MACH Agent Lab MCP server

MACH Agent Lab is a remote MCP server that gives an AI agent 3 tools, among them classify_url_without_fetching, normalize_json, validate_evm_wallet_address_format. It answers at https://mach-agent-lab-edge.vercel.app/api/mcp/server-card over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 4 of 4 times since 23 September 2026; the last check, on 17 October 2026, succeeded.

Status

Answering

Tools

Reliability

4 of 4 checks

Response time

189 ms

Transport

streamable HTTP

Last checked

17 October 2026

Read-only lab MCP exposing deterministic JSON normalization, URL classification, and EVM address-format validation.

Description as the publisher wrote it.

The 3 tools MACH Agent Lab offers

Tool	What it does
`classify_url_without_fetching`	LAB_ONLY: classify a URL string locally for routing without browsing, fetching, DNS resolution, or any outbound network access. Inputs: url
`normalize_json`	LAB_ONLY: deterministically normalize a JSON object into stable key order for comparison, validation, snapshots, or structured-data tests. No network access and no MACH production execution. Inputs: value
`validate_evm_wallet_address_format`	LAB_ONLY: validate only the local string format of an EVM-style 0x wallet address. No RPC, chain lookup, balance query, transaction, wallet access, or MACH production execution. Inputs: address

Add MACH Agent Lab to your AI client

Every block below points at https://mach-agent-lab-edge.vercel.app/api/mcp/server-card. Pick your client and copy.

Claude Code: one command in your terminal

claude mcp add --transport http mach-agent-lab https://mach-agent-lab-edge.vercel.app/api/mcp/server-card

Claude Desktop: claude_desktop_config.json

{
  "mcpServers": {
    "mach-agent-lab": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"]
    }
  }
}

Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project

{
  "mcpServers": {
    "mach-agent-lab": {
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

VS Code and GitHub Copilot: .vscode/mcp.json

{
  "servers": {
    "mach-agent-lab": {
      "type": "http",
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Zed: Zed settings.json

{
  "context_servers": {
    "mach-agent-lab": {
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Windsurf: ~/.codeium/mcp_config.json

{
  "mcpServers": {
    "mach-agent-lab": {
      "serverUrl": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON

{
  "mcpServers": {
    "mach-agent-lab": {
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Continue: .continue/mcpServers/neuronto.yaml

name: MACH Agent Lab
version: 0.0.1
schema: v1
mcpServers:
  - name: MACH Agent Lab
    type: streamable-http
    url: https://mach-agent-lab-edge.vercel.app/api/mcp/server-card

Gemini CLI: ~/.gemini/settings.json

{
  "mcpServers": {
    "mach-agent-lab": {
      "httpUrl": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Codex CLI: MCP server config

{
  "mcpServers": {
    "mach-agent-lab": {
      "type": "http",
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Warp: MCP servers, + Add, paste JSON

{
  "mcpServers": {
    "mach-agent-lab": {
      "url": "https://mach-agent-lab-edge.vercel.app/api/mcp/server-card"
    }
  }
}

Goose: a one-click extension link

goose://extension?url=https%3A%2F%2Fmach-agent-lab-edge.vercel.app%2Fapi%2Fmcp%2Fserver-card&type=streamable_http&id=mach-agent-lab&name=MACH%20Agent%20Lab

Is MACH Agent Lab up right now?

It answered our last check on 17 October 2026 in 189 ms. Over 4 checks since 23 September 2026 it answered 4. Status here comes from Neuronto's own probes, not from the publisher.

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Questions about MACH Agent Lab

How many tools does MACH Agent Lab have?

3, as returned by the server's own tools/list on 23 September 2026: classify_url_without_fetching, normalize_json, validate_evm_wallet_address_format.

Is MACH Agent Lab down?

It answered our last check on 17 October 2026 in 189 ms. Over 4 checks since 23 September 2026 it answered 4.

How do I add MACH Agent Lab to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mach-agent-lab-edge.vercel.app/api/mcp/server-card. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does MACH Agent Lab need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: mach-agent-lab-edge.vercel.app. Endpoint host: mach-agent-lab-edge.vercel.app. ARD identifier: urn:air:mach-agent-lab-edge.vercel.app:mcp:mach-agent-lab-mcp. First indexed 23 September 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.