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)
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
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。
FASTBCP_PATH, FASTTRANSFER_PATH, LAKEXPRESS_PATH, MIGRATORXPRESS_PATH, 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": {
"arpeio": {
"command": "uvx",
"args": [
"arpeio-mcp"
],
"env": {
"FASTBCP_PATH": "your-value",
"FASTTRANSFER_PATH": "your-value",
"LAKEXPRESS_PATH": "your-value",
"MIGRATORXPRESS_PATH": "your-value",
"LOG_LEVEL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add arpeio --env FASTBCP_PATH=your-value --env FASTTRANSFER_PATH=your-value --env LAKEXPRESS_PATH=your-value --env MIGRATORXPRESS_PATH=your-value --env LOG_LEVEL=your-value -- uvx arpeio-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": {
"arpeio": {
"command": "uvx",
"args": [
"arpeio-mcp"
],
"env": {
"FASTBCP_PATH": "your-value",
"FASTTRANSFER_PATH": "your-value",
"LAKEXPRESS_PATH": "your-value",
"MIGRATORXPRESS_PATH": "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": {
"arpeio": {
"type": "stdio",
"command": "uvx",
"args": [
"arpeio-mcp"
],
"env": {
"FASTBCP_PATH": "your-value",
"FASTTRANSFER_PATH": "your-value",
"LAKEXPRESS_PATH": "your-value",
"MIGRATORXPRESS_PATH": "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。
FASTBCP_PATH envFASTTRANSFER_PATH envLAKEXPRESS_PATH envMIGRATORXPRESS_PATH 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10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(0.1.1)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, Backpack
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
A live record of a business or a life, kept up to date from what people say.
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。
title: Arpeio MCP emoji: 🛠️ colorFrom: blue colorTo: indigo sdk: docker pinned: false
Unified MCP server for Arpe.io data tools — build, preview, and execute high-performance data commands through AI assistants.
| Tool | Description |
|---|---|
| FastBCP | High-performance parallel database export to files and cloud |
| FastTransfer | High-performance parallel data transfer between databases |
| LakeXpress | Automated database-to-cloud data pipeline as Parquet |
| MigratorXpress | Cross-platform database migration with parallel transfer |
| Arpe ADBC drivers | ArpeMSSQL, ArpePGSQL, ArpeOracle, ArpeNetezza, ArpeTeradata: native ADBC drivers returning Apache Arrow (reference info, docs search, release notes) |
No binaries required. All tools work in command builder mode out of the box — command building, preview, and informational tools work without any Arpe.io binary installed. To enable execution, download the binaries from arpe.io and set the corresponding
*_PATHenvironment variables.
A hosted instance is available at https://arpe-io-arpeio-mcp.hf.space/sse — no installation required. For local installation with execution support, use the stdio transport via pip install arpeio-mcp.
ChatGPT | Claude Code | Claude Desktop | Cursor | Gemini CLI | HuggingChat | Kiro IDE | Le Chat (Mistral) | VS Code | Windsurf
*Available for paid plans only (Plus, Pro, Team, and Enterprise).*
https://arpe-io-arpeio-mcp.hf.space/sse and save.claude mcp add --transport sse arpeio https://arpe-io-arpeio-mcp.hf.space/sse
Or for local installation with execution support:
pip install arpeio-mcp
claude mcp add arpeio arpeio-mcp
Add the following to your Claude Desktop configuration file:
~/.config/Claude/claude_desktop_config.json~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": { "arpeio": { "command": "npx", "args": [ "mcp-remote", "https://arpe-io-arpeio-mcp.hf.space/sse" ] } } }
{
"mcpServers": { "arpeio": { "command": "arpeio-mcp", "env": { "FASTBCP_PATH": "/path/to/FastBCP", "FASTTRANSFER_PATH": "/path/to/FastTransfer", "LAKEXPRESS_PATH": "/path/to/LakeXpress", "MIGRATORXPRESS_PATH": "/path/to/MigratorXpress" } } } }
{
"mcpServers": { "arpeio": { "url": "https://arpe-io-arpeio-mcp.hf.space/sse" } } }
Add the following to your ~/.gemini/settings.json file:
{
"mcpServers": { "arpeio": { "uri": "https://arpe-io-arpeio-mcp.hf.space/sse" } } }
Arpe.io and the Server URL to https://arpe-io-arpeio-mcp.hf.space/sse.Add the following to your Kiro MCP configuration file (.kiro/settings/mcp.json in your workspace):
{
"mcpServers": { "arpeio": { "url": "https://arpe-io-arpeio-mcp.hf.space/sse" } } }
*Available on all plans, including free.*
Arpe.io and the URL to https://arpe-io-arpeio-mcp.hf.space/sse.Add the following to your VS Code MCP configuration. Run MCP: Open User Configuration from the Command Palette to open it.
~/.config/Code/User/mcp.json~/Library/Application Support/Code/User/mcp.json%APPDATA%\Code\User\mcp.json{
"servers": { "arpeio": { "url": "https://arpe-io-arpeio-mcp.hf.space/sse", "type": "sse" } } }
Add the following to your Windsurf configuration file:
~/.codeium/windsurf/mcp_config.json~/.codeium/windsurf/mcp_config.json%USERPROFILE%\.codeium\windsurf\mcp_config.json{
"mcpServers": { "arpeio": { "command": "npx", "args": [ "-y", "mcp-remote", "https://arpe-io-arpeio-mcp.hf.space/sse" ] } } }
For full execution support (not just command building), install locally:
pip install arpeio-mcp
Then configure your AI assistant to use the arpeio-mcp command (stdio transport) with optional binary paths — see the Claude Desktop local configuration for an example.
| Variable | Description | Required |
|---|---|---|
FASTBCP_PATH | Path to FastBCP binary | No |
FASTTRANSFER_PATH | Path to FastTransfer binary | No |
LAKEXPRESS_PATH | Path to LakeXpress binary | No |
MIGRATORXPRESS_PATH | Path to MigratorXpress binary | No |
FASTBCP_DIR_PATH | FastBCP directory for LakeXpress | No |
FASTTRANSFER_DIR_PATH | FastTransfer directory for MigratorXpress | No |
*_TIMEOUT | Per-tool execution timeout (seconds) | No |
*_LOG_DIR | Per-tool log directory | No |
LOG_LEVEL | Logging level (DEBUG/INFO/WARNING/ERROR) | No |
Read-only advisory tools were consolidated into one *_info tool per product (with an action enum) and per-product release-notes tools were merged into a single arpe_release_notes. Auto-parallelism is now suggested inside preview so the typical workflow is 2 calls (preview → execute) instead of 4.
fastbcp_info — Read-only advisory: action="formats" | "parallelism" | "workflow" | "version"fastbcp_preview_export — Validate parameters and render the command (auto-suggests parallelism when method is omitted)fastbcp_execute_export — Run the exportfasttransfer_info — Read-only advisory: action="combinations" | "parallelism" | "workflow" | "version"fasttransfer_preview_transfer — Validate parameters and render the command (auto-suggests parallelism)fasttransfer_execute_transfer — Run the transferlakexpress_info — Read-only advisory: action="capabilities" | "workflow" | "version"lakexpress_preview_command — Build any LakeXpress command (lxdb_*, config_*, sync, sync[export], sync[publish], run, status, cleanup). On v0.4.0+ binaries, warns when -a / --lxdb_auth_id / --sync_id are missing on sync-family callslakexpress_execute_command — Run the commandmigratorxpress_info — Read-only advisory: action="capabilities" | "workflow" | "version"migratorxpress_validate_auth_file — Validate the JSON auth file (only file-I/O advisory tool kept separate)migratorxpress_preview_command — Build the migrate command. Accepts the new project tag (v0.6.30+); warns on migration_db_type="postgres" against pre-0.6.32 binariesmigratorxpress_execute_command — Run the migrationadbc_info — The driver family with current versions (ArpeMSSQL 0.7.6, ArpePGSQL 0.4.7, ArpeOracle 0.4.2, ArpeNetezza 0.3.7, ArpeTeradata 0.3.5), or one driver's load name, connection URI, authentication, install command, licence setup and FastBCP adbc_* connection type. The drivers are libraries, so there is no preview/execute steparpe_get_status — Status of all four CLIs (installed / command-builder-only)arpe_quick_start — Detect the right tool from a plain-English use case and return a workflow guidearpe_release_notes — Return release-notes chunks for any product (product="fastbcp" | "fasttransfer" | "lakexpress" | "migratorxpress", or an ADBC driver load name "arpemssql" | "arpepgsql" | "arpeoracle" | "arpenz" | "arpeteradata"; optional version). MigratorXpress publishes no release-notes pages: its "What's new in 0.7" summary from migratorxpress-docs.arpe.io is returned insteadsearch_docs — BM25 full-text search over arpe.io docs sites (including migratorxpress-docs.arpe.io and adbc-drivers-docs.arpe.io) and blogThe command-building, execution, and discovery tools return structured content (outputSchema + structuredContent) alongside the human-readable markdown, so MCP clients can chain calls programmatically instead of parsing prose:
*_preview_*** → the built command (argv), command_string, masked command_display, explanation, and version warnings. The exact command can be handed straight to the matching *_execute_* tool.*_execute_*** → success, return_code, stdout, stderr, and parsed diagnostics.results records; `arpe_get_status` → per-product status; `arpe_release_notes` → release-notes chunks.Each payload carries a status field (ok / error) so success and error responses are both machine-checkable.
Conversation starters surfaced by clients that support MCP prompts (Claude Desktop, Cursor, etc.): export-table, transfer-data, lakehouse-pipeline, migrate-database, troubleshoot.
Static capability matrices served as MCP resources so clients can prefetch them without a tool call: arpeio://capabilities/fastbcp-formats, fasttransfer-combinations, lakexpress-capabilities, migratorxpress-capabilities, adbc-drivers.
evaluations/arpeio_eval.xml holds 10 read-only, verifiable questions used to check that an LLM can drive the server to correct answers (tool selection, parallelism recommendations, capability lookups, version gating). A guard test re-derives every answer from the capability registries so the answer key stays honest:
python -m pytest tests/test_evaluations.py -q
MIT