Scout
Rank #3,081io.github.klarlabs-studio/scout
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
Scout is a Model Context Protocol (MCP) server published by klarlabs-studio. It ranks #3,081 of 115,460 servers tracked on MCP Toplist, and its repository has 9 GitHub stars. Scout is listed across 3 registries — Official MCP, PulseMCP and Glama, with 12 tracked versions. It was first listed on Mar 21, 2026 and most recently updated on Jul 26, 2026.
Ranks ahead of 112,379 of 115,460 servers on MCP Toplist.
Use Scout
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add scout -- docker run -i --rm ghcr.io/klarlabs-studio/scout:1.15.1[mcp_servers.scout]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/klarlabs-studio/scout:1.15.1"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.1"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.1"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"scout": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.1"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.1"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.1"
]
}
}
}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.klarlabs-studio%2Fscout)<a href="https://mcptoplist.com/server/io.github.klarlabs-studio%2Fscout"><img src="https://mcptoplist.com/badge/io.github.klarlabs-studio%2Fscout.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 4 registries (2 delisted)
klarlabs-studio
Other servers by klarlabs-studio
View all klarlabs-studio servers →Available versions (12)
| Version | Published |
|---|---|
| 1.15.1 | Jul 26, 2026 |
| 1.11.0 | Jun 7, 2026 |
| 1.10.0 | May 24, 2026 |
| 1.9.0 | May 24, 2026 |
| 1.7.0 | May 20, 2026 |
| 1.6.0 | May 10, 2026 |
| 1.5.0 | May 3, 2026 |
| 1.3.1 | Mar 26, 2026 |
| 1.3.0 | Mar 24, 2026 |
| 1.2.1 | Mar 23, 2026 |
| 1.2.0 | Mar 22, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains Scout?
- Scout is maintained by klarlabs-studio, which publishes 2 MCP servers (28 total versions) tracked on MCP Toplist.
- Is Scout listed on the Official MCP Registry?
- Yes — Scout is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does Scout have?
- MCP Toplist tracks 12 versions of Scout, most recently published on Jul 26, 2026.
- Where can I find the source code for Scout?
- The source code for Scout is hosted at github.com/klarlabs-studio/scout.