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RepoPilot MCP

by ompatelz

RepoPilot MCP

RepoPilot MCP — это небольшой стартовый каркас сервера Model Context Protocol на Python. Он настроен как отправная точка в производственном стиле для будущих инструментов работы с репозиториями GitHub, но пока не реализует функциональность GitHub API.

Включено

  • структура пакета src/

  • pyproject.toml с зависимостями, совместимыми с uv

  • типизированная конфигурация окружения

  • изолированный клиент GitHub REST API с модульными тестами на моках

  • конфигурация журналирования процессов

  • один безвредный MCP-инструмент health для проверок обнаружения

  • покрытие pytest для конфигурации и поведения загрузки MCP

  • .env.example, .gitignore, GitHub Actions CI и лицензия MIT

Related MCP server: MCP Server - Placeholder Implementation

Требования

  • Python 3.11+

  • uv

Настройка

uv sync --dev

Для локальной настройки скопируйте .env.example в .env и отредактируйте значения локально. Никогда не коммитьте .env или реальные учетные данные. GITHUB_TOKEN используется внутренним клиентом GitHub REST API и пока не доступен через инструменты MCP.

Разработка

Запуск тестов:

uv run pytest

Запуск локального набора проверок:

.\scripts\check.ps1

Запуск MCP Inspector:

.\scripts\dev-inspector.ps1

Запуск сервера напрямую через stdio:

uv run repopilot-mcp

Структура проекта

src/repopilot/
  __init__.py
  config.py
  github_client.py
  server.py
tests/
  test_github_client.py
  test_server.py

Текущий объем

Реализовано:

  • MCP-инструмент health

  • модель настроек, загружаемая из переменных окружения

  • переиспользуемый слой клиента GitHub REST API

  • инициализация журналирования

Не реализовано:

  • инструменты для репозиториев, файлов, issues или pull request

  • операции GitHub с поддержкой записи

Available Tools

1 tool
healthA

Return basic server health and safety posture.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It indicates a read-only action ('Return') but says nothing about authentication, rate limits, or what 'safety posture' concretely includes. The disclosure is minimal.

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 word contributes to conveying the tool's purpose.

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?

Given the tool is a simple health check with no parameters and an output schema, the description provides adequate context. The phrase 'safety posture' could be more precise, but the overall scope is clear.

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 tool has zero parameters and schema coverage is 100% (empty). No parameter explanation is needed; the description's simplicity is appropriate for a parameterless interface.

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 clearly identifies the action ('Return') and the resource ('basic server health and safety posture'). It is specific enough to understand the tool's purpose, though the term 'safety posture' is a bit vague. No sibling tools exist, so differentiation is not applicable.

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 state when to use this tool or when to avoid it. The health-check nature implies usage for server status and safety monitoring, but no alternative tools or exclusions are mentioned.

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. Dates show when Glama detected each change.

  1. 1 tool updatev0.1.0
    • First observedhealth

TDQS

B3.4/5.0
Disambiguation5/5

Only one tool exists, so there is no possibility of ambiguity or overlap between tools.

Naming Consistency5/5

With a single tool named 'health', the naming is unambiguous and internally consistent.

Tool Count1/5

The server provides only one trivial health-check tool, which is an extreme under-provisioning for a server presumably intended for repository management.

Completeness1/5

The sole tool only reports health status, leaving no functionality for actual repository operations, making the surface severely incomplete for the stated domain.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

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  • A
    license
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    A production-ready MCP server for GitHub operations, providing tools for repository management, issues, pull requests, and more via both MCP stdio and REST API.
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