GaugeMesh
Rank #11,080io.github.aliengineering-byte/gaugemesh
Route MCP capabilities through deterministic identity, policy, budget, and deadline constraints.
GaugeMesh is a Model Context Protocol (MCP) server published by aliengineering-byte. It ranks #11,080 of 132,046 servers tracked on MCP Toplist. GaugeMesh is listed on Official MCP, with 4 tracked versions. It was first listed on Sep 2, 2026 and most recently updated on Sep 7, 2026.
Ranks ahead of 120,966 of 132,046 servers on MCP Toplist.
Use GaugeMesh
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add gaugemesh -- docker run -i --rm ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189 mcp-stdio[mcp_servers.gaugemesh]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189", "mcp-stdio"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"gaugemesh": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189",
"mcp-stdio"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"gaugemesh": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189",
"mcp-stdio"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"gaugemesh": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189",
"mcp-stdio"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"gaugemesh": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189",
"mcp-stdio"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"gaugemesh": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aliengineering-byte/gaugemesh@sha256:69f3ccb7c2fdcd9b6897c99eba22d18be1384957bb2dbdf760f8273ee2e43189",
"mcp-stdio"
]
}
}
}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.aliengineering-byte%2Fgaugemesh)<a href="https://mcptoplist.com/server/io.github.aliengineering-byte%2Fgaugemesh"><img src="https://mcptoplist.com/badge/io.github.aliengineering-byte%2Fgaugemesh.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
aliengineering-byte
Other servers by aliengineering-byte
View all aliengineering-byte servers →Available versions (4)
| Version | Published |
|---|---|
| 0.4.1 | Sep 7, 2026 |
| 0.4.0 | Sep 7, 2026 |
| 0.3.0 | Sep 6, 2026 |
| 0.2.2 | Sep 4, 2026 |
Frequently asked questions
- Who maintains GaugeMesh?
- GaugeMesh is maintained by aliengineering-byte, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is GaugeMesh listed on the Official MCP Registry?
- Yes — GaugeMesh is listed on the Official MCP Registry.
- How many versions does GaugeMesh have?
- MCP Toplist tracks 4 versions of GaugeMesh, most recently published on Sep 7, 2026.
- Where can I find the source code for GaugeMesh?
- The source code for GaugeMesh is hosted at github.com/aliengineering-byte/gaugemesh.
Do you run this server?
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