Scout
Rank #3,967io.github.klarlabs-studio/scout
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
What you can do with Scout
Scout is a Model Context Protocol (MCP) server published by klarlabs-studio. It ranks #3,967 of 144,396 active servers on MCP Toplist, and its repository has 13 GitHub stars. Scout is listed across 3 registries — Official MCP, PulseMCP and Glama, with 22 tracked versions. It was first listed on Mar 21, 2026 and most recently updated on Jul 26, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Scout can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Scout
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Scout and confirm it works
claude mcp add scout -- docker run -i --rm ghcr.io/klarlabs-studio/scout:1.15.3[mcp_servers.scout]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/klarlabs-studio/scout:1.15.3"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.3"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.3"
]
}
}
}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:1.15.3"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.3"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"scout": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/klarlabs-studio/scout:1.15.3"
]
}
}
}After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Scoutyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 21, 2026
- Latest version published
- Jul 26, 2026
- Version history
- 22 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Official MCP ↗listed since Apr 25, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · delisted, last seen Jun 24, 2026
- PulseMCP ↗listed since Jun 9, 2026 · still listed
- Official MCP ↗listed since Jul 24, 2026 · still listed
- Glama ↗listed since Jul 30, 2026 · still listed
Do you maintain Scout? to correct or enrich this profile.
Available versions (22)
| Version | Published |
|---|---|
| 1.15.3 | Jul 26, 2026 |
| 1.15.2 | Jul 26, 2026 |
| 1.15.1 | Jul 26, 2026 |
| 1.15.0 | Jul 10, 2026 |
| 1.14.0 | Jul 5, 2026 |
| 1.13.0 | Jun 20, 2026 |
| 1.12.1 | Jun 20, 2026 |
| 1.12.0 | Jun 20, 2026 |
| 1.11.1 | Jun 9, 2026 |
| 1.11.0 | Jun 7, 2026 |
| 1.10.0 | May 24, 2026 |
| 1.9.0 | May 24, 2026 |
| 1.8.0 | May 22, 2026 |
| 1.7.0 | May 20, 2026 |
| 1.6.1 | May 10, 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 |
Ranks ahead of 140,429 of 144,396 servers on MCP Toplist.
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 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Scout?
- Scout is maintained by klarlabs-studio, which publishes 2 MCP servers (40 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 22 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.
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.