machinegrade-validate
Rank #29,765io.github.machinegrade/validate
Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.
machinegrade-validate is a Model Context Protocol (MCP) server published by machinegrade. It ranks #29,765 of 137,492 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. machinegrade-validate is listed across 3 registries — Official MCP, PulseMCP and Glama, with 3 tracked versions. It was first listed on Jul 12, 2026 and most recently updated on Jul 26, 2026.
Ranks ahead of 107,727 of 137,492 servers on MCP Toplist.
Use machinegrade-validate
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http validate https://api.machinegrade.dev/mcpclaude mcp add validate -e "SANDBOX_URL=<your SANDBOX_URL>" -e "SANDBOX_API_KEY=<your SANDBOX_API_KEY>" -- npx -y @machinegrade/validateReplace each placeholder with your own value before saving.
[mcp_servers.validate]
url = "https://api.machinegrade.dev/mcp"Add to ~/.codex/config.toml.
[mcp_servers.validate]
command = "npx"
args = ["-y", "@machinegrade/validate"]
[mcp_servers.validate.env]
SANDBOX_URL = "<your SANDBOX_URL>"
SANDBOX_API_KEY = "<your SANDBOX_API_KEY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
https://api.machinegrade.dev/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"validate": {
"command": "npx",
"args": [
"-y",
"@machinegrade/validate"
],
"env": {
"SANDBOX_URL": "<your SANDBOX_URL>",
"SANDBOX_API_KEY": "<your SANDBOX_API_KEY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"validate": {
"url": "https://api.machinegrade.dev/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"mcpServers": {
"validate": {
"command": "npx",
"args": [
"-y",
"@machinegrade/validate"
],
"env": {
"SANDBOX_URL": "<your SANDBOX_URL>",
"SANDBOX_API_KEY": "<your SANDBOX_API_KEY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"validate": {
"type": "http",
"url": "https://api.machinegrade.dev/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"servers": {
"validate": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@machinegrade/validate"
],
"env": {
"SANDBOX_URL": "<your SANDBOX_URL>",
"SANDBOX_API_KEY": "<your SANDBOX_API_KEY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"validate": {
"serverUrl": "https://api.machinegrade.dev/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"validate": {
"command": "npx",
"args": [
"-y",
"@machinegrade/validate"
],
"env": {
"SANDBOX_URL": "<your SANDBOX_URL>",
"SANDBOX_API_KEY": "<your SANDBOX_API_KEY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"validate": {
"url": "https://api.machinegrade.dev/mcp"
}
}
}{
"mcpServers": {
"validate": {
"command": "npx",
"args": [
"-y",
"@machinegrade/validate"
],
"env": {
"SANDBOX_URL": "<your SANDBOX_URL>",
"SANDBOX_API_KEY": "<your SANDBOX_API_KEY>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.machinegrade%2Fvalidate)<a href="https://mcptoplist.com/server/io.github.machinegrade%2Fvalidate"><img src="https://mcptoplist.com/badge/io.github.machinegrade%2Fvalidate.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
machinegrade
Available versions (3)
| Version | Published |
|---|---|
| 0.1.2 | Jul 26, 2026 |
| 0.1.1 | Jul 17, 2026 |
| 0.1.0 | Jul 12, 2026 |
Frequently asked questions
- Who maintains machinegrade-validate?
- machinegrade-validate is maintained by machinegrade, which publishes 1 MCP server (3 total versions) tracked on MCP Toplist.
- Is machinegrade-validate listed on the Official MCP Registry?
- Yes — machinegrade-validate is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does machinegrade-validate have?
- MCP Toplist tracks 3 versions of machinegrade-validate, most recently published on Jul 26, 2026.
- Where can I find the source code for machinegrade-validate?
- The source code for machinegrade-validate is hosted at github.com/machinegrade/validate.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.