A side-by-side look at the Ultralytics Platform MCP and Webclaw MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Ultralytics Platform MCP for developer tools work as a local process; choose Webclaw for other tools and integrations as a local process. You can also run both side by side in one mcpServers block.
ULTRALYTICS_API_KEY.scrape, crawl, map.Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Developer Tools | Other Tools and Integrations |
| Quality signal | 39/100 · Fair | 71/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | No auth required |
| Pricing | Not declared | Free |
| Required env vars | ULTRALYTICS_API_KEY | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 10 | 2,373 |
| Directory activity | 0 views 0 installs 0 upvotes | 13 views 2 installs 0 upvotes |
| Tools | Not listed | 10 |
| Full listing | View Ultralytics Platform MCP | View Webclaw |
No tool names declared yet. Check the project README from the listing page.
scrapeExtract one URL as markdown, text, JSON, LLM format, or HTMLcrawlFollow same-origin links and extract discovered pagesmapDiscover URLs without extracting every pagebatchScrape multiple URLs in parallelextractConvert page content into structured datasummarizeSummarize a pagediffCompare page content snapshotsbrandExtract colors, fonts, logos, and metadatasearchSearch the web and scrape resultsresearchMulti-source research workflowPaste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"ultralytics-platform-mcp": {
"command": "npx",
"args": [
"-y",
"ultralytics-mcp@latest"
],
"env": {
"ULTRALYTICS_API_KEY": "YOUR_ULTRALYTICS_API_KEY_HERE"
}
}
}
}
{
"mcpServers": {
"0xmassi-webclaw": {
"command": "npx",
"args": [
"-y",
"create-webclaw"
]
}
}
}
