Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
MCP server for FastTransfer — high-performance parallel data transfer between databases
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
FASTTRANSFER_PATH, FASTTRANSFER_TIMEOUT, FASTTRANSFER_LOG_DIR, LOG_LEVEL你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"fasttransfer": {
"command": "uvx",
"args": [
"fasttransfer-mcp"
],
"env": {
"FASTTRANSFER_PATH": "your-value",
"FASTTRANSFER_TIMEOUT": "your-value",
"FASTTRANSFER_LOG_DIR": "your-value",
"LOG_LEVEL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add fasttransfer --env FASTTRANSFER_PATH=your-value --env FASTTRANSFER_TIMEOUT=your-value --env FASTTRANSFER_LOG_DIR=your-value --env LOG_LEVEL=your-value -- uvx fasttransfer-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"fasttransfer": {
"command": "uvx",
"args": [
"fasttransfer-mcp"
],
"env": {
"FASTTRANSFER_PATH": "your-value",
"FASTTRANSFER_TIMEOUT": "your-value",
"FASTTRANSFER_LOG_DIR": "your-value",
"LOG_LEVEL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"fasttransfer": {
"type": "stdio",
"command": "uvx",
"args": [
"fasttransfer-mcp"
],
"env": {
"FASTTRANSFER_PATH": "your-value",
"FASTTRANSFER_TIMEOUT": "your-value",
"FASTTRANSFER_LOG_DIR": "your-value",
"LOG_LEVEL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
FASTTRANSFER_PATH envFASTTRANSFER_TIMEOUT envFASTTRANSFER_LOG_DIR envLOG_LEVEL env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 arpe-io 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.6)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Aiterm MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A Model Context Protocol (MCP) server that exposes FastTransfer functionality for efficient data transfer between various database systems.
FastTransfer is a high-performance CLI tool for transferring data between databases. This MCP server wraps FastTransfer functionality and provides:
preview_transfer_commandBuild and preview a FastTransfer command WITHOUT executing it. Shows the exact command with passwords masked. Always use this first.
execute_transferExecute a previously previewed command. Requires confirmation: true as a safety mechanism.
validate_connectionValidate database connection parameters (parameter check only, does not test actual connectivity).
list_supported_combinationsList all supported source-to-target database combinations.
suggest_parallelism_methodRecommend the optimal parallelism method based on source database type and table characteristics.
get_versionReport the detected FastTransfer binary version, supported types, and feature flags.
cd /path/to/fasttransfer-mcp
pip install -r requirements.txt
cp .env.example .env
~/.claude.json): {
"mcpServers": { "fasttransfer": { "type": "stdio", "command": "python", "args": ["/absolute/path/to/fasttransfer-mcp/src/server.py"], "env": { "FASTTRANSFER_PATH": "/absolute/path/to/fasttransfer/FastTransfer" } } } }
# In Claude Code, run:
/mcp
Edit .env to configure:
# Path to FastTransfer binary (required)
FASTTRANSFER_PATH=./fasttransfer/FastTransfer
FASTTRANSFER_TIMEOUT=1800
FASTTRANSFER_LOG_DIR=./logs
LOG_LEVEL=INFO
The server supports multiple ways to authenticate and connect:
| Parameter | Description |
|---|---|
server | Host:port or host\instance (optional with connect_string or dsn) |
user / password | Standard credentials |
trusted_auth | Windows trusted authentication |
connect_string | Full connection string (excludes server/user/password/dsn) |
dsn | ODBC DSN name (excludes server/provider) |
provider | OleDB provider name |
file_input | File path for data input (source only, excludes query) |
| Option | CLI Flag | Description |
|---|---|---|
method | --method | Parallelism method |
distribute_key_column | --distributeKeyColumn | Column for data distribution |
degree | --degree | Parallelism degree (0=auto, >0=fixed, <0=CPU adaptive) |
load_mode | --loadmode | Append or Truncate |
batch_size | --batchsize | Batch size for bulk operations |
map_method | --mapmethod | Column mapping: Position or Name |
run_id | --runid | Run ID for logging |
data_driven_query | --datadrivenquery | Custom SQL for DataDriven method |
use_work_tables | --useworktables | Intermediate work tables for CCI |
settings_file | --settingsfile | Custom settings JSON file |
log_level | --loglevel | Override log level (error/warning/information/debug/fatal) |
no_banner | --nobanner | Suppress banner output |
license_path | --license | License file path or URL |
User: "Copy the 'orders' table from PostgreSQL (localhost:5432, database: sales_db,
schema: public) to SQL Server (localhost:1433, database: warehouse, schema: dbo). Use parallel transfer and truncate the target first."
Claude Code will:
User: "Import /data/export.parquet into the SQL Server 'staging' table
using DuckDB stream."
Claude Code will use duckdbstream source type with file_input parameter.
User: "What version of FastTransfer is installed?"
Claude Code will call get_version and display the detected version, supported source/target types, and available features.
This server implements a mandatory two-step process:
preview_transfer_command firstexecute_transfer with confirmation: trueYou cannot execute without previewing first and confirming.
--sourcepassword, --targetpassword, --sourceconnectstring, --targetconnectstring, -x, -X, -g, -GRun the test suite:
# Run all tests
python -m pytest tests/ -v
python -m pytest tests/ --cov=src --cov-report=html
fasttransfer-mcp/
src/ init.py server.py # MCP server (tool definitions, handlers) fasttransfer.py # Command builder, executor, suggestions validators.py # Pydantic models, enums, validation version.py # Version detection and capabilities registry tests/ init.py test_command_builder.py test_validators.py test_version.py .env.example requirements.txt CHANGELOG.md README.md
This MCP server wrapper is provided as-is. FastTransfer itself is a separate product from Arpe.io.