait_ms for fresh data instead of returning empty.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0
wait_msNoWait this long for at least one new line (default 0)
max_linesNoCap on returned lines (default 200)

TDQS

B3.4/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description states 'tail-follow semantics' and 'since the previous serial_read', implying a stateful, non-idempotent operation. However, annotations declare idempotentHint: true, which contradicts this behavior. This is a direct conflict, so the score is 1 per the contradiction rule.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence that delivers the core behavior (tail-follow) and the wait logic immediately. No fluff or redundant information; it is concise and to the point.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read tool, the description covers the essential behavior: what is returned, the tail-follow semantics, and the waiting behavior. It does not explicitly mention max_lines or what happens after a wait with no data, but these are covered by the schema. The main gap is the contradiction with idempotentHint, which is an annotation issue rather than a description completeness issue.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 100% coverage with descriptive parameter definitions. The description adds minimal extra meaning, mostly reinforcing the wait_ms behavior ('Waits up to wait_ms for fresh data'), but does not add significant new semantic detail beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (return lines) and the resource (lines captured since previous call), with explicit 'tail-follow semantics' that distinguishes it from sibling read tools like serial_get_recent or serial_wait_for. The verb and resource are specific, and the stateful nature is evident.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use it (to read new lines incrementally) but does not explicitly contrast with alternatives or state when not to use it. It mentions tail-follow, which hints at usage, but lacks explicit exclusions or conditions compared to other read tools in the sibling list.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_sendA
Destructive

One-shot raw HEX transmit (opens/closes the port; use serial_write when capturing).

ParametersJSON Schema
NameRequiredDescriptionDefault
hexYesHEX payload, even digits
portYesSerial port name, e.g. COM5 or /dev/ttyUSB0
parityNoParity (default none)
timeoutNoOperation timeout in ms (default 200)
baudrateNoBaud rate (default 115200)
bytesizeNoData bits: 5/6/7/8 (default 8)
stopbitsNoStop bits (default 1)

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description adds meaningful behavior beyond the annotations: it explicitly discloses that the port is opened and closed on each call. It also implies no response capturing occurs by directing capturing use cases to serial_write. Annotations already signal mutation and non-idempotency, so the added port-management detail is good context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One concise sentence carries the core behavior, the port lifecycle, and a routing hint to an alternative. Every word contributes, and the most important qualifier ('one-shot') is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 7-parameter tool with full schema coverage and annotations covering safety, the description adds the key missing context: port open/close behavior and when to prefer serial_write. It does not describe the return value or failure behavior, and with no output schema, that slight gap prevents a 5.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all seven parameters are already documented with types/defaults/meaning. The description adds no new parameter-level semantics beyond what the schema provides, so baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific action ('transmit'), a specific resource (serial port), and a specific format ('raw HEX'), while 'one-shot' clearly defines the scope. It also distinguishes itself from serial_write by noting the port is opened and closed, so an agent can tell them apart.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The parenthetical 'use serial_write when capturing' gives an explicit alternative with a clear selection condition. The 'one-shot' phrasing further communicates this tool is for a single transmission rather than streaming or interactive sessions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_shellC
Destructive

One-shot command sequence over a shell-like device; collects a transcript.

ParametersJSON Schema
NameRequiredDescriptionDefault
portYesSerial port name, e.g. COM5 or /dev/ttyUSB0
parityNoParity (default none)
timeoutNoOperation timeout in ms (default 200)
baudrateNoBaud rate (default 115200)
bytesizeNoData bits: 5/6/7/8 (default 8)
commandsYes
encodingNo
stopbitsNoStop bits (default 1)
line_endingNo
startup_waitNo
inter_command_delayNo

TDQS

C2.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The annotations already flag destructiveHint=true and readOnlyHint=false, so the description is not contradicting them. It adds the useful context that the tool runs a sequence and collects a transcript, but it does not disclose connection lifecycle, side-effect risks, or what happens on partial command failure.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single front-loaded sentence with no wasted words. It is concise, but the brevity comes at the cost of important context, making it slightly too sparse for a tool with 11 parameters.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 11 parameters, no output schema, and many similar sibling tools, a one-sentence description is insufficient. It omits usage guidance, return format, connection behavior, and meaning of several key parameters, leaving substantial gaps for an agent trying to call the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 55%, with several parameters lacking descriptions: commands, encoding, line_ending, startup_wait, and inter_command_delay. The description does not compensate for these gaps; it only hints at the purpose of commands via 'command sequence' and says nothing about the other under-documented parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action: execute a one-shot command sequence over a shell-like device and collect a transcript. This distinguishes it from simpler siblings like serial_write or serial_read, though 'shell-like device' is somewhat vague.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance about when to use this tool versus alternatives such as serial_send, serial_query, or serial_wait_for. The description implies a batch/transcript use case, but never states exclusions or when another tool would be more appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_statusA
Read-onlyIdempotent

Show every capture session: state, uptime, counters, unread lines, log file path. Omit 'port' to list all sessions.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, destructiveHint=false, and idempotentHint=true, covering the safety profile. The description adds useful context about the exact fields shown and the optional port filtering behavior. It does not contradict the annotations and goes beyond them by clarifying the output content, which is valuable for an agent deciding whether to invoke it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with zero fluff. The primary purpose is front-loaded, and the parameter usage note is concise and actionable. Every word contributes to understanding the tool's function and invocation, making it a model of efficiency.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one optional parameter, no output schema, and annotations covering safety), the description is fully sufficient. It states what the tool does, the exact data returned, and how to filter. No critical information is missing for an agent to call it correctly, especially since the output format is implicitly described by listing the fields.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema fully describes the 'port' parameter with an example. The description adds semantics by explaining that omitting the parameter lists all sessions, which is not explicitly stated in the schema. Since schema coverage is 100%, the baseline is 3, but the description enhances understanding of the parameter's optionality and behavior, earning a 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's action ('Show every capture session') and specifies the data returned (state, uptime, counters, unread lines, log file path). It also implies the ability to filter by port, distinguishing it from sibling tools like serial_get_log or serial_get_recent that target specific aspects. The verb and resource are precise, making the purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives a usage hint ('Omit ‘port’ to list all sessions') but does not explicitly explain when to use this tool over its siblings. With many serial-related tools available, it would benefit from stating that it provides a summary of all capture sessions, whereas other tools like serial_get_log retrieve specific logs or serial_get_recent fetch recent data. The omission of alternatives leaves the decision partly to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_wait_forA
Read-onlyIdempotent

Block until a line matches a custom regex ('pattern') and/or built-in event presets ('events': error/hardfault/assert/panic/boot), then return once with the hit and preceding context. Ideal for watching boot logs without polling.

ParametersJSON Schema
NameRequiredDescriptionDefault
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0
eventsNoBuilt-in event presets to watch
patternNoCustom regular expression
timeout_msNoGive up after this long (default 30000)
context_linesNoLines of context before the match (default 5)

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds useful behavioral details beyond those annotations: it blocks until a match, returns only once, and includes preceding context. This is relevant context that helps an agent understand execution semantics, especially the blocking and one-shot return behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with no redundant phrases. It front-loads the primary purpose (blocking) and then succinctly lists the two matching modes and a typical use case. Every sentence earns its place and is directly informative.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a blocking read tool with 5 optional parameters and no output schema, the description covers the essential behavior (blocking, one-shot return, context lines) and typical use case (watching boot logs). It does not explicitly describe the return format structure or behavior on timeout, but the timeout parameter is documented in the schema. The definition is sufficient for an agent to decide when and how to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% for all 5 parameters, so the schema already documents each parameter's meaning. The description mentions 'pattern' and 'events' with brief explanations, but does not add meaningful semantics beyond what the schema provides. Baseline 3 is appropriate since the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'Block until a line matches...' and explicitly distinguishes itself from polling alternatives with 'without polling.' It also names the two matching mechanisms (custom regex and built-in event presets), making it clear what the tool does and how it differs from the sibling serial_read/serial_search tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'Ideal for watching boot logs without polling' gives a clear context for when to use this tool versus polling with other serial tools. However, it does not explicitly name alternatives or state when NOT to use it, leaving some inference to the agent. The guidance is present but not exhaustive.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

serial_writeB
Destructive

Write text or HEX into an open capture session's port.

ParametersJSON Schema
NameRequiredDescriptionDefault
hexNoHEX bytes to send (exactly one of text/hex)
portNoSerial port name, e.g. COM5 or /dev/ttyUSB0
textNoText to send (exactly one of text/hex)
line_endingNoLine ending appended to writes: crlf/cr/lf/none

TDQS

B3.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true and readOnlyHint=false, so the write/mutation nature is covered. The description adds the 'open capture session' context, which is useful but not elaborated. It does not mention what happens if the port is closed, if both text and hex are provided (schema enforces exactly one), or any side effects beyond writing. Given the annotations cover the destructive aspect, the description adds limited but non-contradictory value.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that is concise and front-loaded with the action. It states the purpose without redundancy. Every word earns its place; there is no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is minimal but covers the core action. However, it does not differentiate from the similar serial_send tool, and it omits explicit mention of the requirement that exactly one of text/hex must be provided (though schema covers this). With four parameters, no output schema, and a sibling that overlaps in functionality, the description is slightly under-specified for confident selection. It is adequate but leaves room for ambiguity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all four parameters (hex, port, text, line_ending) are fully documented in the schema. The description adds no additional parameter-level meaning, such as format expectations or relationships. Baseline 3 is appropriate because the schema carries the parameter semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb 'Write' and resource 'port' with specific data formats (text or HEX). It implies a capture session context but does not distinguish itself from the sibling serial_send, which likely performs a similar write operation. Without differentiation, an agent may not know which to choose.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is given on when to use this tool versus serial_send or other siblings. It does not mention prerequisites beyond an 'open capture session' (which is implied but not explicit), nor does it provide any exclusion criteria. An agent is left to infer appropriate usage from the name and context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 15 tool updatesv0.2.0
    • First observedlist_ports
    • First observedprotocol_parse
    • First observedserial_clear_buffer
    • First observedserial_close
    • First observedserial_get_log
    • First observedserial_get_recent
    • First observedserial_open
    • First observedserial_query
    • First observedserial_read
    • First observedserial_search
    • First observedserial_send
    • First observedserial_shell
    • First observedserial_status
    • First observedserial_wait_for
    • First observedserial_write

TDQS

A3.7/5.0

Scored across 15 tools

Disambiguation4/5

Each tool has a clearly distinct role—port discovery, capture session management, read variants, write/send/query variants, and offline parsing—so agents can generally select the right tool. The main ambiguity is between serial_write and serial_send, and between serial_read and serial_get_recent, though their descriptions do clarify the intended use cases.

Naming Consistency4/5

The vast majority of tools follow a serial_<verb> snake_case pattern, which is predictable and easy to scan. However, list_ports and protocol_parse break the serial_ prefix convention, and serial_status and serial_shell are noun-style rather than verb-style, creating minor inconsistencies.

Tool Count4/5

Fifteen tools sits at the upper edge of the well-scoped range and mostly earns its place for a comprehensive UART toolkit. The one-shot variants (serial_send, serial_query, serial_shell) and protocol_parse add specialized capability but make the set feel slightly denser than a minimal capture-focused server.

Completeness5/5

The tool surface is very complete for UART debugging: it covers port enumeration, capture session lifecycle, continuous reading, writing, event waiting, history search, log paging, buffer reset, and protocol parsing. There are no obvious dead ends or missing core operations for the stated domain.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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